Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer

Authors: Vétil, Rebeca, Abi-Nader, Clément, Bône, Alexandre, Vullierme, Marie-Pierre, Rohé, Marc-Michel, Gori, Pietro, Bloch, Isabelle

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2308.11389

Weakly-supervised positional contrastive learning: application to cirrhosis classification

Authors: Sarfati, Emma, Bône, Alexandre, Rohé, Marc-Michel, Gori, Pietro, Bloch, Isabelle

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.04617

Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies

Authors: Sarfati, Emma, Bone, Alexandre, Rohe, Marc-Michel, Gori, Pietro, Bloch, Isabelle

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2302.08427

CoRe: An Automated Pipeline for The Prediction of Liver Resection Complexity from Preoperative CT Scans

Authors: Ali, Omar, Bone, Alexandre, Accardo, Caterina, Belkouchi, Omar, Rohe, Marc-Michel, Vibert, Eric, Vignon-Clementel, Irene

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2210.08318

Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study

Authors: Saha, Anindo, Bosma, Joeran S., Twilt, Jasper J., van Ginneken, Bram, Noordman, Constant R., Slootweg, Ivan, Roest, Christian, Fransen, Stefan J., Sunoqrot, Mohammed R.S., Bathen, Tone F., Rouw, Dennis, Immerzeel, Jos, Geerdink, Jeroen, van Run, Chris, Groeneveld, Miriam, Meakin, James, Karagöz, Ahmet, Bône, Alexandre, Routier, Alexandre, Marcoux, Arnaud, Abi-Nader, Clément, Li, Cynthia Xinran, Feng, Dagan, Alis, Deniz, Karaarslan, Ercan, Ahn, Euijoon, Nicolas, François, Sonn, Geoffrey A., Bhattacharya, Indrani, Kim, Jinman, Shi, Jun, Jahanandish, Hassan, An, Hong, Kan, Hongyu, Oksuz, Ilkay, Qiao, Liang, Rohé, Marc-Michel, Yergin, Mert, Khadra, Mohamed, Şeker, Mustafa E., Kartal, Mustafa S., Debs, Noëlie, Fan, Richard E., Saunders, Sara, Soerensen, Simon J.C., Moroianu, Stefania, Vesal, Sulaiman, Yuan, Yuan, Malakoti-Fard, Afsoun, Mačiūnien, Agnė, Kawashima, Akira, de Sousa Machadov, Ana M.M. de M.G., Moreira, Ana Sofia L., Ponsiglione, Andrea, Rappaport, Annelies, Stanzione, Arnaldo, Ciuvasovas, Arturas, Turkbey, Baris, de Keyzer, Bart, Pedersen, Bodil G., Eijlers, Bram, Chen, Christine, Riccardo, Ciabattoni, Courrech Staal, Ewout F.W., Jäderling, Fredrik, Langkilde, Fredrik, Aringhieri, Giacomo, Brembilla, Giorgio, Son, Hannah, Vanderlelij, Hans, Raat, Henricus P.J., Pikūnienė, Ingrida, Macova, Iva, Schoots, Ivo, Caglic, Iztok, Zawaideh, Jeries P., Wallström, Jonas, Bittencourt, Leonardo K., Khurram, Misbah, Choi, Moon H., Takahashi, Naoki, Tan, Nelly, Franco, Paolo N., Gutierrez, Patricia A., Thimansson, Per Erik, Hanus, Pieter, Puech, Philippe, Rau, Philipp R., de Visschere, Pieter, Guillaume, Ramette, Cuocolo, Renato, Falcão, Ricardo O., van Stiphout, Rogier S.A., Girometti, Rossano, Briediene, Ruta, Grigienė, Rūta, Gitau, Samuel, Withey, Samuel, Ghai, Sangeet, Penzkofer, Tobias, Barrett, Tristan, Tammisetti, Varaha S., Løgager, Vibeke B., Černý, Vladimír, Venderink, Wulphert, Law, Yan M., Lee, Young J., Bjartell, Anders, Padhani, Anwar R., Bonekamp, David, Villeirs, Geert, Salomon, Georg, Giannarini, Gianluca, Kalpathy-Cramer, Jayashree, Barentsz, Jelle, Maier-Hein, Klaus H., Rusu, Mirabela, Obuchowski, Nancy A., Rouvière, Olivier, van den Bergh, Roderick, Panebianco, Valeria, Kasivisvanathan, Veeru, Yakar, Derya, Elschot, Mattijs, Veltman, Jeroen, Fütterer, Jurgen J., de Rooij, Maarten, Huisman, Henkjan, Bosma, Joeran S ^*, Twilt, Jasper J ^*, Padhani, Anwar R, Maier-Hein, Klaus H, Obuchowski, Nancy A, Fütterer, Jurgen J

Source: In The Lancet Oncology July 2024 25(7):879-887

Learning Shape Distributions from Large Databases of Healthy Organs: Applications to Zero-Shot and Few-Shot Abnormal Pancreas Detection
25th Medical image computing and computer-assisted intervention International conference, MICCAI

Authors: Vétil, Rebeca, Abi-Nader, Clément, Bône, Alexandre, Vullierme, Marie-Pierre, Rohé, Marc-Michel, Gori, Pietro, Bloch, Isabelle

Source: Lecture notes in computer science. 13432:464-473

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608180951&indx=1&recIds=ETOCCN608180951

Deformable registration of 3D CT images with partial liver
Medical Imaging 2023: Image Processing

Authors: Palma, Giovanni, Padiasek, Greg, Sitek, Arkadiusz, Dufort, Paul, Esquinas, Pedro, Rohé, Marc-Michel

Source: Proceedings of SPIE, the International Society for Optical Engineering. 12464:124642V-124642V-7

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN900061083&indx=1&recIds=ETOCCN900061083

From Dose Reduction to Contrast Maximization

Authors: Bône, Alexandre, Ammari, Samy, Menu, Yves, Balleyguier, Corinne, Moulton, Eric, Chouzenoux, Émilie, Volk, Andreas, Garcia, Gabriel C.T.E., Nicolas, François, Robert, Philippe, Rohé, Marc-Michel, Lassau, Nathalie

Source: Investigative radiology. 57(8):527-535

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100168974517.0x000001&indx=1&recIds=ETOCvdc_100168974517.0x000001

Automatic Multi-Atlas Segmentation of Myocardium with SVF-Net
Statistical atlases and computational models of the heart (International workshop)

Authors: Rohé, Marc-Michel, Sermesant, Maxime, Pennec, Xavier

Source: Lecture notes in computer science. 10663:170-180

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN603406368&indx=1&recIds=ETOCCN603406368

Low-dimensional representation of cardiac motion using Barycentric Subspaces: A new group-wise paradigm for estimation, analysis, and reconstruction

Authors: Rohé, Marc-Michel, Sermesant, Maxime, Pennec, Xavier

Source: In Medical Image Analysis April 2018 45:1-12

SVF-Net: Learning Deformable Image Registration Using Shape Matching
Medical Image Computing and Computer Assisted Intervention - MICCAI 2017

Authors: Rohé, Marc-Michel, Datar, Manasi, Heimann, Tobias, Sermesant, Maxime, Pennec, Xavier

Source: Lecture notes in computer science. 10433:266-274

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN602771763&indx=1&recIds=ETOCCN602771763

Prediction of Post-Ablation Outcome in Atrial Fibrillation Using Shape Parameterization and Partial Least Squares Regression
Functional imaging and modelling of the heart (International conference)

Authors: Jia, Shuman, Camaioni, Claudia, Rohé, Marc-Michel, Jaïs, Pierre, Pennec, Xavier, Cochet, Hubert, Sermesant, Maxime

Source: Lecture notes in computer science. 10263:311-321

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN602446217&indx=1&recIds=ETOCCN602446217

Barycentric Subspace Analysis: A New Symmetric Group-Wise Paradigm for Cardiac Motion Tracking
Medical image computing and computer-assisted intervention (International conference)

Authors: Rohé, Marc-Michel, Sermesant, Maxime, Pennec, Xavier

Source: Lecture notes in computer science. 9902:300-307

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN601784693&indx=1&recIds=ETOCCN601784693

Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct
STACOM (Workshop)

Authors: Rohé, Marc-Michel, Duchateau, Nicolas, Sermesant, Maxime, Pennec, Xavier

Source: Lecture notes in computer science. 9534:190-198

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN601140790&indx=1&recIds=ETOCCN601140790

Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study
Functioning imaging and modeling of the heart (International conference)

Authors: Molléro, Roch, Neumann, Dominik, Rohé, Marc-Michel, Datar, Manasi, Lombaert, Hervé, Ayache, Nicholas, Comaniciu, Dorin, Ecabert, Olivier, Chinali, Marcello, Rinelli, Gabriele

Source: Lecture notes in computer science. 9126:448-456

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN600421127&indx=1&recIds=ETOCCN600421127

Deformable registration of 3D CT images with partial liver

Authors: Colliot, Olivier, Išgum, Ivana, Palma, Giovanni, Padiasek, Greg, Sitek, Arkadiusz, Dufort, Paul, Esquinas, Pedro, Rohé, Marc-Michel

Source: Proceedings of SPIE; April 2023, Vol. 12464 Issue: 1 p124642V-124642V-7, 1121786p

Can Deep Learning Replace Gadolinium in Neuro-Oncology?: A Reader Study.

Authors: Ammari, Samy MD, MSc, Bône, Alexandre PhD, Balleyguier, Corinne MD, PhD, Moulton, Eric PhD, Chouzenoux, Émilie PhD, Volk, Andreas PhD, Menu, Yves MD, PhD, Bidault, François MD, PhD, Nicolas, François PhD, Robert, Philippe PhD, Rohé, Marc-Michel PhD, Lassau, Nathalie MD, PhD

Source: Investigative Radiology; Feb2022, Vol. 57 Issue 2, p1-9, 9p

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