Raphael Sznitman
Orcid: 0000-0001-6791-4753
According to our database1,
Raphael Sznitman
authored at least 86 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on orcid.org
On csauthors.net:
Bibliography
2024
DeepPyramid+: medical image segmentation using Pyramid View Fusion and Deformable Pyramid Reception.
Int. J. Comput. Assist. Radiol. Surg., May, 2024
CoRR, 2024
Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models.
CoRR, 2024
Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning.
IEEE Access, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Int. J. Comput. Assist. Radiol. Surg., July, 2023
A reinforcement learning approach for VQA validation: An application to diabetic macular edema grading.
Medical Image Anal., 2023
Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection.
CoRR, 2023
Learning Super-Resolution Ultrasound Localization Microscopy from Radio-Frequency Data.
CoRR, 2023
CoRR, 2023
Unsupervised out-of-distribution detection for safer robotically guided retinal microsurgery.
Int. J. Comput. Assist. Radiol. Surg., 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Domain Adaptation for Medical Image Segmentation Using Transformation-Invariant Self-training.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Medical Image Anal., 2022
ULISSE: A Tool for One-shot Sky Exploration and its Application to Active Galactic Nuclei Detection.
CoRR, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
A positive/unlabeled approach for the segmentation of medical sequences using point-wise supervision.
Medical Image Anal., 2021
Int. J. Comput. Assist. Radiol. Surg., 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
SS3D: Unsupervised Out-of-Distribution Detection and Localization for Medical Volumes.
Proceedings of the Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis - MICCAI 2021 Challenges: MIDOG 2021, MOOD 2021, and Learn2Reg 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021
2020
IEEE Trans. Medical Imaging, 2020
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020
2019
Medical Image Anal., 2019
Comput. Vis. Image Underst., 2019
Force classification during robotic interventions through simulation-trained neural networks.
Int. J. Comput. Assist. Radiol. Surg., 2019
IJCARS - IPCAI 2019 special issue: conference information processing for computer-assisted interventions, 10th international conference 2019 - part 1.
Int. J. Comput. Assist. Radiol. Surg., 2019
A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps.
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 Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Ensemble of Streamlined Bilinear Visual Question Answering Models for the ImageCLEF 2019 Challenge in the Medical Domain.
Proceedings of the Working Notes of CLEF 2019, 2019
2018
IEEE Trans. Medical Imaging, 2018
Reconstructing Evolving Tree Structures in Time Lapse Sequences by Enforcing Time-Consistency.
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Iterative multi-path tracking for video and volume segmentation with sparse point supervision.
Medical Image Anal., 2018
Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery.
CoRR, 2018
Int. J. Comput. Assist. Radiol. Surg., 2018
Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018
A Combined Simulation and Machine Learning Approach for Image-Based Force Classification During Robotized Intravitreal Injections.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
2017
IEEE Trans. Biomed. Eng., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017
Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
2016
Int. J. Comput. Assist. Radiol. Surg., 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
2014
Caenorhabditis Elegans Segmentation Using Texture-Based Models for Motility Phenotyping.
IEEE Trans. Biomed. Eng., 2014
Fast Part-Based Classification for Instrument Detection in Minimally Invasive Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Information Processing in Medical Imaging, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
J. Appl. Probab., 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011
2010
IEEE Trans. Pattern Anal. Mach. Intell., 2010
CoRR, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Information Processing in Computer-Assisted Interventions, 2010
2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009