A cross-scanner and cross-tracer deep learning method for the recovery of standard-dose imaging quality from low-dose PET
Xue, Song, Guo, Rui, Bohn, Karl Peter, Matzke, Jared, Viscione, Marco, Alberts, Ian, Meng, Hongping, Sun, Chenwei, Zhang, Miao, Zhang, Min, Sznitman, Raphael, El Fakhri, Georges, Rominger, Axel, Li, Biao, Shi, Kuangyu
Published in European journal of nuclear medicine and molecular imaging (01.05.2022)
Published in European journal of nuclear medicine and molecular imaging (01.05.2022)
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Journal Article
Articulated Multi-Instrument 2-D Pose Estimation Using Fully Convolutional Networks
Du, Xiaofei, Kurmann, Thomas, Chang, Ping-Lin, Allan, Maximilian, Ourselin, Sebastien, Sznitman, Raphael, Kelly, John D., Stoyanov, Danail
Published in IEEE transactions on medical imaging (01.05.2018)
Published in IEEE transactions on medical imaging (01.05.2018)
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Journal Article
Supervised machine learning for analysing spectra of exoplanetary atmospheres
Márquez-Neila, Pablo, Fisher, Chloe, Sznitman, Raphael, Heng, Kevin
Published in Nature astronomy (01.09.2018)
Published in Nature astronomy (01.09.2018)
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Journal Article
Learning how to robustly estimate camera pose in endoscopic videos
Hayoz, Michel, Hahne, Christopher, Gallardo, Mathias, Candinas, Daniel, Kurmann, Thomas, Allan, Maximilian, Sznitman, Raphael
Published in International journal for computer assisted radiology and surgery (01.07.2023)
Published in International journal for computer assisted radiology and surgery (01.07.2023)
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Journal Article
DeepPyramid+: medical image segmentation using Pyramid View Fusion and Deformable Pyramid Reception
Ghamsarian, Negin, Wolf, Sebastian, Zinkernagel, Martin, Schoeffmann, Klaus, Sznitman, Raphael
Published in International journal for computer assisted radiology and surgery (01.05.2024)
Published in International journal for computer assisted radiology and surgery (01.05.2024)
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Journal Article
Using domain knowledge for robust and generalizable deep learning-based CT-free PET attenuation and scatter correction
Guo, Rui, Xue, Song, Hu, Jiaxi, Sari, Hasan, Mingels, Clemens, Zeimpekis, Konstantinos, Prenosil, George, Wang, Yue, Zhang, Yu, Viscione, Marco, Sznitman, Raphael, Rominger, Axel, Li, Biao, Shi, Kuangyu
Published in Nature communications (06.10.2022)
Published in Nature communications (06.10.2022)
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Journal Article
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
Zhou, Luping, Heller, Nicholas, Shi, Yiyu, Xiao, Yiming, Sznitman, Raphael, Cheplygina, Veronika, Mateus, Diana, Trucco, Emanuele, Hu, X. Sharon, Chen, Danny
Published in Lecture Notes in Computer Science (2019)
Published in Lecture Notes in Computer Science (2019)
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Conference Proceeding
Convolutional neural network for automated segmentation of the liver and its vessels on non-contrast T1 vibe Dixon acquisitions
Zbinden, Lukas, Catucci, Damiano, Suter, Yannick, Berzigotti, Annalisa, Ebner, Lukas, Christe, Andreas, Obmann, Verena Carola, Sznitman, Raphael, Huber, Adrian Thomas
Published in Scientific reports (21.12.2022)
Published in Scientific reports (21.12.2022)
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Journal Article
CODEX, a neural network approach to explore signaling dynamics landscapes
Jacques, Marc‐Antoine, Dobrzyński, Maciej, Gagliardi, Paolo Armando, Sznitman, Raphael, Pertz, Olivier
Published in Molecular systems biology (01.04.2021)
Published in Molecular systems biology (01.04.2021)
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Journal Article
Predicting OCT biological marker localization from weak annotations
Tejero, Javier Gamazo, Neila, Pablo Márquez, Kurmann, Thomas, Gallardo, Mathias, Zinkernagel, Martin, Wolf, Sebastian, Sznitman, Raphael
Published in Scientific reports (11.11.2023)
Published in Scientific reports (11.11.2023)
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Journal Article
Müller matrix polarimetry for pancreatic tissue characterization
Sampaio, Paulo, Lopez-Antuña, Maria, Storni, Federico, Wicht, Jonatan, Sökeland, Greta, Wartenberg, Martin, Márquez-Neila, Pablo, Candinas, Daniel, Demory, Brice-Olivier, Perren, Aurel, Sznitman, Raphael
Published in Scientific reports (29.09.2023)
Published in Scientific reports (29.09.2023)
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Journal Article
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
Stoyanov, Danail, Taylor, Zeike, Balocco, Simone, Sznitman, Raphael, Martel, Anne, Maier-Hein, Lena, Duong, Luc, Zahnd, Guillaume, Demirci, Stefanie, Albarqouni, Shadi
Published in Lecture Notes in Computer Science (2018)
Published in Lecture Notes in Computer Science (2018)
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Conference Proceeding
Automatically Enhanced OCT Scans of the Retina: A proof of concept study
Apostolopoulos, Stefanos, Salas, Jazmín, Ordóñez, José L. P., Tan, Shern Shiou, Ciller, Carlos, Ebneter, Andreas, Zinkernagel, Martin, Sznitman, Raphael, Wolf, Sebastian, De Zanet, Sandro, Munk, Marion R.
Published in Scientific reports (08.05.2020)
Published in Scientific reports (08.05.2020)
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Journal Article
Cataract-1K Dataset for Deep-Learning-Assisted Analysis of Cataract Surgery Videos
Ghamsarian, Negin, El-Shabrawi, Yosuf, Nasirihaghighi, Sahar, Putzgruber-Adamitsch, Doris, Zinkernagel, Martin, Wolf, Sebastian, Schoeffmann, Klaus, Sznitman, Raphael
Published in Scientific data (12.04.2024)
Published in Scientific data (12.04.2024)
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