Raphael Sznitman

144 papers A* 10A 4Misc 1Journal 86Unranked 38

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation. WACV Fei Wu, Pablo Márquez-Neila, Hedyeh Rafii-Tari, Raphael Sznitman
2025	—	`conf`	Dual Invariance Self-Training for Reliable Semi-Supervised Surgical Phase Recognition. ISBI Sahar Nasirihaghighi, Negin Ghamsarian, Raphael Sznitman, Klaus Schoeffmann
2025	J	`jnl`	Dual Invariance Self-training for Reliable Semi-supervised Surgical Phase Recognition. CoRR Sahar Nasirihaghighi, Negin Ghamsarian, Raphael Sznitman, Klaus Schoeffmann
2025	J	`jnl`	Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation. CoRR Negin Ghamsarian, Sahar Nasirihaghighi, Klaus Schoeffmann, Raphael Sznitman
2025	A*	`conf`	GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset. ACM Multimedia Sahar Nasirihaghighi, Negin Ghamsarian, Leonie Peschek, Matteo Munari, Heinrich Husslein, Raphael Sznitman, Klaus Schoeffmann
2025	J	`jnl`	GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset. CoRR Sahar Nasirihaghighi, Negin Ghamsarian, Leonie Peschek, Matteo Munari, Heinrich Husslein, Raphael Sznitman, Klaus Schoeffmann
2025	J	`jnl`	Inferring geometry and material properties from Mueller matrices with machine learning. CoRR Lars Doorenbos, C. H. Lucas Patty, Raphael Sznitman, Pablo Márquez-Neila
2025	—	`conf`	Iterative Deployment Exposure for Unsupervised Out-of-Distribution Detection. MICCAI (6) Lars Doorenbos, Raphael Sznitman, Pablo Márquez-Neila
2025	A	`conf`	SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation. WACV Javier Gamazo Tejero, Moritz Schmid, Pablo Márquez-Neila, Martin S. Zinkernagel, Sebastian Wolf, Raphael Sznitman
2025	J	`jnl`	SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation. CoRR Javier Gamazo Tejero, Moritz Schmid, Pablo Márquez-Neila, Martin S. Zinkernagel, Sebastian Wolf, Raphael Sznitman
2025	J	`jnl`	SAM-Fed: SAM-Guided Federated Semi-Supervised Learning for Medical Image Segmentation. CoRR Sahar Nasirihaghighi, Negin Ghamsarian, Yiping Li, Marcel Breeuwer, Raphael Sznitman, Klaus Schoeffmann
2025	J	`jnl`	Simulating pancreatic tissue motion to study the performance of polarimetry-based intraoperative cancer detection. Autom. Marcel Allenspach, Raphael Sznitman, Manuela Eugster
2025	J	`jnl`	WetCat: Automating Skill Assessment in Wetlab Cataract Surgery Videos. CoRR Negin Ghamsarian, Raphael Sznitman, Klaus Schoeffmann, Jens Kowal
2025	A*	`conf`	WetCat: Enabling Automated Skill Assessment in Wet-Lab Cataract Surgery Videos. ACM Multimedia Negin Ghamsarian, Raphael Sznitman, Klaus Schoeffmann, Jens Kowal
2024	J	`jnl`	Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation. CoRR Fei Wu, Pablo Márquez-Neila, Hedyeh Rafii-Tari, Raphael Sznitman
2024	J	`jnl`	Continual Unsupervised Out-of-Distribution Detection. CoRR Lars Doorenbos, Raphael Sznitman, Pablo Márquez-Neila
2024	A	`conf`	Correlation-aware active learning for surgery video segmentation. WACV Fei Wu, Pablo Márquez-Neila, Mingyi Zheng, Hedyeh Rafii-Tari, Raphael Sznitman
2024	J	`jnl`	DeepPyramid+: medical image segmentation using Pyramid View Fusion and Deformable Pyramid Reception. Int. J. Comput. Assist. Radiol. Surg. Negin Ghamsarian, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman
2024	J	`jnl`	Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models. CoRR Lars Doorenbos, Eva Sextl, Kevin Heng, Stefano Cavuoti, Massimo Brescia, Olena Torbaniuk, Giuseppe Longo, Raphael Sznitman, Pablo Márquez-Neila
2024	J	`jnl`	Hyperbolic Random Forests. Trans. Mach. Learn. Res. Lars Doorenbos, Pablo Márquez-Neila, Raphael Sznitman, Pascal Mettes
2024	J	`jnl`	Learning Non-Linear Invariants for Unsupervised Out-of-Distribution Detection. CoRR Lars Doorenbos, Raphael Sznitman, Pablo Márquez-Neila
2024	—	`conf`	Learning Non-linear Invariants for Unsupervised Out-of-Distribution Detection. ECCV (52) Lars Doorenbos, Raphael Sznitman, Pablo Márquez-Neila
2024	—	`conf`	Masked Image Modelling for Retinal OCT Understanding. OMIA@MICCAI Theodoros Pissas, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Raphael Sznitman
2024	J	`jnl`	Masked Image Modelling for retinal OCT understanding. CoRR Theodoros Pissas, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Raphael Sznitman
2024	J	`jnl`	Non-Linear Outlier Synthesis for Out-of-Distribution Detection. CoRR Lars Doorenbos, Raphael Sznitman, Pablo Márquez-Neila
2024	—	`conf`	Online 3D Reconstruction and Dense Tracking in Endoscopic Videos. MICCAI (6) Michel Hayoz, Christopher Hahne, Thomas Kurmann, Max Allan, Guido Beldi, Daniel Candinas, Pablo Márquez-Neila, Raphael Sznitman
2024	J	`jnl`	Online 3D reconstruction and dense tracking in endoscopic videos. CoRR Michel Hayoz, Christopher Hahne, Thomas Kurmann, Max Allan, Guido Beldi, Daniel Candinas, Pablo Márquez-Neila, Raphael Sznitman
2024	J	`jnl`	Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning. IEEE Access Negin Ghamsarian, Doris Putzgruber-Adamitsch, Stephanie Sarny, Raphael Sznitman, Klaus Schoeffmann, Yosuf El-Shabrawi
2024	J	`jnl`	RF-ULM: Ultrasound Localization Microscopy Learned From Radio-Frequency Wavefronts. IEEE Trans. Medical Imaging Christopher Hahne, Georges Chabouh, Arthur Chavignon, Olivier Couture, Raphael Sznitman
2024	Misc	`conf`	StofNet: Super-Resolution Time of Flight Network. ICASSP Christopher Hahne, Michel Hayoz, Raphael Sznitman
2024	—	`conf`	Targeted Visual Prompting for Medical Visual Question Answering. AMAI@MICCAI Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman
2024	J	`jnl`	Targeted Visual Prompting for Medical Visual Question Answering. CoRR Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman
2023	J	`jnl`	A reinforcement learning approach for VQA validation: An application to diabetic macular edema grading. Medical Image Anal. Tatiana Fountoukidou, Raphael Sznitman
2023	J	`jnl`	A reinforcement learning approach for VQA validation: an application to diabetic macular edema grading. CoRR Tatiana Fountoukidou, Raphael Sznitman
2023	J	`jnl`	Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection. CoRR Negin Ghamsarian, Yosuf El-Shabrawi, Sahar Nasirihaghighi, Doris Putzgruber-Adamitsch, Martin Zinkernagel, Sebastian Wolf, Klaus Schoeffmann, Raphael Sznitman
2023	J	`jnl`	Correlation-aware active learning for surgery video segmentation. CoRR Fei Wu, Pablo Márquez-Neila, Mingyi Zheng, Hedyeh Rafii-Tari, Raphael Sznitman
2023	J	`jnl`	DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception. CoRR Negin Ghamsarian, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman
2023	—	`conf`	Domain Adaptation for Medical Image Segmentation Using Transformation-Invariant Self-training. MICCAI (1) Negin Ghamsarian, Javier Gamazo Tejero, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman
2023	J	`jnl`	Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training. CoRR Negin Ghamsarian, Javier Gamazo Tejero, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman
2023	A*	`conf`	Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns. CVPR Javier Gamazo Tejero, Martin S. Zinkernagel, Sebastian Wolf, Raphael Sznitman, Pablo Márquez-Neila
2023	J	`jnl`	Full or Weak annotations? An adaptive strategy for budget-constrained annotation campaigns. CoRR Javier Gamazo Tejero, Martin S. Zinkernagel, Sebastian Wolf, Raphael Sznitman, Pablo Márquez-Neila
2023	—	`conf`	Geometric Ultrasound Localization Microscopy. MICCAI (10) Christopher Hahne, Raphael Sznitman
2023	J	`jnl`	Geometric Ultrasound Localization Microscopy. CoRR Christopher Hahne, Raphael Sznitman
2023	J	`jnl`	Hyperbolic Random Forests. CoRR Lars Doorenbos, Pablo Márquez-Neila, Raphael Sznitman, Pascal Mettes
2023	J	`jnl`	Learning How To Robustly Estimate Camera Pose in Endoscopic Videos. CoRR Michel Hayoz, Christopher Hahne, Mathias Gallardo, Daniel Candinas, Thomas Kurmann, Maximilian Allan, Raphael Sznitman
2023	J	`jnl`	Learning Super-Resolution Ultrasound Localization Microscopy from Radio-Frequency Data. CoRR Christopher Hahne, Georges Chabouh, Olivier Couture, Raphael Sznitman
2023	J	`jnl`	Learning how to robustly estimate camera pose in endoscopic videos. Int. J. Comput. Assist. Radiol. Surg. Michel Hayoz, Christopher Hahne, Mathias Gallardo, Daniel Candinas, Thomas Kurmann, Maximilian Allan, Raphael Sznitman
2023	—	`conf`	Localized Questions in Medical Visual Question Answering. MICCAI (2) Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman
2023	J	`jnl`	Localized Questions in Medical Visual Question Answering. CoRR Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman
2023	A*	`conf`	Logical Implications for Visual Question Answering Consistency. CVPR Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman
2023	J	`jnl`	Logical Implications for Visual Question Answering Consistency. CoRR Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman
2023	J	`jnl`	Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning. CoRR Negin Ghamsarian, Doris Putzgruber-Adamitsch, Stephanie Sarny, Raphael Sznitman, Klaus Schoeffmann, Yosuf El-Shabrawi
2023	J	`jnl`	RF-ULM: Deep Learning for Radio-Frequency Ultrasound Localization Microscopy. CoRR Christopher Hahne, Georges Chabouh, Arthur Chavignon, Olivier Couture, Raphael Sznitman
2023	A*	`conf`	Stochastic Segmentation with Conditional Categorical Diffusion Models. ICCV Lukas Zbinden, Lars Doorenbos, Theodoros Pissas, Adrian Thomas Huber, Raphael Sznitman, Pablo Márquez-Neila
2023	J	`jnl`	Stochastic Segmentation with Conditional Categorical Diffusion Models. CoRR Lukas Zbinden, Lars Doorenbos, Theodoros Pissas, Raphael Sznitman, Pablo Márquez-Neila
2023	J	`jnl`	StofNet: Super-resolution Time of Flight Network. CoRR Christopher Hahne, Michel Hayoz, Raphael Sznitman
2023	J	`jnl`	Unsupervised out-of-distribution detection for safer robotically guided retinal microsurgery. Int. J. Comput. Assist. Radiol. Surg. Alain Jungo, Lars Doorenbos, Tommaso Da Col, Maarten Beelen, Martin Zinkernagel, Pablo Márquez-Neila, Raphael Sznitman
2023	J	`jnl`	Unsupervised out-of-distribution detection for safer robotically-guided retinal microsurgery. CoRR Alain Jungo, Lars Doorenbos, Tommaso Da Col, Maarten Beelen, Martin Zinkernagel, Pablo Márquez-Neila, Raphael Sznitman
2022	—	`conf`	Consistency-Preserving Visual Question Answering in Medical Imaging. MICCAI (8) Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman
2022	J	`jnl`	Consistency-preserving Visual Question Answering in Medical Imaging. CoRR Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman
2022	—	`conf`	Data Invariants to Understand Unsupervised Out-of-Distribution Detection. ECCV (31) Lars Doorenbos, Raphael Sznitman, Pablo Márquez-Neila
2022	—	`conf`	DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos. MICCAI (5) Negin Ghamsarian, Mario Taschwer, Raphael Sznitman, Klaus Schoeffmann
2022	J	`jnl`	DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos. CoRR Negin Ghamsarian, Mario Taschwer, Raphael Sznitman, Klaus Schoeffmann
2022	J	`jnl`	Surgical data science - from concepts toward clinical translation. Medical Image Anal. Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes Götz Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Roß, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel Richard Leff, Amin Madani, Hani J. Marcus, Ozanan R. Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin, Stefanie Speidel
2022	J	`jnl`	ULISSE: A Tool for One-shot Sky Exploration and its Application to Active Galactic Nuclei Detection. CoRR Lars Doorenbos, Olena Torbaniuk, Stefano Cavuoti, Maurizio Paolillo, Giuseppe Longo, Massimo Brescia, Raphael Sznitman, Pablo Márquez-Neila
2021	J	`jnl`	A Positive/Unlabeled Approach for the Segmentation of Medical Sequences using Point-Wise Supervision. CoRR Laurent Lejeune, Raphael Sznitman
2021	J	`jnl`	A positive/unlabeled approach for the segmentation of medical sequences using point-wise supervision. Medical Image Anal. Laurent Lejeune, Raphael Sznitman
2021	—	`conf`	CataNet: Predicting Remaining Cataract Surgery Duration. MICCAI (4) Andrés Marafioti, Michel Hayoz, Mathias Gallardo, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Raphael Sznitman
2021	J	`jnl`	CataNet: Predicting remaining cataract surgery duration. CoRR Andrés Marafioti, Michel Hayoz, Mathias Gallardo, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Raphael Sznitman
2021	J	`jnl`	Data Invariants to Understand Unsupervised Out-of-Distribution Detection. CoRR Lars Doorenbos, Raphael Sznitman, Pablo Márquez-Neila
2021	—	`ed.`	Deep Generative Models, and Data Augmentation, Labelling, and Imperfections - First Workshop, DGM4MICCAI 2021, and First Workshop, DALI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings DGM4MICCAI/DALI@MICCAI Sandy Engelhardt, Ilkay Öksüz, Dajiang Zhu, Yixuan Yuan, Anirban Mukhopadhyay, Nicholas Heller, Sharon Xiaolei Huang, Hien Van Nguyen, Raphael Sznitman, Yuan Xue
2021	J	`jnl`	Mask then classify: multi-instance segmentation for surgical instruments. Int. J. Comput. Assist. Radiol. Surg. Thomas Kurmann, Pablo Márquez-Neila, Max Allan, Sebastian Wolf, Raphael Sznitman
2021	—	`conf`	SS3D: Unsupervised Out-of-Distribution Detection and Localization for Medical Volumes. MIDOG/MOOD/Learn2Reg@MICCAI Lars Doorenbos, Raphael Sznitman, Pablo Márquez-Neila
2021	J	`jnl`	Stereo Correspondence and Reconstruction of Endoscopic Data Challenge. CoRR Max Allan, A. Jonathan McLeod, Congcong Wang, Jean-Claude Rosenthal, Zhenglei Hu, Niklas Gard, Peter Eisert, Ke Xue Fu, Trevor Zeffiro, Wenyao Xia, Zhanshi Zhu, Huoling Luo, Fucang Jia, Xiran Zhang, Xiaohong Li, Lalith Sharan, Thomas Kurmann, Sebastian Schmid, Raphael Sznitman, Dimitris Psychogyios, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel
2020	J	`jnl`	A Question-Centric Model for Visual Question Answering in Medical Imaging. CoRR Minh H. Vu, Tommy Löfstedt, Tufve Nyholm, Raphael Sznitman
2020	J	`jnl`	A Question-Centric Model for Visual Question Answering in Medical Imaging. IEEE Trans. Medical Imaging Minh H. Vu, Tommy Löfstedt, Tufve Nyholm, Raphael Sznitman
2020	—	`conf`	Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. iMIMIC/MIL3ID/LABELS@MICCAI Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020	—	`ed.`	Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings iMIMIC/MIL3ID/LABELS@MICCAI Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020	J	`jnl`	Surgical Data Science - from Concepts to Clinical Translation. CoRR Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Beat Peter Müller-Stich, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Hannes Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Pierre Jannin, Stefanie Speidel
2019	—	`conf`	A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps. MIDL Huu-Giao Nguyen, Alessia Pica, Jan Hrbacek, Damien C. Weber, Francesco La Rosa, Ann Schalenbourg, Raphael Sznitman, Meritxell Bach Cuadra
2019	—	`conf`	Concept-Centric Visual Turing Tests for Method Validation. MICCAI (5) Tatiana Fountoukidou, Raphael Sznitman
2019	J	`jnl`	Concept-Centric Visual Turing Tests for Method Validation. CoRR Tatiana Fountoukidou, Raphael Sznitman
2019	J	`jnl`	Deep Multi Label Classification in Affine Subspaces. CoRR Thomas Kurmann, Pablo Márquez-Neila, Sebastian Wolf, Raphael Sznitman
2019	—	`conf`	Deep Multi-label Classification in Affine Subspaces. MICCAI (1) Thomas Kurmann, Pablo Márquez-Neila, Sebastian Wolf, Raphael Sznitman
2019	—	`conf`	Ensemble of Streamlined Bilinear Visual Question Answering Models for the ImageCLEF 2019 Challenge in the Medical Domain. CLEF (Working Notes) Minh H. Vu, Raphael Sznitman, Tufve Nyholm, Tommy Löfstedt
2019	J	`jnl`	Force classification during robotic interventions through simulation-trained neural networks. Int. J. Comput. Assist. Radiol. Surg. Andrea Mendizabal, Raphael Sznitman, Stephane Cotin
2019	—	`conf`	Fused Detection of Retinal Biomarkers in OCT Volumes. MICCAI (1) Thomas Kurmann, Pablo Márquez-Neila, Siqing Yu, Marion Munk, Sebastian Wolf, Raphael Sznitman
2019	J	`jnl`	Fused Detection of Retinal Biomarkers in OCT Volumes. CoRR Thomas Kurmann, Pablo Márquez-Neila, Siqing Yu, Marion Munk, Sebastian Wolf, Raphael Sznitman
2019	J	`jnl`	Geometry in active learning for binary and multi-class image segmentation. Comput. Vis. Image Underst. Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2019	J	`jnl`	IJCARS - IPCAI 2019 special issue: conference information processing for computer-assisted interventions, 10th international conference 2019 - part 1. Int. J. Comput. Assist. Radiol. Surg. Elvis C. S. Chen, Kanako Harada, Raphael Sznitman
2019	—	`conf`	Image Data Validation for Medical Systems. MICCAI (4) Pablo Márquez-Neila, Raphael Sznitman
2019	—	`ed.`	Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention - International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings LABELS/HAL-MICCAI/CuRIOUS@MICCAI Luping Zhou, Nicholas Heller, Yiyu Shi, Yiming Xiao, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Xiaobo Sharon Hu, Danny Ziyi Chen, Matthieu Chabanas, Hassan Rivaz, Ingerid Reinertsen
2019	J	`jnl`	Patient-attentive sequential strategy for perimetry-based visual field acquisition. Medical Image Anal. Serife Seda Kucur, Pablo Márquez-Neila, Mathias Abegg, Raphael Sznitman
2018	—	`conf`	A Combined Simulation and Machine Learning Approach for Image-Based Force Classification During Robotized Intravitreal Injections. MICCAI (4) Andrea Mendizabal, Tatiana Fountoukidou, Jan Hermann, Raphael Sznitman, Stephane Cotin
2018	J	`jnl`	Articulated Multi-Instrument 2-D Pose Estimation Using Fully Convolutional Networks. IEEE Trans. Medical Imaging Xiaofei Du, Thomas Kurmann, Ping-Lin Chang, Maximilian Allan, Sébastien Ourselin, Raphael Sznitman, John D. Kelly, Danail Stoyanov
2018	J	`jnl`	Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery. CoRR Sebastian Bodenstedt, Max Allan, Anthony Agustinos, Xiaofei Du, Luis C. García-Peraza-Herrera, Hannes Kenngott, Thomas Kurmann, Beat P. Müller-Stich, Sébastien Ourselin, Daniil Pakhomov, Raphael Sznitman, Marvin Teichmann, Martin Thoma, Tom Vercauteren, Sandrine Voros, Martin Wagner, Pamela Wochner, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel
2018	J	`jnl`	Discovering General-Purpose Active Learning Strategies. CoRR Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2018	—	`ed.`	Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis - 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings CVII-STENT/LABELS@MICCAI Danail Stoyanov, Zeike Taylor, Simone Balocco, Raphael Sznitman, Anne L. Martel, Lena Maier-Hein, Luc Duong, Guillaume Zahnd, Stefanie Demirci, Shadi Albarqouni, Su-Lin Lee, Stefano Moriconi, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Eric Granger, Pierre Jannin
2018	J	`jnl`	Iterative multi-path tracking for video and volume segmentation with sparse point supervision. CoRR Laurent Lejeune, Jan Grossrieder, Raphael Sznitman
2018	J	`jnl`	Iterative multi-path tracking for video and volume segmentation with sparse point supervision. Medical Image Anal. Laurent Lejeune, Jan Grossrieder, Raphael Sznitman
2018	J	`jnl`	Motion-invariant SRT treatment detection from direct M-scan OCT imaging. Int. J. Comput. Assist. Radiol. Surg. Tatiana Fountoukidou, Philippe Raisin, Daniel Kaufmann, Jörn Justiz, Raphael Sznitman, Sebastian Wolf
2018	—	`conf`	Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs. COMPAY/OMIA@MICCAI Huu-Giao Nguyen, Alessia Pica, Philippe Maeder, Ann Schalenbourg, Marta Peroni, Jan Hrbacek, Damien C. Weber, Meritxell Bach Cuadra, Raphael Sznitman
2018	J	`jnl`	Reconstructing Evolving Tree Structures in Time Lapse Sequences by Enforcing Time-Consistency. IEEE Trans. Pattern Anal. Mach. Intell. Przemyslaw Glowacki, Miguel Amável Pinheiro, Agata Mosinska, Engin Türetken, Daniel Lebrecht, Raphael Sznitman, Anthony Holtmaat, Jan Kybic, Pascal Fua
2017	J	`jnl`	Efficient OCT Volume Reconstruction From Slitlamp Microscopes. IEEE Trans. Biomed. Eng. Stefanos Apostolopoulos, Raphael Sznitman
2017	—	`conf`	Expected Exponential Loss for Gaze-Based Video and Volume Ground Truth Annotation. CVII-STENT/LABELS@MICCAI Laurent Lejeune, Mario Christoudias, Raphael Sznitman
2017	J	`jnl`	Expected exponential loss for gaze-based video and volume ground truth annotation. CoRR Laurent Lejeune, Mario Christoudias, Raphael Sznitman
2017	—	`conf`	Learning Active Learning from Data. NIPS Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2017	J	`jnl`	Learning Active Learning from Real and Synthetic Data. CoRR Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2017	—	`conf`	Pathological OCT Retinal Layer Segmentation Using Branch Residual U-Shape Networks. MICCAI (3) Stefanos Apostolopoulos, Sandro De Zanet, Carlos Ciller, Sebastian Wolf, Raphael Sznitman
2017	J	`jnl`	Pathological OCT Retinal Layer Segmentation using Branch Residual U-shape Networks. CoRR Stefanos Apostolopoulos, Sandro De Zanet, Carlos Ciller, Sebastian Wolf, Raphael Sznitman
2017	—	`conf`	Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery. MICCAI (2) Thomas Kurmann, Pablo Márquez-Neila, Xiaofei Du, Pascal Fua, Danail Stoyanov, Sebastian Wolf, Raphael Sznitman
2017	J	`jnl`	Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery. CoRR Thomas Kurmann, Pablo Márquez-Neila, Xiaofei Du, Pascal Fua, Danail Stoyanov, Sebastian Wolf, Raphael Sznitman
2016	—	`ed.`	15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29 - October 1, 2016, Bern, Switzerland CURAC Juan Ansó, Kate Gerber, Nicolas Gerber, Marius Schwalbe, Raphael Sznitman, Stefan Weber, Tom M. Williamson, Wilhelm Wimmer, Arya Nabavi
2016	A*	`conf`	Active Learning for Delineation of Curvilinear Structures. CVPR Agata Mosinska-Domanska, Raphael Sznitman, Przemyslaw Glowacki, Pascal Fua
2016	J	`jnl`	Automatic assessment of time-resolved OCT images for selective retina therapy. Int. J. Comput. Assist. Radiol. Surg. Sarah Zbinden, Serife Seda Kucur, Patrick Steiner, Sebastian Wolf, Raphael Sznitman
2016	J	`jnl`	Geometry in Active Learning for Binary and Multi-class Image Segmentation. CoRR Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2016	J	`jnl`	RetiNet: Automatic AMD identification in OCT volumetric data. CoRR Stefanos Apostolopoulos, Carlos Ciller, Sandro I. De Zanet, Sebastian Wolf, Raphael Sznitman
2016	J	`jnl`	Retinal slit lamp video mosaicking. Int. J. Comput. Assist. Radiol. Surg. Sandro De Zanet, Tobias Rudolph, Rogério Richa, Christoph Tappeiner, Raphael Sznitman
2015	J	`jnl`	Active Learning for Delineation of Curvilinear Structures. CoRR Agata Mosinska, Raphael Sznitman, Przemyslaw Glowacki, Pascal Fua
2015	A*	`conf`	Bayesian Multiple Target Localization. ICML Purnima Rajan, Weidong Han, Raphael Sznitman, Peter I. Frazier, Bruno Jedynak
2015	A*	`conf`	Introducing Geometry in Active Learning for Image Segmentation. ICCV Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2015	J	`jnl`	Introducing Geometry in Active Learning for Image Segmentation. CoRR Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2015	J	`jnl`	Non-Rigid Graph Registration Using Active Testing Search. IEEE Trans. Pattern Anal. Mach. Intell. Eduard Serradell, Miguel Amável Pinheiro, Raphael Sznitman, Jan Kybic, Francesc Moreno-Noguer, Pascal Fua
2014	J	`jnl`	Caenorhabditis Elegans Segmentation Using Texture-Based Models for Motility Phenotyping. IEEE Trans. Biomed. Eng. Ayala Greenblum, Raphael Sznitman, Pascal Fua, Paulo E. Arratia, Josué Sznitman
2014	—	`conf`	Fast Part-Based Classification for Instrument Detection in Minimally Invasive Surgery. MICCAI (2) Raphael Sznitman, Carlos J. Becker, Pascal Fua
2014	A*	`conf`	Reconstructing Evolving Tree Structures in Time Lapse Sequences. CVPR Przemyslaw Glowacki, Miguel Amável Pinheiro, Engin Türetken, Raphael Sznitman, Daniel Lebrecht, Jan Kybic, Anthony Holtmaat, Pascal Fua
2013	—	`conf`	Active Testing Search for Point Cloud Matching. IPMI Miguel Amável Pinheiro, Raphael Sznitman, Eduard Serradell, Jan Kybic, Francesc Moreno-Noguer, Pascal Fua
2013	—	`conf`	An Optimal Policy for Target Localization with Application to Electron Microscopy. ICML (1) Raphael Sznitman, Aurélien Lucchi, Peter I. Frazier, Bruno Jedynak, Pascal Fua
2013	A*	`conf`	Fast Object Detection with Entropy-Driven Evaluation. CVPR Raphael Sznitman, Carlos J. Becker, François Fleuret, Pascal Fua
2013	—	`conf`	Flash Scanning Electron Microscopy. MICCAI (3) Raphael Sznitman, Aurélien Lucchi, Marco Cantoni, Graham Knott, Pascal Fua
2013	J	`jnl`	Unified Detection and Tracking of Instruments during Retinal Microsurgery. IEEE Trans. Pattern Anal. Mach. Intell. Raphael Sznitman, Rogério Richa, Russell H. Taylor, Bruno Jedynak, Gregory D. Hager
2012	—	`conf`	Data-Driven Visual Tracking in Retinal Microsurgery. MICCAI (2) Raphael Sznitman, Karim Ali, Rogério Richa, Russell H. Taylor, Gregory D. Hager, Pascal Fua
2012	—	`conf`	Efficient Scanning for EM Based Target Localization. MICCAI (3) Raphael Sznitman, Aurélien Lucchi, Natasa Pjescic-Emedji, Graham Knott, Pascal Fua
2012	J	`jnl`	Twenty Questions with Noise: Bayes Optimal Policies for Entropy Loss. J. Appl. Probab. Bruno Jedynak, Peter I. Frazier, Raphael Sznitman
2012	J	`jnl`	Vision-Based Proximity Detection in Retinal Surgery. IEEE Trans. Biomed. Eng. Rogério Richa, Marcin Balicki, Raphael Sznitman, Eric M. Meisner, Russell H. Taylor, Gregory D. Hager
2011	—	`conf`	Unified Detection and Tracking in Retinal Microsurgery. MICCAI (1) Raphael Sznitman, Anasuya Basu, Rogério Richa, Jim Handa, Peter Gehlbach, Russell H. Taylor, Bruno Jedynak, Gregory D. Hager
2011	—	`conf`	Visual Tracking of Surgical Tools for Proximity Detection in Retinal Surgery. IPCAI Rogério Richa, Marcin Balicki, Eric M. Meisner, Raphael Sznitman, Russell H. Taylor, Gregory D. Hager
2011	A	`conf`	Visual tracking using the sum of conditional variance. IROS Rogério Richa, Raphael Sznitman, Russell H. Taylor, Gregory D. Hager
2010	—	`conf`	Active Multispectral Illumination and Image Fusion for Retinal Microsurgery. IPCAI Raphael Sznitman, Seth Billings, Diego Rother, Daniel Mirota, Yi Yang, James Handa, Peter Gehlbach, Jin U. Kang, Gregory D. Hager, Russell H. Taylor
2010	J	`jnl`	Active Testing for Face Detection and Localization CoRR Raphael Sznitman, Bruno Jedynak
2010	J	`jnl`	Active Testing for Face Detection and Localization. IEEE Trans. Pattern Anal. Mach. Intell. Raphael Sznitman, Bruno Jedynak
2010	—	`conf`	Adaptive Multispectral Illumination for Retinal Microsurgery. MICCAI (3) Raphael Sznitman, Diego Rother, James Handa, Peter Gehlbach, Gregory D. Hager, Russell H. Taylor
2010	J	`jnl`	Multi-environment model estimation for motility analysis of Caenorhabditis Elegans CoRR Raphael Sznitman, Manaswi Gupta, Gregory D. Hager, Paulo E. Arratia, Josué Sznitman
2009	—	`conf`	Active background modeling: Actors on a stage. ICCV Workshops Raphael Sznitman, Henry Lin, Manaswi Gupta, Gregory D. Hager