Zhiyun Xue

Frontiers Artif. Intell., 2024

Semantically redundant training data removal and deep model classification performance: A study with chest X-rays.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2024

Covid-19 Pneumonia Chest X-Ray Pattern Synthesis by Stable Diffusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2024

2023

Can deep adult lung segmentation models generalize to the pediatric population?

[BibT_eX]

[DOI]

Expert Syst. Appl., November, 2023

Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric Chest X-ray images.

[BibT_eX]

[DOI]

CoRR, 2023

Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation?

[BibT_eX]

[DOI]

CoRR, 2023

Assessing Inter-Annotator Agreement for Medical Image Segmentation.

[BibT_eX]

[DOI]

Feng Yang

Ghada Zamzmi

Sandeep Angara

André Aquilina

Stefan Jäger

Emmanouil Papagiannakis

IEEE Access, 2023

Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning.

[BibT_eX]

[DOI]

Feng Yang

Proceedings of the Medical Image Learning with Limited and Noisy Data, 2023

A Comparative Study of Fairness in Medical Machine Learning.

[BibT_eX]

[DOI]

Tochi Oguguo

Ghada Zamzmi

Feng Yang

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

A Study on Reducing Big Data Image Annotation Burden Through Iterative Expert-In-The-Loop Strategy.

[BibT_eX]

[DOI]

Evanjelin Mahmoodi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Emergency Department Wait Time Forecast based on Semantic and Time Series Patterns in COVID-19 Pandemic.

[BibT_eX]

[DOI]

Yang Feng

Jimmy Xiangji Huang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Annotations of Lung Abnormalities in the Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases.

[BibT_eX]

[DOI]

Data, 2022

Generalizability of Deep Adult Lung Segmentation Models to the Pediatric Population: A Retrospective Study.

[BibT_eX]

[DOI]

CoRR, 2022

Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets.

[BibT_eX]

[DOI]

Anabik Pal

CoRR, 2022

Data Characterization for Reliable AI in Medicine.

[BibT_eX]

[DOI]

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2022

Image Quality Classification for Automated Visual Evaluation of Cervical Precancer.

[BibT_eX]

[DOI]

Sandeep Angara

Peng Guo

Olusegun Kayode Ajenifuja

Jose Jeronimo

Ana Cecilia Rodriguez

Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022

Extraction of Ruler Markings For Estimating Physical Size of Oral Lesions.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Automatic Detection of Oral Lesion Measurement Ruler Toward Computer-Aided Image-Based Oral Cancer Screening.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Selective synthetic augmentation with HistoGAN for improved histopathology image classification.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Deep multiple-instance learning for abnormal cell detection in cervical histopathology images.

[BibT_eX]

[DOI]

Anabik Pal

Adekunbiola Aina F. Banjo

Kanan T. Desai

Clement Akinfolarin Adepiti

Comput. Biol. Medicine, 2021

Deep Metric Learning for Cervical Image Classification.

[BibT_eX]

[DOI]

Anabik Pal

Brian Befano

Ana Cecilia Rodriguez

Olusegun Kayode Ajenifuja

IEEE Access, 2021

Cleaning Highly Unbalanced Multisource Image Dataset for Quality Control in Cervical Precancer Screening.

[BibT_eX]

[DOI]

Clement Akinfolarin Adepiti

Silvia De Sanjosé

Clement Akinfolarin Adepiti

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

Image Augmentation for Improving Automated Eligibility-Classification for Cervical Precancer Ablation Treatment.

[BibT_eX]

[DOI]

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

An Empirical Study of Vision Transformers for Cervical Precancer Detection.

[BibT_eX]

[DOI]

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Semi-Supervised Learning for Cervical Precancer Detection.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

Feature based Sequential Classifier with Attention Mechanism.

[BibT_eX]

[DOI]

CoRR, 2020

Synthetic Sample Selection via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Selective Synthetic Augmentation with Quality Assurance.

[BibT_eX]

[DOI]

CoRR, 2019

Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Performance Evaluation of a Generative Adversarial Network for Deblurring Mobile-phone Cervical Images.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Deep Learning for Assessing Image Focus for Automated Cervical Cancer Screening.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2019, 2019

2018

Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs.

[BibT_eX]

[DOI]

Szilárd Vajda

J. Medical Syst., 2018

Multimodal Recurrent Model with Attention for Automated Radiology Report Generation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Comparing deep learning models for population screening using chest radiography.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A novel stacked generalization of models for improved TB detection in chest radiographs.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Gender Detection from Spine X-Ray Images Using Deep Learning.

[BibT_eX]

[DOI]

George R. Thoma

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

Multi-feature based benchmark for cervical dysplasia classification evaluation.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Novel Method for Storyboarding Biomedical Videos for Medical Informatics.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016

Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2016

Automatic heart localization and radiographic index computation in chest x-rays.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

Modality Classification for Searching Figures in Biomedical Literature.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

2015

Literature-based biomedical image classification and retrieval.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2015

A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

NLM at imageCLEF2015: Biomedical Multipanel Figure Separation.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2015, 2015

Chest X-ray Image View Classification.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

Foreign object detection in chest X-rays.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

Automatic Tuberculosis Screening Using Chest Radiographs.

[BibT_eX]

[DOI]

Stefan Jaeger

Kannappan Palaniappan

IEEE Trans. Medical Imaging, 2014

Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration.

[BibT_eX]

[DOI]

Sema Candemir

Stefan Jaeger

Kannappan Palaniappan

Jonathan P. Musco

Rahul K. Singh

George R. Thoma

Clement J. McDonald

IEEE Trans. Medical Imaging, 2014

Extraction and labeling high-resolution images from PDF documents.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval XXI, 2014

Body Segment Classification for Visible Human Cross Section Slices.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013

Image retrieval from scientific publications: Text and image content processing to separate multipanel figures.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2013

Classification of CT Figures in Biomedical Articles Based on Body Segments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

2012

Objective Assessment of Multiresolution Image Fusion Algorithms for Context Enhancement in Night Vision: A Comparative Study.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Window Classification of Brain CT Images in Biomedical Articles.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2012, 2012

2011

Pathology-based vertebral image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Spine X-ray image retrieval using partial vertebral boundaries.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

2010

Concealed Weapon Detection: A Data Fusion Perspective.

[BibT_eX]

[DOI]

J. Aerosp. Comput. Inf. Commun., 2010

A unified set of analysis tools for uterine cervix image segmentation.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2010

An online segmentation tool for cervicographic image analysis.

[BibT_eX]

[DOI]

Proceedings of the ACM International Health Informatics Symposium, 2010

Automatic extraction of mosaic patterns in uterine cervix images.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009

Balancing the Role of Priors in Multi-Observer Segmentation Evaluation.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2009

Segmentation of mosaicism in cervicographic images using support vector machines.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2009: Image Processing, 2009

A Classifier Ensemble Based on Performance Level Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

A system for searching uterine cervix images by visual attributes.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

2008

Theoretical analysis of an information-based quality measure for image fusion.

[BibT_eX]

[DOI]

Yin Chen

Rick S. Blum

Inf. Fusion, 2008

Tissue classification using cluster features for lesion detection in digital cervigrams.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2008: Image Processing, 2008

Cervicographic image retrieval by spatial similarity of lesions.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Web-Based Multi-Observer Segmentation Evaluation Tool.

[BibT_eX]

[DOI]

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007

Comparative performance analysis of cervix ROI extraction and specular reflection removal algorithms for uterine cervix image analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Investigating CBIR Techniques for Cervicographic Images.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2007, 2007

2006

Concealed weapon detection and visualization in a synthesized image.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2006

Lesion margin analysis for automated classification of cervical cancer lesions.

[BibT_eX]

[DOI]

Viara Van Raad