Henning Müller

Orcid: 0000-0001-6800-9878

Affiliations:
  • University of Applied Sciences Western Switzerland, Sierre


According to our database1, Henning Müller authored at least 473 papers between 1997 and 2024.

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Bibliography

2024
A scoping review of large language model based approaches for information extraction from radiology reports.
npj Digit. Medicine, 2024

The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue.
Medical Image Anal., 2024

Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning.
Medical Image Anal., 2024

A systematic comparison of deep learning methods for Gleason grading and scoring.
Medical Image Anal., 2024

Lymphoid Infiltration Assessment of the Tumor Margins in H&E Slides.
CoRR, 2024

Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis.
CoRR, 2024

Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning.
CoRR, 2024

Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation.
CoRR, 2024

ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset.
CoRR, 2024

DeeperHistReg: Robust Whole Slide Images Registration Framework.
CoRR, 2024

A comparative study on wearables and single-camera video for upper-limb out-of-thelab activity recognition with different deep learning architectures.
CoRR, 2024

RegWSI: Whole slide image registration using combined deep feature- and intensity-based methods: Winner of the ACROBAT 2023 challenge.
Comput. Methods Programs Biomed., 2024

Automatic Registration of SHG and H&E Images with Feature-Based Initial Alignment and Intensity-Based Instance Optimization: Contribution to the COMULIS Challenge.
Proceedings of the Biomedical Image Registration - 11th International Workshop, 2024

An Overview of Public Retinal Optical Coherence Tomography Datasets: Access, Annotations, and Beyond.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

PICO to PICOS: Weak Supervision to Extend Datasets with New Labels.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Patch-Based Encoder-Decoder Architecture For Automatic Transmitted Light To Fluorescence Imaging Transition: Contribution To The Lightmycells Challenge.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024



The CLEF 2024 Monster Track: One Lab to Rule Them All.
Proceedings of the Advances in Information Retrieval, 2024

Overview of ImageCLEFmedical 2024 - Caption Prediction and Concept Detection.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2024


Overview of the 2024 ImageCLEFmedical GANs Task - Investigating Generative Models' Impact on Biomedical Synthetic Images.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023
AI in Current and Future Agriculture: An Introductory Overview.
Künstliche Intell., December, 2023

On-cloud decision-support system for non-small cell lung cancer histology characterization from thorax computed tomography scans.
Comput. Medical Imaging Graph., December, 2023

Dataset for Machine Learning Assisted Citation Screening for Systematic Reviews.
Dataset, December, 2023



Reaching and grasping objects in depth for people with stereovision deficits and healthy controls - software executable.
Dataset, October, 2023

Reaching and grasping objects in depth for people with stereovision deficits and healthy controls - software executable.
Dataset, October, 2023

A novel Siamese deep hashing model for histopathology image retrieval.
Expert Syst. Appl., September, 2023

Reaching and grasping objects in depth for people with stereovision deficits and healthy controls.
Dataset, September, 2023

VIDIMU. Multimodal video and IMU kinematic dataset on daily life activities using affordable devices.
Dataset, August, 2023

A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences.
Artif. Intell. Rev., April, 2023

VIDIMU. Multimodal video and IMU kinematic dataset on daily life activities using affordable devices.
Dataset, March, 2023

First Steps towards a Risk of Bias Corpus of Randomized Controlled Trials.
Dataset, March, 2023

First Steps towards a Risk of Bias Corpus of Randomized Controlled Trials.
Dataset, March, 2023

First Steps towards a Risk of Bias Corpus of Randomized Controlled Trials.
Dataset, March, 2023

Uncovering Unique Concept Vectors through Latent Space Decomposition.
Trans. Mach. Learn. Res., 2023

Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA.
CoRR, 2023

Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion Segmentation.
CoRR, 2023

A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Image of Hepatocellular Carcinoma.
CoRR, 2023

Evaluating Post-hoc Interpretability with Intrinsic Interpretability.
CoRR, 2023

VIDIMU. Multimodal video and IMU kinematic dataset on daily life activities using affordable devices.
CoRR, 2023

Understanding metric-related pitfalls in image analysis validation.
CoRR, 2023

A Lattice Boltzmann Method for Elastic Solids Under Plane Strain Deformation.
CoRR, 2023

Functional Synergies Applied to a Publicly Available Dataset of Hand Grasps Show Evidence of Kinematic-Muscular Synergistic Control.
IEEE Access, 2023

HEVS-TUW at SemEval-2023 Task 8: Ensemble of Language Models and Rule-based Classifiers for Claims Identification and PICO Extraction.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Robust Multiresolution and Multistain Background Segmentation in Whole Slide Images.
Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 2023

First Steps Towards a Risk of Bias Corpus of Randomized Controlled Trials.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Improving Segmentation of Hypoxic Ischemic Encephalopathy Lesions by Heavy Data Augmentation: Contribution to the BONBID Challenge.
Proceedings of the AI for Brain Lesion Detection and Trauma Video Action Recognition, 2023

Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge.
Proceedings of the Segmentation of the Aorta. Towards the Automatic Segmentation, Modeling, and Meshing of the Aortic Vessel Tree from Multicenter Acquisition, 2023

Tackling Bias in the Dice Similarity Coefficient: Introducing NDSC for White Matter Lesion Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Novel Structural-Scale Uncertainty Measures and Error Retention Curves: Application to Multiple Sclerosis.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Images of Hepatocellular Carcinoma.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Computer-Vision-basierte Aktivitätserkennung bei Schweinen.
Proceedings of the 43. GIL-Jahrestagung, 2023

Artifact Augmentation for Learning-based Quality Control of Whole Slide Images.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023



Disentangling Neuron Representations with Concept Vectors.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Overview of ImageCLEFmedical 2023 - Caption Prediction and Concept Detection.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023


Overview of ImageCLEFmedical GANs 2023 Task - Identifying Training Data "Fingerprints" in Synthetic Biomedical Images Generated by GANs for Medical Image Security.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature.
Dataset, April, 2022

DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature.
Dataset, April, 2022

Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations.
npj Digit. Medicine, 2022

A Lattice Boltzmann Method for nonlinear solid mechanics in the reference configuration.
CoRR, 2022

Dirichlet and Neumann boundary conditions in a Lattice Boltzmann Method for Elastodynamics.
CoRR, 2022

Dynamic Propagation of Mode III Cracks in a Lattice Boltzmann Method for Solids.
CoRR, 2022

Metrics reloaded: Pitfalls and recommendations for image analysis validation.
CoRR, 2022

Brain-on-Cloud for automatic diagnosis of Alzheimer's disease from 3D structural magnetic resonance whole-brain scans.
Comput. Methods Programs Biomed., 2022

Grading diabetic retinopathy and prostate cancer diagnostic images with deep quantum ordinal regression.
Comput. Biol. Medicine, 2022

Attention-Based Interpretable Regression of Gene Expression in Histology.
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022

Re-Identifikation markierter Schweine mit Computer Vision und Deep Learning.
Proceedings of the 42. GIL-Jahrestagung, 2022

LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
Proceedings of the Advances in Information Retrieval, 2022


Overview of ImageCLEFmedical 2022 - Caption Prediction and Concept Detection.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Overview of ImageCLEFtuberculosis 2022 - CT-based Cavern Detection and Report.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022


Unsupervised Method for Intra-patient Registration of Brain Magnetic Resonance Images Based on Objective Function Weighting by Inverse Consistency: Contribution to the BraTS-Reg Challenge.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022

DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature.
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

2021
Benchmarking Image Retrieval Diversification Techniques for Social Media.
IEEE Trans. Multim., 2021

Report on the 12th conference and labs of the evaluation forum (CLEF 2021): experimental IR meets multilinguality, multimodality, and interaction.
SIGIR Forum, 2021

Questioning Domain Adaptation in Myoelectric Hand Prostheses Control: An Inter- and Intra-Subject Study.
Sensors, 2021

Semi-supervised training of deep convolutional neural networks with heterogeneous data and few local annotations: An experiment on prostate histopathology image classification.
Medical Image Anal., 2021

On the Scale Invariance in State of the Art CNNs Trained on ImageNet.
Mach. Learn. Knowl. Extr., 2021

Improving Robotic Hand Prosthesis Control With Eye Tracking and Computer Vision: A Multimodal Approach Based on the Visuomotor Behavior of Grasping.
Frontiers Artif. Intell., 2021

Multi_Scale_Tools: A Python Library to Exploit Multi-Scale Whole Slide Images.
Frontiers Comput. Sci., 2021

Common Limitations of Image Processing Metrics: A Picture Story.
CoRR, 2021

DeepHistReg: Unsupervised Deep Learning Registration Framework for Differently Stained Histology Samples.
Comput. Methods Programs Biomed., 2021

A large margin piecewise linear classifier with fusion of deep features in the diagnosis of COVID-19.
Comput. Biol. Medicine, 2021

Combining weakly and strongly supervised learning improves strong supervision in Gleason pattern classification.
BMC Medical Imaging, 2021

Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and Reliability.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Invnet: A Deep Learning Approach To Invert Complex Deformation Fields.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges.
Proceedings of the Advances in Information Retrieval, 2021


Multi-Scale Task Multiple Instance Learning for the Classification of Digital Pathology Images with Global Annotations.
Proceedings of the MICCAI Workshop on Computational Pathology, 2021

Overview of the ImageCLEFmed 2021 Concept & Caption Prediction Task.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Overview of ImageCLEFtuberculosis 2021 - CT-based Tuberculosis Type Classification.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021


End-to-End Fine-Grained Neural Entity Recognition of Patients, Interventions, Outcomes.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021

Overview of the VQA-Med Task at ImageCLEF 2021: Visual Question Answering and Generation in the Medical Domain.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

An End-to-End 3D ConvLSTM-based Framework for Early Diagnosis of Alzheimer's Disease from Full-Resolution Whole-Brain sMRI Scans.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020
Guest Editorial: Information Fusion for Medical Data: Early, Late, and Deep Fusion Methods for Multimodal Data.
IEEE J. Biomed. Health Informatics, 2020

Variability of Muscle Synergies in Hand Grasps: Analysis of Intra- and Inter-Session Data.
Sensors, 2020

BIAS: Transparent reporting of biomedical image analysis challenges.
Medical Image Anal., 2020

Guiding CNNs towards Relevant Concepts by Multi-task and Adversarial Learning.
CoRR, 2020

Standardised convolutional filtering for radiomics.
CoRR, 2020

A lung graph model for the radiological assessment of chronic thromboembolic pulmonary hypertension in CT.
Comput. Biol. Medicine, 2020

Concept attribution: Explaining CNN decisions to physicians.
Comput. Biol. Medicine, 2020

Breast Histopathology with High-Performance Computing and Deep Learning.
Comput. Informatics, 2020

PROCESS Data Infrastructure and Data Services.
Comput. Informatics, 2020

Reference Exascale Architecture (Extended Version).
Comput. Informatics, 2020

Learning-Based Affine Registration of Histological Images.
Proceedings of the Biomedical Image Registration - 9th International Workshop, 2020

Studying Public Medical Images from the Open Access Literature and Social Networks for Model Training and Knowledge Extraction.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Medical Image Retrieval: Applications and Resources.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

An exploration of uncertainty information for segmentation quality assessment.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Automating Quality Control for Structured Standardized Radiology Reports Using Text Analysis.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Machine Learning Assisted Citation Screening for Systematic Reviews.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Systematic comparison of deep learning strategies for weakly supervised Gleason grading.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Generalizing convolution neural networks on stain color heterogeneous data for computational pathology.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Unsupervised Learning-Based Nonrigid Registration of High Resolution Histology Images.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Semi-weakly Supervised Learning for Prostate Cancer Image Classification with Teacher-Student Deep Convolutional Networks.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and Retrieval.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Interpretable CNN Pruning for Preserving Scale-Covariant Features in Medical Imaging.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Semi-supervised Learning with a Teacher-Student Paradigm for Histopathology Classification: A Resource to Face Data Heterogeneity and Lack of Local Annotations.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Classification of Noisy Free-Text Prostate Cancer Pathology Reports Using Natural Language Processing.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Training Deep Neural Networks for Small and Highly Heterogeneous MRI Datasets for Cancer Grading.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020



Overview of the ImageCLEFmed 2020 Concept Prediction Task: Medical Image Understanding.
Proceedings of the Working Notes of CLEF 2020, 2020

Overview of ImageCLEFtuberculosis 2020 Automatic CT-based Report Generation.
Proceedings of the Working Notes of CLEF 2020, 2020

Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020


Overview of the VQA-Med Task at ImageCLEF 2020: Visual Question Answering and Generation in the Medical Domain.
Proceedings of the Working Notes of CLEF 2020, 2020

Effect of movement type on the classification of electromyography data for the control of dexterous prosthetic hands.
Proceedings of the 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2020

2019
Report on CLEF 2019.
SIGIR Forum, 2019

Fusing learned representations from Riesz Filters and Deep CNN for lung tissue classification.
Medical Image Anal., 2019

Late fusion of deep learning and handcrafted visual features for biomedical image modality classification.
IET Image Process., 2019

PaWFE: Fast Signal Feature Extraction Using Parallel Time Windows.
Frontiers Neurorobotics, 2019

Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography.
Comput. Methods Programs Biomed., 2019

An Augmented Reality Environment to Provide Visual Feedback to Amputees During sEMG Data Acquisitions.
Proceedings of the Towards Autonomous Robotic Systems - 20th Annual Conference, 2019

Improved interpretability for computer-aided severity assessment of retinopathy of prematurity.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

A Graph Model of the Lungs with Morphology-Based Structure for Tuberculosis Type Classification.
Proceedings of the Information Processing in Medical Imaging, 2019

Analyzing the Trade-Off Between Training Session Time and Performance in Myoelectric Hand Gesture Recognition During Upper Limb Movement.
Proceedings of the 16th IEEE International Conference on Rehabilitation Robotics, 2019

Interpreting Intentionally Flawed Models with Linear Probes.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

LifeCLEF 2019: Biodiversity Identification and Prediction Challenges.
Proceedings of the Advances in Information Retrieval, 2019


Overview of the ImageCLEFmed 2019 Concept Detection Task.
Proceedings of the Working Notes of CLEF 2019, 2019

Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019


Lung Graph-Model Classification with SVM and CNN for Tuberculosis Severity Assessment and Automatic CT Report Generation.
Proceedings of the Working Notes of CLEF 2019, 2019

Overview of ImageCLEFtuberculosis 2019 - Automatic CT-based Report Generation and Tuberculosis Severity Assessment.
Proceedings of the Working Notes of CLEF 2019, 2019

VQA-Med: Overview of the Medical Visual Question Answering Task at ImageCLEF 2019.
Proceedings of the Working Notes of CLEF 2019, 2019

Experiences from the ImageCLEF Medical Retrieval and Annotation Tasks.
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019

EaaS: Evaluation-as-a-Service and Experiences from the VISCERAL Project.
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019

Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term Evaluation.
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019

2018
SubDiv17: A Dataset for Investigating Subjectivity in the Visual Diversification of Image Search Results.
Dataset, June, 2018

Large-scale retrieval for medical image analytics: A comprehensive review.
Medical Image Anal., 2018

Evaluation-as-a-Service for the Computational Sciences: Overview and Outlook.
ACM J. Data Inf. Qual., 2018

Muscle Synergy Analysis of a Hand-Grasp Dataset: A Limited Subset of Motor Modules May Underlie a Large Variety of Grasps.
Frontiers Neurorobotics, 2018

Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions.
CoRR, 2018

Rotation-covariant tissue analysis for interstitial lung diseases using learned steerable filters: Performance evaluation and relevance for diagnostic aid.
Comput. Medical Imaging Graph., 2018

Subdiv17: a dataset for investigating subjectivity in the visual diversification of image search results.
Proceedings of the 9th ACM Multimedia Systems Conference, 2018

Tumor proliferation assessment of whole slide images.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018


Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Image Magnification Regression Using DenseNet for Exploiting Histopathology Open Access Content.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Regression Concept Vectors for Bidirectional Explanations in Histopathology.
Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018

From Local to Global: A Holistic Lung Graph Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

An automatically generated texture-based atlas of the lungs.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Distributed Container-Based Evaluation Platform for Private/Large Datasets.
Proceedings of the 17th International Symposium on Parallel and Distributed Computing, 2018

OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Determining the scale of image patches using a deep learning approach.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest.
Proceedings of the Pattern Recognition and Information Forensics, 2018

Fusing Results of Several Deep Learning Architectures for Automatic Classification of Normal and Diabetic Macular Edema in Optical Coherence Tomography.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AI.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018


Overview of the ImageCLEF 2018 Caption Prediction Tasks.
Proceedings of the Working Notes of CLEF 2018, 2018

Overview of ImageCLEF 2018 Medical Domain Visual Question Answering Task.
Proceedings of the Working Notes of CLEF 2018, 2018

Texture-based Graph Model of the Lungs for Drug Resistance Detection, Tuberculosis Type Classification, and Severity Scoring: Participation in ImageCLEF 2018 Tuberculosis Task.
Proceedings of the Working Notes of CLEF 2018, 2018

Overview of ImageCLEFtuberculosis 2018 - Detecting Multi-Drug Resistance, Classifying Tuberculosis Types and Assessing Severity Scores.
Proceedings of the Working Notes of CLEF 2018, 2018

Deep Multimodal Classification of Image Types in Biomedical Journal Figures.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018

Hand Gesture Classification in Transradial Amputees Using the Myo Armband Classifier.
Proceedings of the 7th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2018

2017
Retrieval From and Understanding of Large-Scale Multi-modal Medical Datasets: A Review.
IEEE Trans. Multim., 2017

3D Solid Texture Classification Using Locally-Oriented Wavelet Transforms.
IEEE Trans. Image Process., 2017

Shangri-La: A medical case-based retrieval tool.
J. Assoc. Inf. Sci. Technol., 2017

The Parallel Distributed Image Search Engine (ParaDISE).
CoRR, 2017

From visual words to a visual grammar: using language modelling for image classification.
CoRR, 2017

Convolutional neural networks for an automatic classification of prostate tissue slides with high-grade Gleason score.
Proceedings of the Medical Imaging 2017: Digital Pathology, 2017

Deep Multimodal Case-Based Retrieval for Large Histopathology Datasets.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017

Prerequisites for International Exchanges of Health Information for Record Research: Comparison of Australian, Austrian, Finnish, Swiss, and US Policies.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Retrieving Diverse Social Images at MediaEval 2017: Challenges, Dataset and Evaluation.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Semi-automatic Training of an Object Recognition System in Scene Camera Data Using Gaze Tracking and Accelerometers.
Proceedings of the Computer Vision Systems - 11th International Conference, 2017

Classification of SD-OCT images using a Deep learning approach.
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

Repeatability of grasp recognition for robotic hand prosthesis control based on sEMG data.
Proceedings of the International Conference on Rehabilitation Robotics, 2017

Megane Pro: Myo-electricity, visual and gaze tracking data acquisitions to improve hand prosthetics.
Proceedings of the International Conference on Rehabilitation Robotics, 2017

Generating Captions for Medical Images with a Deep Learning Multi-hypothesis Approach: ImageCLEF 2017 Caption Task.
Proceedings of the Working Notes of CLEF 2017, 2017

Finding and Classifying Tuberculosis Types for a Targeted Treatment: MedGIFT-UPB Participation in the ImageCLEF 2017 Tuberculosis Task.
Proceedings of the Working Notes of CLEF 2017, 2017

LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

Overview of ImageCLEF 2017: Information Extraction from Images.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

Overview of ImageCLEFcaption 2017 - Image Caption Prediction and Concept Detection for Biomedical Images.
Proceedings of the Working Notes of CLEF 2017, 2017

BatmanLab in the ImageCLEF Tuberculosis task 2017.
Proceedings of the Working Notes of CLEF 2017, 2017

Overview of the ImageCLEF 2017 Tuberculosis Task - Predicting Tuberculosis Type and Drug Resistances.
Proceedings of the Working Notes of CLEF 2017, 2017

Textured Graph-Based Model of the Lungs: Application on Tuberculosis Type Classification and Multi-drug Resistance Detection.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

Textured Graph-model of the Lungs for Tuberculosis Type Classification and Drug Resistance Prediction: Participation in ImageCLEF 2017.
Proceedings of the Working Notes of CLEF 2017, 2017

Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark.
Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017

Retrieval of Medical Cases for Diagnostic Decisions: VISCERAL Retrieval Benchmark.
Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017

Combining Radiology Images and Clinical Metadata for Multimodal Medical Case-Based Retrieval.
Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017

VISCERAL: Evaluation-as-a-Service for Medical Imaging.
Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017

Using the Cloud as a Platform for Evaluation and Data Preparation.
Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017

2016
Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks.
IEEE Trans. Medical Imaging, 2016

A 3-D Riesz-Covariance Texture Model for Prediction of Nodule Recurrence in Lung CT.
IEEE Trans. Medical Imaging, 2016

Report on the Cloud-Based Evaluation Approaches Workshop 2015.
SIGIR Forum, 2016

Report on the SIGIR 2016 Workshop on Medical Information Retrieval (MedIR).
SIGIR Forum, 2016

Result diversification in social image retrieval: a benchmarking framework.
Multim. Tools Appl., 2016

Optimized Distributed Hyperparameter Search and Simulation for Lung Texture Classification in CT Using Hadoop.
J. Imaging, 2016

How users search and what they search for in the medical domain - Understanding laypeople and experts through query logs.
Inf. Retr. J., 2016

Evaluating multimodal relevance feedback techniques for medical image retrieval.
Inf. Retr. J., 2016

Medical information retrieval: introduction to the special issue.
Inf. Retr. J., 2016

Reports on CBMI 16 and ICME 16.
IEEE Multim., 2016

Deep Learning with Convolutional Neural Networks Applied to Electromyography Data: A Resource for the Classification of Movements for Prosthetic Hands.
Frontiers Neurorobotics, 2016

Medical image modality classification using discrete Bayesian networks.
Comput. Vis. Image Underst., 2016

Prerequisites for International Exchanges of Health Information: Comparison of Australian, Austrian, Finnish, Swiss, and US Privacy Policies.
CoRR, 2016

Using smart glasses in medical emergency situations, a qualitative pilot study.
Proceedings of the 2016 IEEE Wireless Health, 2016

Medical Information Search Workshop (MEDIR).
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

GPU-Accelerated Texture Analysis Using Steerable Riesz Wavelets.
Proceedings of the 24th Euromicro International Conference on Parallel, 2016

A Medical X-Ray Image Classification and Retrieval System.
Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

Div150Multi: a social image retrieval result diversification dataset with multi-topic queries.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our Planet.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Using Crowdsourcing for Multi-label Biomedical Compound Figure Annotation.
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016

A Lung Graph-Model for Pulmonary Hypertension and Pulmonary Embolism Detection on DECT Images.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016

Retrieving Diverse Social Images at MediaEval 2016: Challenge, Dataset and Evaluation.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Activity evaluation: a video-based approach to iterative prototype design.
Proceedings of the Actes de la 28ième conférence francophone sur l'Interaction Homme-Machine, 2016

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

The IR Task at the CLEF eHealth Evaluation Lab 2016: User-centred Health Information Retrieval.
Proceedings of the Working Notes of CLEF 2016, 2016


LifeCLEF 2016: Multimedia Life Species Identification Challenges.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Overview of the ImageCLEF 2016 Medical Task.
Proceedings of the Working Notes of CLEF 2016, 2016

A Demo of multimodal medical retrieval.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015
Report on the Evaluation-as-a-Service (EaaS) Expert Workshop.
SIGIR Forum, 2015

Analyzing Medical Image Search Behavior: Semantics and Prediction of Query Results.
J. Digit. Imaging, 2015

Comparing image search behaviour in the ARRS GoldMiner search engine and a clinical PACS/RIS.
J. Biomed. Informatics, 2015

User-oriented evaluation of a medical image retrieval system for radiologists.
Int. J. Medical Informatics, 2015

Evaluation-as-a-Service: Overview and Outlook.
CoRR, 2015

Evaluating performance of biomedical image retrieval systems - An overview of the medical image retrieval task at ImageCLEF 2004-2013.
Comput. Medical Imaging Graph., 2015

Comparing fusion techniques for the ImageCLEF 2013 medical case retrieval task.
Comput. Medical Imaging Graph., 2015

A decade of community-wide efforts in advancing medical image understanding and retrieval.
Comput. Medical Imaging Graph., 2015

Div150Cred: A social image retrieval result diversification with user tagging credibility dataset.
Proceedings of the 6th ACM Multimedia Systems Conference, 2015

Locating seed points for automatic multi-organ segmentation using non-rigid registration and organ annotations.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Applying Machine Learning to Gait Analysis Data for Disease Identification.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic Medulloblastoma.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015).
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Creating a Large-Scale Silver Corpus from Multiple Algorithmic Segmentations.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Texture classification of anatomical structures in CT using a context-free machine learning approach.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Pulmonary embolism detection using localized vessel-based features in dual energy CT.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Retrieving Diverse Social Images at MediaEval 2015: Challenge, Dataset and Evaluation.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Hierarchic Anatomical Structure Segmentation Guided by Spatial Correlations (AnatSeg-Gspac): VISCERAL Anatomy3.
Proceedings of the VISCERAL Anatomy3 Organ Segmentation Challenge co-located with IEEE International Symposium on Biomedical Imaging (ISBI 2015), 2015

Overview of the VISCERAL Challenge at ISBI 2015.
Proceedings of the VISCERAL Anatomy3 Organ Segmentation Challenge co-located with IEEE International Symposium on Biomedical Imaging (ISBI 2015), 2015

Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Efficient and fully automatic segmentation of the lungs in CT volumes.
Proceedings of the VISCERAL Anatomy3 Organ Segmentation Challenge co-located with IEEE International Symposium on Biomedical Imaging (ISBI 2015), 2015

Live ECG readings using Google Glass in emergency situations.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

3D Riesz-wavelet based Covariance descriptors for texture classification of lung nodule tissue in CT.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

The Ninapro database: A resource for sEMG naturally controlled robotic hand prosthetics.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Effects of prosthesis use on the capability to control myoelectric robotic prosthetic hands.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

USYD/HES-SO in the VISCERAL Retrieval Benchmark.
Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

Overview of the VISCERAL Retrieval Benchmark 2015.
Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

RadLex Terms and Local Texture Features for Multimodal Medical Case Retrieval.
Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

Overview of the First Workshop of Muldimodal Retrieval in the Medical Domain (MRMD 2015).
Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

Workshop Multimodal Retrieval in the Medical Domain (MRMD) 2015.
Proceedings of the Advances in Information Retrieval, 2015

Semi-supervised Learning for Image Modality Classification.
Proceedings of the Multimodal Retrieval in the Medical Domain, 2015


Summarizing Citation Contexts of Scientific Publications.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

LifeCLEF 2015: Multimedia Life Species Identification Challenges.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

Overview of the ImageCLEF 2015 Medical Classification Task.
Proceedings of the Working Notes of CLEF 2015, 2015

Meaningful Bags of Words for Medical Image Classification and Retrieval.
Proceedings of the Health Monitoring and Personalized Feedback using Multimedia Data, 2015

2014
Fusion Techniques in Biomedical Information Retrieval.
Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

Rotation-Covariant Texture Learning Using Steerable Riesz Wavelets.
IEEE Trans. Image Process., 2014

Report on the SIGIR 2014 Workshop on Medical Information Retrieval (MedIR).
SIGIR Forum, 2014

Retrieval of high-dimensional visual data: current state, trends and challenges ahead.
Multim. Tools Appl., 2014

Three-dimensional solid texture analysis in biomedical imaging: Review and opportunities.
Medical Image Anal., 2014

Multi-modal Relevance Feedback for Medical Image Retrieval.
Proceedings of the Medical Information Retrieval Workshop at SIGIR co-located with the 37th annual international ACM SIGIR conference (ACM SIGIR 2014), 2014

MedIR14: medical information retrieval workshop.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

MindLab-UNAL: Comparing Metamap and T-mapper for Medical Concept Extraction in SemEval 2014 Task 7.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Div400: a social image retrieval result diversification dataset.
Proceedings of the Multimedia Systems Conference 2014, 2014

A Visual Information Retrieval System for Radiology Reports and the Medical Literature.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Are Species Identification Tools Biodiversity-friendly?
Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data, 2014

Gesture Interaction for Content-based Medical Image Retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2014

LifeCLEF: Multimedia life species identification.
Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, 2014

Finding seed points for organ segmentation using example annotations.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Hierarchic Multi-atlas Based Segmentation for Anatomical Structures: Evaluation in the VISCERAL Anatomy Benchmarks.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014).
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

Retrieving Diverse Social Images at MediaEval 2014: Challenge, Dataset and Evaluation.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Measuring and Analyzing the Scholarly Impact of Experimental Evaluation Initiatives.
Proceedings of the Pushing the Boundaries of the Digital Libraries Field, 2014

Benchmarking result diversification in social image retrieval.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Architecture and applications of the Parallel Distributed Image Search Engine (ParaDISE).
Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014

Facilitating medical information search using Google Glass connected to a content-based medical image retrieval system.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Enhanced visualization of pulmonary perfusion in 4D Dual Energy CT images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Classification of hand movements in amputated subjects by sEMG and accelerometers.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Natural control capabilities of robotic hands by hand amputated subjects.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Khresmoi Professional: Multilingual, Multimodal Professional Medical Search.
Proceedings of the Advances in Information Retrieval, 2014

LifeCLEF 2014: Multimedia Life Species Identification Challenges.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

ShARe/CLEF eHealth Evaluation Lab 2014, Task 3: User-centred Health Information Retrieval.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

ImageCLEF 2014: Overview and Analysis of the Results.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

Multi atlas-based segmentation with data driven refinement.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
PROMISE technology transfer day: spreading the word on information access evaluation at an industrial event.
SIGIR Forum, 2013

CLEF 2013: information access evaluation meets multilinguality, multimodality, and visualization.
SIGIR Forum, 2013

Creation of a New Evaluation Benchmark for Information Retrieval Targeting Patient Information Needs.
Proceedings of the 5th International Workshop on Evaluating Information Access, 2013

Medical image retrieval using bag of meaningful visual words: unsupervised visual vocabulary pruning with PLSA.
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, 2013

Multi-structure Atlas-Based Segmentation Using Anatomical Regions of Interest.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Epileptogenic Lesion Quantification in MRI Using Contralateral 3D Texture Comparisons.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Overview of the 2013 Workshop on Medical Computer Vision (MCV 2013).
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Using Probability Maps for Multi-organ Automatic Segmentation.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

2D-Based 3D Volume Retrieval Using Singular Value Decomposition of Detected Regions.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Mobile Image Upload for Radiology.
Proceedings of the MEDINFO 2013, 2013

User Tests for Assessing a Medical Image Retrieval System: A Pilot Study.
Proceedings of the MEDINFO 2013, 2013


Retrieving Diverse Social Images at MediaEval 2013: Objectives, Dataset and Evaluation.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Rotation-covariant texture analysis of 4D dual-energy CT as an indicator of local pulmonary perfusion.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Recognition of hand movements in a trans-radial amputated subject by sEMG.
Proceedings of the IEEE 13th International Conference on Rehabilitation Robotics, 2013

Cloud-Based Evaluation Framework for Big Data.
Proceedings of the Future Internet, 2013

Benefits of texture analysis of dual energy CT for Computer-Aided pulmonary embolism detection.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

The Scholarly Impact of CLEF (2000-2009).
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

The medGIFT Group in ImageCLEFmed 2013.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Overview of the ImageCLEF 2013 Medical Tasks.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

ShARe/CLEF eHealth Evaluation Lab 2013, Task 3: Information Retrieval to Address Patients' Questions when Reading Clinical Reports.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

ImageCLEF 2013: The Vision, the Data and the Open Challenges.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

2012
Near-Affine-Invariant Texture Learning for Lung Tissue Analysis Using Isotropic Wavelet Frames.
IEEE Trans. Inf. Technol. Biomed., 2012

Mobile Medical Visual Information Retrieval.
IEEE Trans. Inf. Technol. Biomed., 2012

PROMISE retreat report prospects and opportunities for information access evaluation.
SIGIR Forum, 2012

PROMISE winter school 2012 information retrieval meets information visualization.
SIGIR Forum, 2012

Building a reference multimedia database for interstitial lung diseases.
Comput. Medical Imaging Graph., 2012

Case-based fracture image retrieval.
Int. J. Comput. Assist. Radiol. Surg., 2012

Case-based lung image categorization and retrieval for interstitial lung diseases: clinical workflows.
Int. J. Comput. Assist. Radiol. Surg., 2012

Medical (Visual) Information Retrieval.
Proceedings of the Information Retrieval Meets Information Visualization, 2012

Ground truth generation in medical imaging: a crowdsourcing-based iterative approach.
Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia, 2012

IRMA Code II: Unique Annotation of Medical Images for Access and Retrieval.
Proceedings of the Quality of Life through Quality of Information, 2012

Three dimensional multi-scale visual words for texture-based cerebellum segmentation.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Overview of the Third Workshop on Medical Content-Based Retrieval for Clinical Decision Support (MCBR-CDS 2012).
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012

VISCERAL: Towards Large Data in Medical Imaging - Challenges and Directions.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012

Bag-of-Colors for Biomedical Document Image Classification.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012

Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012

Multiscale Lung Texture Signature Learning Using the Riesz Transform.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Using MapReduce for Large-Scale Medical Image Analysis.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

Overview of the ImageCLEF 2012 Medical Image Retrieval and Classification Tasks.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Panel Presentation: Towards Systematic Evaluation of Methods, Applications, and Resources for eHealth Document Analysis.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

The medGIFT Group in ImageCLEFmed 2012.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Bringing the Algorithms to the Data: Cloud-Based Benchmarking for Medical Image Analysis.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visual Analytics, 2012

IRMA Code II - A New Concept for Classification of Medical Images.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2011
Harnessing the Scientific Data Produced by the Experimental Evaluation Search Engines and Information Access Systems.
Proceedings of the International Conference on Computational Science, 2011

Medical Visual Information Retrieval Based on Multi-Dimensional Texture Modeling.
Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011

Special Section: Grid and Pervasive Computing 2009.
Future Gener. Comput. Syst., 2011

Safe Storage and Multi-Modal Search for Medical Images.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

Using Multiscale Visual Words for Lung Texture Classification and Retrieval.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011

Overview of the Second Workshop on Medical Content-Based Retrieval for Clinical Decision Support.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011

Lung Texture Classification Using Locally-Oriented Riesz Components.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

3D lung image retrieval using localized features.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Assessing the Scholarly Impact of ImageCLEF.
Proceedings of the Multilingual and Multimodal Information Access Evaluation, 2011

The medGIFT Group in ImageCLEFmed 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Overview of the CLEF 2011 Medical Image Classification and Retrieval Tasks.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010
Comparative Performance Analysis of State-of-the-Art Classification Algorithms Applied to Lung Tissue Categorization.
J. Digit. Imaging, 2010

Special issue on image and video retrieval evaluation.
Comput. Vis. Image Underst., 2010

Strategies for health data exchange for secondary, cross-institutional clinical research.
Comput. Methods Programs Biomed., 2010

Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography.
Artif. Intell. Medicine, 2010

The next-generation ARC middleware.
Ann. des Télécommunications, 2010

A Web Service for enabling Medical Image Retrieval Integrated into a Social Medical Image Sharing Platform.
Proceedings of the MEDINFO 2010, 2010

Retrieving Similar Cases from the Medical Literature - The ImageCLEF experience.
Proceedings of the MEDINFO 2010, 2010

Measuring the effectiveness of hospital-acquired infection prevention.
Proceedings of the MEDINFO 2010, 2010

Indexing the medical open access literature for textual and content-based visual retrieval.
Proceedings of the MEDINFO 2010, 2010

Interoperability prototype between hospitals and general practitioners in Switzerland.
Proceedings of the MEDINFO 2010, 2010

Asymmetric-margin support vector machines for lung tissue classification.
Proceedings of the International Joint Conference on Neural Networks, 2010

Information Fusion for Combining Visual and Textual Image Retrieval in ImageCLEF@ICPR.
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

Information Fusion for Combining Visual and Textual Image Retrieval.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

The ImageCLEF Medical Retrieval Task at ICPR 2010 - Information Fusion to Combine Visual and Textual Information.
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

The ImageCLEF Medical Retrieval Task at ICPR 2010 - Information Fusion.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Survey of Grid Knowledge and Grid Perception in the Public Sector.
Proceedings of the Healthgrid Applications and Core Technologies, 2010

The Participation of MedGIFT Group at ImageCLEFmed 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

Overview of the CLEF 2010 Medical Image Retrieval Track.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

Automated Component-Level Evaluation: Present and Future.
Proceedings of the Multilingual and Multimodal Information Access Evaluation, 2010

A PROMISE for Experimental Evaluation.
Proceedings of the Multilingual and Multimodal Information Access Evaluation, 2010

The Medical Image Retrieval Task.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

Creating Realistic Topics for Image Retrieval Evaluation.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

Fusion Techniques for Combining Textual and Visual Information Retrieval.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

Seven Years of Image Retrieval Evaluation.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009
The ImageCLEFmed Medical Image Retrieval Task Test Collection.
J. Digit. Imaging, 2009

Erratum to "A review of content-based image retrieval systems in medical applications - Clinical benefits and future directions" [I. J. Medical Informatics 73 (1) (2004) 1-23].
Int. J. Medical Informatics, 2009

Putting the Content Into Context: Features and Gaps in Image Retrieval.
Int. J. Heal. Inf. Syst. Informatics, 2009

MediCoordination: A Practical Approach to Interoperability in the Swiss Health System.
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009

Combination of Visual and Textual Similarity Retrieval from Medical Documents.
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009

Overview of the First Workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2009

3D Case-Based Retrieval for Interstitial Lung Diseases.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2009

Toward translational incremental similarity-based reasoning in breast cancer grading.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

An Easy Setup for Parallel Medical Image Processing: Using Taverna and ARC.
Proceedings of the Healthgrid Research, Innovation and Business Case - Proceedings of HealthGrid 2009, Berlin, Germany, 29 June, 2009

Running Medical Image Analysis on GridFactory Desktop Grid.
Proceedings of the Healthgrid Research, Innovation and Business Case - Proceedings of HealthGrid 2009, Berlin, Germany, 29 June, 2009

The MedGIFT Group at ImageCLEF 2009.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Overview of the CLEF 2009 Medical Image Retrieval Track.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

The ImageCLEF Management System.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

Towards an Automated Nosocomial Infection Case Reporting - Framework to Build a Computer-aided Detection of Nosocomial Infection.
Proceedings of the Second International Conference on Health Informatics, 2009

2008
Hierarchical classification using a frequency-based weighting and simple visual features.
Pattern Recognit. Lett., 2008

Editorial to the Special Issue on Medical Image Annotation in ImageCLEF 2007.
Pattern Recognit. Lett., 2008

Automatic medical image annotation in ImageCLEF 2007: Overview, results, and discussion.
Pattern Recognit. Lett., 2008

From medical imaging to medical informatics.
Comput. Methods Programs Biomed., 2008

Using Medline Queries to Generate Image Retrieval Tasks for Benchmarking.
Proceedings of the eHealth Beyond the Horizon, 2008

How Grids are Perceived in Healthcare and the Public Service Sector.
Proceedings of the Global Healthgrid: e-Science Meets Biomedical Informatics, 2008


MedGIFT at ImageCLEF 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

The MedGIFT Group at ImageCLEF 2008.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Overview of the ImageCLEFmed 2008 Medical Image Retrieval Task.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

@neurIST - Towards a System Architecture for Advanced Disease Management through Integration of Heterogeneous Data, Computing, and Complex Processing Services.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Using the Grid for Enhancing the Performance of a Medical Image Search Engine.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Lung Tissue Classification in HRCT Data Integrating the Clinical Context.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007
The CLEF 2005 Automatic Medical Image Annotation Task.
Int. J. Comput. Vis., 2007

Learning a Frequency-Based Weighting for Medical Image Classification.
Proceedings of the Medical Imaging and Informatics, 2nd International Conference, 2007

Image-based diagnostic aid for interstitial lung disease with secondary data integration.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007

Analyzing Web Log Files of the Health On the Net HONmedia Search Engine to Define Typical Image Search Tasks for Image Retrieval Evaluation.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Design of a Decentralized Reusable Research Database Architecture to Support Data Acquisition in Large Research Projects.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Medical Visual Information Retrieval: State of the Art and Challenges Ahead.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

KnowARC: Enabling Grid networks for the biomedical research community.
Proceedings of the From Genes to Personalized HealthCare: Grid Solutions for the Life Sciences, 2007

University and Hospitals of Geneva at ImageCLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

University and Hospitals of Geneva Participating at ImageCLEF 2007.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Overview of the ImageCLEF 2007 Medical Retrieval and Annotation Tasks.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Overview of the ImageCLEFmed 2007 Medical Retrieval and Medical Annotation Tasks.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Overview of the ImageCLEFphoto 2007 Photographic Retrieval Task.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

2006
Model Formulation: Advancing Biomedical Image Retrieval: Development and Analysis of a Test Collection.
J. Am. Medical Informatics Assoc., 2006

Medical imaging and telemedicine - from medical data production, to processing, storing, and sharing: A short outlook.
Comput. Medical Imaging Graph., 2006

Assessment of Internet-based tele-medicine in Africa (the RAFT project).
Comput. Medical Imaging Graph., 2006

Performing Image Classification with a Frequency-based Information Retrieval Schema for ImageCLEF 2006.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

Image Classification with a Frequency-Based Information Retrieval Scheme for ImageCLEFmed 2006.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

Overview of the ImageCLEFmed 2006 Medical Retrieval and Annotation Tasks.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

Overview of the ImageCLEFmed 2006 Medical Retrieval and Medical Annotation Tasks.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

Query and Document Translation by Automatic Text Categorization: A Simple Approach to Establish a Strong Textual Baseline for ImageCLEFmed 2006.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

Translation by Text Categorisation: Medical Image Retrieval in ImageCLEFmed 2006.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

Overview of the ImageCLEF 2006 Photographic Retrieval and Object Annotation Tasks.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

Variation of Relevance Assessments for Medical Image Retrieval.
Proceedings of the Adaptive Multimedia Retrieval: User, 2006

Automated Object Extraction for Medical Image Retrieval Using the Insight Toolkit (ITK).
Proceedings of the Information Retrieval Technology, 2006

2005
Evaluating user interactions with clinical information systems: A model based on human-computer interaction models.
J. Biomed. Informatics, 2005

Evaluation axes for medical image retrieval systems: the imageCLEF experience.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Lung CT Analysis and Retrieval as a Diagnostic Aid.
Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

Using medGIFT and easyIR for the ImageCLEF 2005 Evaluation Tasks.
Proceedings of the Working Notes for CLEF 2005 Workshop co-located with the 9th European Conference on Digital Libraries (ECDL 2005), 2005

The Use of MedGIFT and EasyIR for ImageCLEF 2005.
Proceedings of the Accessing Multilingual Information Repositories, 2005

The CLEF 2005 Cross-Language Image Retrieval Track.
Proceedings of the Accessing Multilingual Information Repositories, 2005

Logo and Text Removal for Medical Image Retrieval.
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005

2004
A review of content-based image retrieval systems in medical applications - clinical benefits and future directions.
Int. J. Medical Informatics, 2004

Learning from User Behavior in Image Retrieval: Application of Market Basket Analysis.
Int. J. Comput. Vis., 2004

Report on the TREC 2004 Experiment: Genomics Track.
Proceedings of the Thirteenth Text REtrieval Conference, 2004

User acceptance of Clinical Information Systems: A methodological approach to identify the key dimensions allowing a reliable evaluation framework.
Proceedings of the MEDINFO 2004, 2004

ImageCLEF 2004: Combining Image and Multi-lingual Search for Medical Image Retrieval.
Proceedings of the Multilingual Information Access for Text, 2004

Report on the CLEF Experiment: Combining Image and Multilingual Search for Medical Image Retrieval.
Proceedings of the Working Notes for CLEF 2004 Workshop co-located with the 8th European Conference on Digital Libraries (ECDL 2004), 2004

Report on the ImageCLEF Experiment: How to Visually Retrieve Images from the St. Andrews Collection using GIFT.
Proceedings of the Working Notes for CLEF 2004 Workshop co-located with the 8th European Conference on Digital Libraries (ECDL 2004), 2004

How to Visually Retrieve Images from the St. Andrews Collection Using GIFT.
Proceedings of the Multilingual Information Access for Text, 2004

The CLEF 2004 Cross-Language Image Retrieval Track.
Proceedings of the Multilingual Information Access for Text, 2004

The CLEF Cross Language Image Retrieval Track (ImageCLEF) 2004.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003
A Framework for Benchmarking in CBIR.
Multim. Tools Appl., 2003

Report on the TREC 2003 Experiment: Genomic Track.
Proceedings of The Twelfth Text REtrieval Conference, 2003

Integrating Content-Based Visual Access Methods into a Medical Case Database.
Proceedings of the New Navigators: from Professionals to Patients, 2003

2002
The Truth about Corel - Evaluation in Image Retrieval.
Proceedings of the Image and Video Retrieval, International Conference, 2002

2001
Performance evaluation in content-based image retrieval: overview and proposals.
Pattern Recognit. Lett., 2001

Evaluating image browsers using structured annotation.
J. Assoc. Inf. Sci. Technol., 2001

A web-based evaluation system for CBIR.
Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval, Ottawa, ON, Canada, September 30, 2001

Automated Benchmarking In Content-Based Image Retrieval.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

2000
Content-based query of image databases: inspirations from text retrieval.
Pattern Recognit. Lett., 2000

MRML: A Communication Protocol for Content-Based Image Retrieval.
Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

An open framework for distributed multimedia retrieval.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Learning Feature Weights from User Behavior in Content-Based Image Retrieval.
Proceedings of the International Workshop on Multimedia Data Mining, 2000

Strategies for Positive and Negative Relevance Feedback in Image Retrieval.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Relevance Feedback and Term Weighting Schemes for Content-Based Image Retrieval.
Proceedings of the Visual Information and Information Systems, 1999

1998
A three-generation model for teleradiology.
IEEE Trans. Inf. Technol. Biomed., 1998

The Evolution of a German Teleradiology System.
Proceedings of the MEDINFO '98, 1998

1997
Einsatz eines Mobilrobotersystems in der Endmontage des Schiffsstahlkörperbaus.
PhD thesis, 1997


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