Sotirios A. Tsaftaris
Orcid: 0000-0002-8795-9294
According to our database1,
Sotirios A. Tsaftaris
authored at least 163 papers
between 2001 and 2024.
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Bibliography
2024
IEEE Trans. Medical Imaging, June, 2024
Long-short diffeomorphism memory network for weakly-supervised ultrasound landmark tracking.
Medical Image Anal., 2024
Surgical Task Automation Using Actor-Critic Frameworks and Self-Supervised Imitation Learning.
CoRR, 2024
MemControl: Mitigating Memorization in Medical Diffusion Models via Automated Parameter Selection.
CoRR, 2024
CoRR, 2024
Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification.
CoRR, 2024
Proceedings of the Ethics and Fairness in Medical Imaging, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2024
All You Need Is a Guiding Hand: Mitigating Shortcut Bias in Deep Learning Models for Medical Imaging.
Proceedings of the Ethics and Fairness in Medical Imaging, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Medical Image Anal., December, 2023
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023
MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images.
Medical Image Anal., 2023
Privacy Distillation: Reducing Re-identification Risk of Multimodal Diffusion Models.
CoRR, 2023
CoRR, 2023
Cine Cardiac MRI Reconstruction Using a Convolutional Recurrent Network with Refinement.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Proceedings of the Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, 2023
Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023
SLX: Similarity Learning for X-Ray Screening and Robust Automated Disassembled Object Detection.
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023
Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023
2022
Medical Image Anal., 2022
Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors.
CoRR, 2022
Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation.
CoRR, 2022
CoRR, 2022
Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification.
CoRR, 2022
CoRR, 2022
FROB: Few-Shot ROBust Model for Joint Classification and Out-of-Distribution Detection.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Deep Generative Models - Second MICCAI Workshop, 2022
HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information.
Proceedings of the Medical Applications with Disentanglements - First MICCAI Workshop, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers.
Proceedings of the Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery, 2022
Applying Disentanglement in the Medical Domain: An Introduction for the MAD Workshop.
Proceedings of the Medical Applications with Disentanglements - First MICCAI Workshop, 2022
Indication as Prior Knowledge for Multimodal Disease Classification in Chest Radiographs with Transformers.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
CTR: Contrastive Training Recognition Classifier for Few-Shot Open-World Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022
2021
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.
IEEE Trans. Medical Imaging, 2021
Medical Image Anal., 2021
J. Imaging, 2021
DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis.
Inf. Fusion, 2021
Data management challenges for artificial intelligence in plant and agricultural research.
F1000Research, 2021
CoRR, 2021
Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts.
CoRR, 2021
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021
Semi-supervised Meta-learning with Disentanglement for Domain-Generalised Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
How Should We Create Algorithms to Do More with Less?
Proceedings of the International Conference on Image Processing and Vision Engineering, 2021
Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
IEEE Trans. Image Process., 2020
Medical Image Anal., 2020
CoRR, 2020
CoRR, 2020
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020
Have You Forgotten? A Method to Assess if Machine Learning Models Have Forgotten Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Max-Fusion U-Net for Multi-modal Pathology Segmentation with Attention and Dynamic Resampling.
Proceedings of the Myocardial Pathology Segmentation Combining Multi-Sequence Cardiac Magnetic Resonance Images, 2020
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Boundary Of Distribution Support Generator (BDSG): Sample Generation On The Boundary.
Proceedings of the IEEE International Conference on Image Processing, 2020
2019
IEEE Trans. Signal Process., 2019
Medical Image Anal., 2019
Blind Inpainting of Large-scale Masks of Thin Structures with Adversarial and Reinforcement Learning.
CoRR, 2019
CoRR, 2019
CoRR, 2019
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019
Temporal Consistency Objectives Regularize the Learning of Disentangled Representations.
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text.
Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019, 2019
2018
IEEE Trans. Medical Imaging, 2018
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge.
IEEE J. Biomed. Health Informatics, 2018
Factorised Spatial Representation Learning: Application in Semi-supervised Myocardial Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
2017
IEEE Trans. Medical Imaging, 2017
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Simulation and Synthesis in Medical Imaging, 2017
Computer Vision Problems in Plant Phenotyping, CVPPP 2017: Introduction to the CVPPP 2017 Workshop Papers.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
2016
IEEE Trans. Netw. Serv. Manag., 2016
Dictionary-Driven Ischemia Detection From Cardiac Phase-Resolved Myocardial BOLD MRI at Rest.
IEEE Trans. Medical Imaging, 2016
Pattern Recognit. Lett., 2016
Mach. Vis. Appl., 2016
Theta-RBM: Unfactored Gated Restricted Boltzmann Machine for Rotation-Invariant Representations.
CoRR, 2016
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
2015
IEEE Signal Process. Mag., 2015
Large-scale analysis of neuroimaging data on commercial clouds with content-aware resource allocation strategies.
Int. J. High Perform. Comput. Appl., 2015
Proceedings of the 2015 Visual Communications and Image Processing, 2015
Dictionary Learning Based Image Descriptor for Myocardial Registration of CP-BOLD MR.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015
2014
Synthetic Generation of Myocardial Blood-Oxygen-Level-Dependent MRI Time Series Via Structural Sparse Decomposition Modeling.
IEEE Trans. Medical Imaging, 2014
Ecol. Informatics, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Unsupervised and supervised approaches to color space transformation for image coding.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Application-Aware Approach to Compression and Transmission of H.264 Encoded Video for Automated and Centralized Transportation Surveillance.
IEEE Trans. Intell. Transp. Syst., 2013
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013
Learning computationally efficient approximations of complex image segmentation metrics.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
2012
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012
Tracking-optimal error control schemes for H.264 compressed video for vehicle surveillance.
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Low-Complexity Tracking-Aware H.264 Video Compression for Transportation Surveillance.
IEEE Trans. Circuits Syst. Video Technol., 2011
Comput. Vis. Image Underst., 2011
Channel protection for H.264 compression in transportation video surveillance applications.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Tracking-optimized quantization for H.264 compression in transportation video surveillance applications.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Tracking-optimal pre- and post-processing for H.264 compression in traffic video surveillance applications.
Proceedings of the 17th IEEE International Conference on Electronics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Proceedings of the Information Technologies in Environmental Engineering, 2009
2008
Proceedings of the International Conference on Image Processing, 2008
A dynamic programming solution to tracking and elastically matching left ventricular walls in cardiac cine MRI.
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Joint source-channel coding for wireless object-based video communications utilizing data hiding.
IEEE Trans. Image Process., 2006
DNA Hybridization as a Similarity Criterion for Querying Digital Signals Stored in DNA Databases.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Proceedings of the Advances in Natural Computation, First International Conference, 2005
2004
IEEE Signal Process. Mag., 2004
Fast Watermarking of MPEG-1/2 Streams Using Compressed-Domain Perceptual Embedding and a Generalized Correlator Detector.
EURASIP J. Adv. Signal Process., 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2002
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
Proceedings of the 2002 9th IEEE International Conference on Electronics, 2002
2001
Digital Watermarking Of Mpeg-1 And Mpeg-2 Multiplexed Streams For Copyright Protection.
Proceedings of the 2nd International Workshop on Digital and Computational Video (DCV 2001), 2001