Martin Vallières - Publications, H-index & Citations

Martin Vallières

ecole centrale de nantes

31H指数

117论文数

9.8K被引数

收录论文 57

发表时间

Population-Graph Post-hoc Correction of Survival Predictions for Improved Risk Stratification 基于人口-图的后验校正以提高生存预测的风险分层

RECONSTRUCTION AND IMAGING MOTION ESTIMATION, AND GRAPHS IN BIOMEDICAL IMAGE ANALYSIS, RIME 2025, GRAIL 2025

IF0

2026-01-01

PREAI

Thiery, Oriane; Rizkallah, Mira; Laribi, Hakima; Vallieres, Martin; Carlier, Thomas; Mateus, Diana

Beyond single-run metrics with CP-fuse: A rigorous multi-cohort evaluation of clinico-pathological fusion for improved survival prediction in TCGA 超越单次运行指标：利用CP-fuse对临床病理融合进行严格的多队列评估，以改进TCGA中的生存预测

MACHINE LEARNING WITH APPLICATIONS

IF4.9

2025-11-01

OAAI

Duran, Juan; Zou, Yujing; Vallieres, Martin; Enger, Shirin A.

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge 通过联合肿瘤分割 (FeTS) 挑战实现医疗AI算法的公平分散基准测试

Nature Communications

IF15.7

2025-07-08

OAAI

Maximilian Zenk; Ujjwal Baid; Sarthak Pati; Akis Linardos; Brandon Edwards; Micah Sheller; Patrick Foley; Alejandro Aristizabal; David Zimmerer; Alexey Gruzdev; Jason Martin; Russell T. Shinohara; Annika Reinke; Fabian Isensee; Santhosh Parampottupadam; Kaushal Parekh; Ralf Floca; Hasan Kassem; Bhakti Baheti; Siddhesh Thakur; Verena Chung; Kaisar Kushibar; Karim Lekadir; Meirui Jiang; Youtan Yin; Hongzheng Yang; Quande Liu; Cheng Chen; Qi Dou; Pheng-Ann Heng; Xiaofan Zhang; Shaoting Zhang; Muhammad Irfan Khan; Mohammad Ayyaz Azeem; Mojtaba Jafaritadi; Esa Alhoniemi; Elina Kontio; Suleiman A. Khan; Leon Mächler; Ivan Ezhov; Florian Kofler; Suprosanna Shit; Johannes C. Paetzold; Timo Loehr; Benedikt Wiestler; Himashi Peiris; Kamlesh Pawar; Shenjun Zhong; Zhaolin Chen; Munawar Hayat; Gary Egan; Mehrtash Harandi; Ece Isik Polat; Gorkem Polat; Altan Kocyigit; Alptekin Temizel; Anup Tuladhar; Lakshay Tyagi; Raissa Souza; Nils D. Forkert; Pauline Mouches; Matthias Wilms; Vishruth Shambhat; Akansh Maurya; Shubham Subhas Danannavar; Rohit Kalla; Vikas Kumar Anand; Ganapathy Krishnamurthi; Sahil Nalawade; Chandan Ganesh; Ben Wagner; Divya Reddy; Yudhajit Das; Fang F. Yu; Baowei Fei; Ananth J. Madhuranthakam; Joseph Maldjian; Gaurav Singh; Jianxun Ren; Wei Zhang; Ning An; Qingyu Hu; Youjia Zhang; Ying Zhou; Vasilis Siomos; Giacomo Tarroni; Jonathan Passerrat-Palmbach; Ambrish Rawat; Giulio Zizzo; Swanand Ravindra Kadhe; Jonathan P. Epperlein; Stefano Braghin; Yuan Wang; Renuga Kanagavelu; Qingsong Wei; Yechao Yang; Yong Liu; Krzysztof Kotowski; Szymon Adamski; Bartosz Machura; Wojciech Malara; Lukasz Zarudzki; Jakub Nalepa; Yaying Shi; Hongjian Gao; Salman Avestimehr; Yonghong Yan; Agus S. Akbar; Ekaterina Kondrateva; Hua Yang; Zhaopei Li; Hung-Yu Wu; Johannes Roth; Camillo Saueressig; Alexandre Milesi; Quoc D. Nguyen; Nathan J. Gruenhagen; Tsung-Ming Huang; Jun Ma; Har Shwinder H. Singh; Nai-Yu Pan; Dingwen Zhang; Ramy A. Zeineldin; Michal Futrega; Yading Yuan; Gian Marco Conte; Xue Feng; Quan D. Pham; Yong Xia; Zhifan Jiang; Huan Minh Luu; Mariia Dobko; Alexandre Carré; Bair Tuchinov; Hassan Mohy-ud-Din; Saruar Alam; Anup Singh; Nameeta Shah; Weichung Wang; Chiharu Sako; Michel Bilello; Satyam Ghodasara; Suyash Mohan; Christos Davatzikos; Evan Calabrese; Jeffrey Rudie; Javier Villanueva-Meyer; Soonmee Cha; Christopher Hess; John Mongan; Madhura Ingalhalikar; Manali Jadhav; Umang Pandey; Jitender Saini; Raymond Y. Huang; Ken Chang; Minh-Son To; Sargam Bhardwaj; Chee Chong; Marc Agzarian; Michal Kozubek; Filip Lux; Jan Michálek; Petr Matula; Miloš Ker^kovský; Tereza Kopr^ivová; Marek Dostál; Václav Vybíhal; Marco C. Pinho; James Holcomb; Marie Metz; Rajan Jain; Matthew D. Lee; Yvonne W. Lui; Pallavi Tiwari; Ruchika Verma; Rohan Bareja; Ipsa Yadav; Jonathan Chen; Neeraj Kumar; Yuriy Gusev; Krithika Bhuvaneshwar; Anousheh Sayah; Camelia Bencheqroun; Anas Belouali; Subha Madhavan; Rivka R. Colen; Aikaterini Kotrotsou; Philipp Vollmuth; Gianluca Brugnara; Chandrakanth J. Preetha; Felix Sahm; Martin Bendszus; Wolfgang Wick; Abhishek Mahajan; Carmen Balaña; Jaume Capellades; Josep Puig; Yoon Seong Choi; Seung-Koo Lee; Jong Hee Chang; Sung Soo Ahn; Hassan F. Shaykh; Alejandro Herrera-Trujillo; Maria Trujillo; William Escobar; Ana Abello; Jose Bernal; Jhon Gómez; Pamela LaMontagne; Daniel S. Marcus; Mikhail Milchenko; Arash Nazeri; Bennett Landman; Karthik Ramadass; Kaiwen Xu; Silky Chotai; Lola B. Chambless; Akshitkumar Mistry; Reid C. Thompson; Ashok Srinivasan; J. Rajiv Bapuraj; Arvind Rao; Nicholas Wang; Ota Yoshiaki; Toshio Moritani; Sevcan Turk; Joonsang Lee; Snehal Prabhudesai; John Garrett; Matthew Larson; Robert Jeraj; Hongwei Li; Tobias Weiss; Michael Weller; Andrea Bink; Bertrand Pouymayou; Sonam Sharma; Tzu-Chi Tseng; Saba Adabi; Alexandre Xavier Falcão; Samuel B. Martins; Bernardo C. A. Teixeira; Flávia Sprenger; David Menotti; Diego R. Lucio; Simone P. Niclou; Olivier Keunen; Ann-Christin Hau; Enrique Pelaez; Heydy Franco-Maldonado; Francis Loayza; Sebastian Quevedo; Richard McKinley; Johannes Slotboom; Piotr Radojewski; Raphael Meier; Roland Wiest; Johannes Trenkler; Josef Pichler; Georg Necker; Andreas Haunschmidt; Stephan Meckel; Pamela Guevara; Esteban Torche; Cristobal Mendoza; Franco Vera; Elvis Ríos; Eduardo López; Sergio A. Velastin; Joseph Choi; Stephen Baek; Yusung Kim; Heba Ismael; Bryan Allen; John M. Buatti; Peter Zampakis; Vasileios Panagiotopoulos; Panagiotis Tsiganos; Sotiris Alexiou; Ilias Haliassos; Evangelia I. Zacharaki; Konstantinos Moustakas; Christina Kalogeropoulou; Dimitrios M. Kardamakis; Bing Luo; Laila M. Poisson; Ning Wen; Martin Vallières; Mahdi Ait Lhaj Loutfi; David Fortin; Martin Lepage; Fanny Morón; Jacob Mandel; Gaurav Shukla; Spencer Liem; Gregory S. Alexandre; Joseph Lombardo; Joshua D. Palmer; Adam E. Flanders; Adam P. Dicker; Godwin Ogbole; Dotun Oyekunle; Olubunmi Odafe-Oyibotha; Babatunde Osobu; Mustapha Shu’aibu Hikima; Mayowa Soneye; Farouk Dako; Adeleye Dorcas; Derrick Murcia; Eric Fu; Rourke Haas; John A. Thompson; David Ryan Ormond; Stuart Currie; Kavi Fatania; Russell Frood; Amber L. Simpson; Jacob J. Peoples; Ricky Hu; Danielle Cutler; Fabio Y. Moraes; Anh Tran; Mohammad Hamghalam; Michael A. Boss; James Gimpel; Deepak Kattil Veettil; Kendall Schmidt; Lisa Cimino; Cynthia Price; Brian Bialecki; Sailaja Marella; Charles Apgar; Andras Jakab; Marc-André Weber; Errol Colak; Jens Kleesiek; John B. Freymann; Justin S. Kirby; Lena Maier-Hein; Jake Albrecht; Peter Mattson; Alexandros Karargyris; Prashant Shah; Bjoern Menze; Klaus Maier-Hein; Spyridon Bakas

Leveraging patients' longitudinal data to improve the Hospital One-year Mortality Risk 利用患者的纵向数据来改善医院一年死亡风险预测

HEALTH INFORMATION SCIENCE AND SYSTEMS

IF3.4

2025-03-04

OAAI

Hakima Laribi; Nicolas Raymond; Ryeyan Taseen; Dan Poenaru; Martin Vallières

Multi-task Bayesian model combining FDG-PET/CT imaging and clinical data for interpretable high-grade prostate cancer prognosis

SCIENTIFIC REPORTS

IF3.9

2024-11-06

OAAI

Larose, Maxence; Archambault, Louis; Touma, Nawar; Brodeur, Raphael; Desroches, Felix; Raymond, Nicolas; Bedard-Tremblay, Daphnee; Leblanc, Danahe; Rasekh, Fatemeh; Hovington, Helene; Neveu, Bertrand; Vallieres, Martin; Pouliot, Frederic

RADIOMICS-BASED PROGNOSTIC MODEL GUIDED BY ARTIFICIAL INTELLIGENCE FOR PREDICTING CLINICAL OUTCOMES IN INDIVIDUALS WITH HIGH-GRADE PROSTATE CANCER

JOURNAL OF UROLOGY

IF6.8

2024-05-01

PREAI

Touma, Nawar; Larose, Maxence; Brodeur, Raphael; Desroches, Felix; Raymond, Nicolas; Bedard-Tremblay, Daphnee; Leblanc, Danahe; Rasekh, Fatemeh; Hovington, Helene; Neveu, Bertrand; Vallieres, Martin; Archambault, Louis; Pouliot, Frederic

A FULLY AUTOMATED MULTI-TASK MACHINE LEARNING PROGNOSTIC MODEL INTEGRATING RADIOMICS AND CLINICAL DATA TO PREDICT OUTCOMES IN HIGH-GRADE PROSTATE CANCER

JOURNAL OF UROLOGY

IF6.8

2024-05-01

PREAI

Touma, Nawar; Larose, Maxence; Brodeur, Raphael; Desroches, Felix; Bedard-Tremblay, Daphnee; Raymond, Nicolas; Leblanc, Danahe; Rasekh, Fatemeh; Hovington, Helene; Neveu, Bertrand; Vallieres, Martin; Archambault, Louis; Pouliot, Frederic

The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights 图像生物标志物标准化倡议: 用于可再现影像组学和增强临床洞察力的标准化卷积滤波器

RADIOLOGY

IF15.2

2024-02-01

OAAI

Whybra, Philip; Zwanenburg, Alex; Andrearczyk, Vincent; Schaer, Roger; Apte, Aditya P.; Ayotte, Alexandre; Baheti, Bhakti; Bakas, Spyridon; Bettinelli, Andrea; Boellaard, Ronald; Boldrini, Luca; Buvat, Irene; Cook, Gary J. R.; Dietsche, Florian; Dinapoli, Nicola; Gabrys, Hubert S.; Goh, Vicky; Guckenberger, Matthias; Hatt, Mathieu; Hosseinzadeh, Mahdi; Iyer, Aditi; Lenkowicz, Jacopo; Loutfi, Mahdi A. L.; Loeck, Steffen; Marturano, Francesca; Morin, Olivier; Nioche, Christophe; Orlhac, Fanny; Pati, Sarthak; Rahmim, Arman; Rezaeijo, Seyed Masoud; Rookyard, Christopher G.; Salmanpour, Mohammad R.; Schindele, Andreas; Shiri, Isaac; Spezi, Emiliano; Tanadini-Lang, Stephanie; Tixier, Florent; Upadhaya, Taman; Valentini, Vincenzo; van Griethuysen, Joost J. M.; Yousefirizi, Fereshteh; Zaidi, Habib; Mueller, Henning; Vallieres, Martin; Depeursinge, Adrien

METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII 方法学放射组学评分 (METRICS): EuSoMII认可的放射组学研究质量评分工具

INSIGHTS INTO IMAGING

IF4.5

2024-01-17

100

OAAI

Kocak, Burak; Akinci D'Antonoli, Tugba; Mercaldo, Nathaniel; Alberich-Bayarri, Angel; Baessler, Bettina; Ambrosini, Ilaria; Andreychenko, Anna E.; Bakas, Spyridon; Beets-Tan, Regina G. H.; Bressem, Keno; Buvat, Irene; Cannella, Roberto; Cappellini, Luca Alessandro; Cavallo, Armando Ugo; Chepelev, Leonid L.; Chu, Linda Chi Hang; Demircioglu, Aydin; deSouza, Nandita M.; Dietzel, Matthias; Fanni, Salvatore Claudio; Fedorov, Andrey; Fournier, Laure S.; Giannini, Valentina; Girometti, Rossano; Groot Lipman, Kevin B. W.; Kalarakis, Georgios; Kelly, Brendan S.; Klontzas, Michail E.; Koh, Dow-Mu; Kotter, Elmar; Lee, Ho Yun; Maas, Mario; Marti-Bonmati, Luis; Muller, Henning; Obuchowski, Nancy; Orlhac, Fanny; Papanikolaou, Nikolaos; Petrash, Ekaterina; Pfaehler, Elisabeth; Pinto dos Santos, Daniel; Ponsiglione, Andrea; Sabater, Sebastia; Sardanelli, Francesco; Seeboeck, Philipp; Sijtsema, Nanna M.; Stanzione, Arnaldo; Traverso, Alberto; Ugga, Lorenzo; Vallieres, Martin; van Dijk, Lisanne V.; van Griethuysen, Joost J. M.; van Hamersvelt, Robbert W.; van Ooijen, Peter; Vernuccio, Federica; Wang, Alan; Williams, Stuart; Witowski, Jan; Zhang, Zhongyi; Zwanenburg, Alex; Cuocolo, Renato

Automatic Head and Neck Tumor segmentation and outcome prediction relying on FDG-PET/CT images: Findings from the second edition of the HECKTOR challenge

MEDICAL IMAGE ANALYSIS

IF11.8

2023-12-01

OAAI

Andrearczyk, Vincent; Oreiller, Valentin; Boughdad, Sarah; Rest, Catherine Cheze Le; Tankyevych, Olena; Elhalawani, Hesham; Jreige, Mario; Prior, John O.; Vallieres, Martin; Visvikis, Dimitris; Hatt, Mathieu; Depeursinge, Adrien

Electric Power Fuse Identification With Deep Learning 基于深度学习的电力保险丝辨识

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2023-11-01

OAAI

Giard-Leroux, Simon; Cleroux, Guillaume; Kulkarni, Shreyas Sunil; Bouffard, Francois; Vallieres, Martin

Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022)

NATURE COMMUNICATIONS

IF15.7

2023-01-26

OAAI

Pati, Sarthak; Baid, Ujjwal; Edwards, Brandon; Sheller, Micah; Wang, Shih-Han; Reina, G. Anthony; Foley, Patrick; Gruzdev, Alexey; Karkada, Deepthi; Davatzikos, Christos; Sako, Chiharu; Ghodasara, Satyam; Bilello, Michel; Mohan, Suyash; Vollmuth, Philipp; Brugnara, Gianluca; Preetha, Chandrakanth J.; Sahm, Felix; Maier-Hein, Klaus; Zenk, Maximilian; Bendszus, Martin; Wick, Wolfgang; Calabrese, Evan; Rudie, Jeffrey; Villanueva-Meyer, Javier; Cha, Soonmee; Ingalhalikar, Madhura; Jadhav, Manali; Pandey, Umang; Saini, Jitender; Garrett, John; Larson, Matthew; Jeraj, Robert; Currie, Stuart; Frood, Russell; Fatania, Kavi; Huang, Raymond Y.; Chang, Ken; Balana, Carmen; Capellades, Jaume; Puig, Josep; Trenkler, Johannes; Pichler, Josef; Necker, Georg; Haunschmidt, Andreas; Meckel, Stephan; Shukla, Gaurav; Liem, Spencer; Alexander, Gregory S.; Lombardo, Joseph; Palmer, Joshua D.; Flanders, Adam E.; Dicker, Adam P.; Sair, Haris I.; Jones, Craig K.; Venkataraman, Archana; Jiang, Meirui; So, Tiffany Y.; Chen, Cheng; Heng, Pheng Ann; Dou, Qi; Kozubek, Michal; Lux, Filip; Michalek, Jan; Matula, Petr; Kerkovsky, Milos; Koprivova, Tereza; Dostal, Marek; Vybihal, Vaclav; Vogelbaum, Michael A.; Mitchell, J. Ross; Farinhas, Joaquim; Maldjian, Joseph A.; Yogananda, Chandan Ganesh Bangalore; Pinho, Marco C.; Reddy, Divya; Holcomb, James; Wagner, Benjamin C.; Ellingson, Benjamin M.; Cloughesy, Timothy F.; Raymond, Catalina; Oughourlian, Talia; Hagiwara, Akifumi; Wang, Chencai; To, Minh-Son; Bhardwaj, Sargam; Chong, Chee; Agzarian, Marc; Falcao, Alexandre Xavier; Martins, Samuel B.; Teixeira, Bernardo C. A.; Sprenger, Flavia; Menotti, David; Lucio, Diego R.; LaMontagne, Pamela; Marcus, Daniel; Wiestler, Benedikt; Kofler, Florian; Ezhov, Ivan; Metz, Marie; Jain, Rajan; Lee, Matthew; Lui, Yvonne W.; McKinley, Richard; Slotboom, Johannes; Radojewski, Piotr; Meier, Raphael; Wiest, Roland; Murcia, Derrick; Fu, Eric; Haas, Rourke; Thompson, John; Ormond, David Ryan; Badve, Chaitra; Sloan, Andrew E.; Vadmal, Vachan; Waite, Kristin; Colen, Rivka R.; Pei, Linmin; Ak, Murat; Srinivasan, Ashok; Bapuraj, J. Rajiv; Rao, Arvind; Wang, Nicholas; Yoshiaki, Ota; Moritani, Toshio; Turk, Sevcan; Lee, Joonsang; Prabhudesai, Snehal; Moron, Fanny; Mandel, Jacob; Kamnitsas, Konstantinos; Glocker, Ben; Dixon, Luke V. M.; Williams, Matthew; Zampakis, Peter; Panagiotopoulos, Vasileios; Tsiganos, Panagiotis; Alexiou, Sotiris; Haliassos, Ilias; Zacharaki, Evangelia I.; Moustakas, Konstantinos; Kalogeropoulou, Christina; Kardamakis, Dimitrios M.; Choi, Yoon Seong; Lee, Seung-Koo; Chang, Jong Hee; Ahn, Sung Soo; Luo, Bing; Poisson, Laila; Wen, Ning; Tiwari, Pallavi; Verma, Ruchika; Bareja, Rohan; Yadav, Ipsa; Chen, Jonathan; Kumar, Neeraj; Smits, Marion; van der Voort, Sebastian R.; Alafandi, Ahmed; Incekara, Fatih; Wijnenga, Maarten M. J.; Kapsas, Georgios; Gahrmann, Renske; Schouten, Joost W.; Dubbink, Hendrikus J.; Vincent, Arnaud J. P. E.; van den Bent, Martin J.; French, Pim J.; Klein, Stefan; Yuan, Yading; Sharma, Sonam; Tseng, Tzu-Chi; Adabi, Saba; Niclou, Simone P.; Keunen, Olivier; Hau, Ann-Christin; Vallieres, Martin; Fortin, David; Lepage, Martin; Landman, Bennett; Ramadass, Karthik; Xu, Kaiwen; Chotai, Silky; Chambless, Lola B.; Mistry, Akshitkumar; Thompson, Reid C.; Gusev, Yuriy; Bhuvaneshwar, Krithika; Sayah, Anousheh; Bencheqroun, Camelia; Belouali, Anas; Madhavan, Subha; Booth, Thomas C.; Chelliah, Alysha; Modat, Marc; Shuaib, Haris; Dragos, Carmen; Abayazeed, Aly; Kolodziej, Kenneth; Hill, Michael; Abbassy, Ahmed; Gamal, Shady; Mekhaimar, Mahmoud; Qayati, Mohamed; Reyes, Mauricio; Park, Ji Eun; Yun, Jihye; Kim, Ho Sung; Mahajan, Abhishek; Muzi, Mark; Benson, Sean; Beets-Tan, Regina G. H.; Teuwen, Jonas; Herrera-Trujillo, Alejandro; Trujillo, Maria; Escobar, William; Abello, Ana; Bernal, Jose; Gomez, Jhon; Choi, Joseph; Baek, Stephen; Kim, Yusung; Ismael, Heba; Allen, Bryan; Buatti, John M.; Kotrotsou, Aikaterini; Li, Hongwei; Weiss, Tobias; Weller, Michael; Bink, Andrea; Pouymayou, Bertrand; Shaykh, Hassan F.; Saltz, Joel; Prasanna, Prateek; Shrestha, Sampurna; Mani, Kartik M.; Payne, David; Kurc, Tahsin; Pelaez, Enrique; Franco-Maldonado, Heydy; Loayza, Francis; Quevedo, Sebastian; Guevara, Pamela; Torche, Esteban; Mendoza, Cristobal; Vera, Franco; Rios, Elvis; Lopez, Eduardo; Velastin, Sergio A.; Ogbole, Godwin; Soneye, Mayowa; Oyekunle, Dotun; Odafe-Oyibotha, Olubunmi; Osobu, Babatunde; Shu'aibu, Mustapha; Dorcas, Adeleye; Dako, Farouk; Simpson, Amber L.; Hamghalam, Mohammad; Peoples, Jacob J.; Hu, Ricky; Tran, Anh; Cutler, Danielle; Moraes, Fabio Y.; Boss, Michael A.; Gimpel, James; Veettil, Deepak Kattil; Schmidt, Kendall; Bialecki, Brian; Marella, Sailaja; Price, Cynthia; Cimino, Lisa; Apgar, Charles; Shah, Prashant; Menze, Bjoern; Barnholtz-Sloan, Jill S.; Martin, Jason; Bakas, Spyridon

Federated learning enables big data for rare cancer boundary detection 联邦学习支持罕见癌症边界检测的大数据

NATURE COMMUNICATIONS

IF15.7

2022-12-05

110

OAAI

Pati, Sarthak; Baid, Ujjwal; Edwards, Brandon; Sheller, Micah; Wang, Shih-Han; Reina, G. Anthony; Foley, Patrick; Gruzdev, Alexey; Karkada, Deepthi; Davatzikos, Christos; Sako, Chiharu; Ghodasara, Satyam; Bilello, Michel; Mohan, Suyash; Vollmuth, Philipp; Brugnara, Gianluca; Preetha, Chandrakanth J.; Sahm, Felix; Maier-Hein, Klaus; Zenk, Maximilian; Bendszus, Martin; Wick, Wolfgang; Calabrese, Evan; Rudie, Jeffrey; Villanueva-Meyer, Javier; Cha, Soonmee; Ingalhalikar, Madhura; Jadhav, Manali; Pandey, Umang; Saini, Jitender; Garrett, John; Larson, Matthew; Jeraj, Robert; Currie, Stuart; Frood, Russell; Fatania, Kavi; Huang, Raymond Y.; Chang, Ken; Balana, Carmen; Capellades, Jaume; Puig, Josep; Trenkler, Johannes; Pichler, Josef; Necker, Georg; Haunschmidt, Andreas; Meckel, Stephan; Shukla, Gaurav; Liem, Spencer; Alexander, Gregory S.; Lombardo, Joseph; Palmer, Joshua D.; Flanders, Adam E.; Dicker, Adam P.; Sair, Haris I.; Jones, Craig K.; Venkataraman, Archana; Jiang, Meirui; So, Tiffany Y.; Chen, Cheng; Heng, Pheng Ann; Dou, Qi; Kozubek, Michal; Lux, Filip; Michalek, Jan; Matula, Petr; Kerkovsky, Milos; Koprivova, Tereza; Dostal, Marek; Vybihal, Vaclav; Vogelbaum, Michael A.; Mitchell, J. Ross; Farinhas, Joaquim; Maldjian, Joseph A.; Yogananda, Chandan Ganesh Bangalore; Pinho, Marco C.; Reddy, Divya; Holcomb, James; Wagner, Benjamin C.; Ellingson, Benjamin M.; Cloughesy, Timothy F.; Raymond, Catalina; Oughourlian, Talia; Hagiwara, Akifumi; Wang, Chencai; To, Minh-Son; Bhardwaj, Sargam; Chong, Chee; Agzarian, Marc; Falcao, Alexandre Xavier; Martins, Samuel B.; Teixeira, Bernardo C. A.; Sprenger, Flavia; Menotti, David; Lucio, Diego R.; La Montagne, Pamela; Marcus, Daniel; Wiestler, Benedikt; Kofler, Florian; Ezhov, Ivan; Metz, Marie; Jain, Rajan; Lee, Matthew; Lui, Yvonne W.; McKinley, Richard; Slotboom, Johannes; Radojewski, Piotr; Meier, Raphael; Wiest, Roland; Murcia, Derrick; Fu, Eric; Haas, Rourke; Thompson, John; Ormond, David Ryan; Badve, Chaitra; Sloan, Andrew E.; Vadmal, Vachan; Waite, Kristin; Colen, Rivka R.; Pei, Linmin; Ak, Murat; Srinivasan, Ashok; Bapuraj, J. Rajiv; Rao, Arvind; Wang, Nicholas; Yoshiaki, Ota; Moritani, Toshio; Turk, Sevcan; Lee, Joonsang; Prabhudesai, Snehal; Moron, Fanny; Mandel, Jacob; Kamnitsas, Konstantinos; Ben, Glocker; Dixon, Luke V. M.; Williams, Matthew; Zampakis, Peter; Panagiotopoulos, Vasileios; Tsiganos, Panagiotis; Alexiou, Sotiris; Haliassos, Ilias; Zacharaki, Evangelia I.; Moustakas, Konstantinos; Kalogeropoulou, Christina; Kardamakis, Dimitrios M.; Choi, Yoon Seong; Lee, Seung-Koo; Chang, Jong Hee; Ahn, Sung Soo; Luo, Bing; Poisson, Laila; Wen, Ning; Tiwari, Pallavi; Verma, Ruchika; Bareja, Rohan; Yadav, Ipsa; Chen, Jonathan; Kumar, Neeraj; Smits, Marion; van der Voort, Sebastian R.; Alafandi, Ahmed; Incekara, Fatih; Wijnenga, Maarten M. J.; Kapsas, Georgios; Gahrmann, Renske; Schouten, Joost W.; Dubbink, Hendrikus J.; Vincent, Arnaud J. P. E.; van den Bent, Martin J.; French, Pim J.; Klein, Stefan; Yuan, Yading; Sharma, Sonam; Tseng, Tzu-Chi; Adabi, Saba; Niclou, Simone P.; Keunen, Olivier; Hau, Ann-Christin; Vallieres, Martin; Fortin, David; Lepage, Martin; Landman, Bennett; Ramadass, Karthik; Xu, Kaiwen; Chotai, Silky; Chambless, Lola B.; Mistry, Akshitkumar; Thompson, Reid C.; Gusev, Yuriy; Bhuvaneshwar, Krithika; Sayah, Anousheh; Bencheqroun, Camelia; Belouali, Anas; Madhavan, Subha; Booth, Thomas C.; Chelliah, Alysha; Modat, Marc; Shuaib, Haris; Dragos, Carmen; Abayazeed, Aly; Kolodziej, Kenneth; Hill, Michael; Abbassy, Ahmed; Gamal, Shady; Mekhaimar, Mahmoud; Qayati, Mohamed; Reyes, Mauricio; Park, Ji Eun; Yun, Jihye; Kim, Ho Sung; Mahajan, Abhishek; Muzi, Mark; Benson, Sean; Beets-Tan, Regina G. H.; Teuwen, Jonas; Herrera-Trujillo, Alejandro; Trujillo, Maria; Escobar, William; Abello, Ana; Bernal, Jose; Gomez, Jhon; Choi, Joseph; Baek, Stephen; Kim, Yusung; Ismael, Heba; Allen, Bryan; Buatti, John M.; Kotrotsou, Aikaterini; Li, Hongwei; Weiss, Tobias; Weller, Michael; Bink, Andrea; Pouymayou, Bertrand; Shaykh, Hassan F.; Saltz, Joel; Prasanna, Prateek; Shrestha, Sampurna; Mani, Kartik M.; Payne, David; Kurc, Tahsin; Pelaez, Enrique; Franco-Maldonado, Heydy; Loayza, Francis; Quevedo, Sebastian; Guevara, Pamela; Torche, Esteban; Mendoza, Cristobal; Vera, Franco; Rios, Elvis; Lopez, Eduardo; Velastin, Sergio A.; Ogbole, Godwin; Soneye, Mayowa; Oyekunle, Dotun; Odafe-Oyibotha, Olubunmi; Osobu, Babatunde; Shu'aibu, Mustapha; Dorcas, Adeleye; Dako, Farouk; Simpson, Amber L.; Hamghalam, Mohammad; Peoples, Jacob J.; Hu, Ricky; Tran, Anh; Cutler, Danielle; Moraes, Fabio Y.; Boss, Michael A.; Gimpel, James; Veettil, Deepak Kattil; Schmidt, Kendall; Bialecki, Brian; Marella, Sailaja; Price, Cynthia; Cimino, Lisa; Apgar, Charles; Shah, Prashant; Menze, Bjoern; Barnholtz-Sloan, Jill S.; Martin, Jason; Bakas, Spyridon

Development and Validation of Multiparametric MRI-based Radiomics Models for Preoperative Risk Stratification of Endometrial Cancer

RADIOLOGY

IF15.2

2022-11-01

OAAI

Lefebvre, Thierry L.; Ueno, Yoshiko; Dohan, Anthony; Chatterjee, Avishek; Vallieres, Martin; Winter-Reinhold, Eric; Saif, Sameh; Levesque, Ives R.; Zeng, Xing Ziggy; Forghani, Reza; Seuntjens, Jan; Soyer, Philippe; Savadjiev, Peter; Reinhold, Caroline

Predicting Adverse Radiation Effects in Brain Tumors After Stereotactic Radiotherapy With Deep Learning and Handcrafted Radiomics 通过深度学习和手工放射组学预测立体定向放疗后脑肿瘤的不良辐射效应

FRONTIERS IN ONCOLOGY

IF3.3

2022-07-13

OAAI

Keek, Simon A.; Beuque, Manon; Primakov, Sergey; Woodruff, Henry C.; Chatterjee, Avishek; van Timmeren, Janita E.; Vallieres, Martin; Hendriks, Lizza E. L.; Kraft, Johannes; Andratschke, Nicolaus; Braunstein, Steve E.; Morin, Olivier; Lambin, Philippe

Radiomics-Based Machine Learning for Outcome Prediction in a Multicenter Phase II Study of Programmed Death-Ligand 1 Inhibition Immunotherapy for Glioblastoma

AMERICAN JOURNAL OF NEURORADIOLOGY

IF3.7

2022-04-28

OAAI

George, E.; Flagg, E.; Chang, K.; Bai, H. X.; Aerts, H. J.; Vallieres, M.; Reardon, D. A.; Huang, R. Y.

Head and neck tumor segmentation in PET/CT: The HECKTOR challenge

MEDICAL IMAGE ANALYSIS

IF11.8

2022-04-01

OAAI

Oreiller, Valentin; Andrearczyk, Vincent; Jreige, Mario; Boughdad, Sarah; Elhalawani, Hesham; Castelli, Joel; Vallieres, Martin; Zhu, Simeng; Xie, Juanying; Peng, Ying; Iantsen, Andrei; Hatt, Mathieu; Yuan, Yading; Ma, Jun; Yang, Xiaoping; Rao, Chinmay; Pai, Suraj; Ghimire, Kanchan; Feng, Xue; Naser, Mohamed A.; Fuller, Clifton D.; Yousefirizi, Fereshteh; Rahmim, Arman; Chen, Huai; Wang, Lisheng; Prior, John O.; Depeursinge, Adrien

Patient-specific microdosimetry: a proof of concept

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2021-09-13

PREAI

DeCunha, Joseph M.; Villegas, Fernanda; Vallieres, Martin; Torres, Jose; Camilleri-Broet, Sophie; Enger, Shirin A.

Investigating the impact of the CT Hounsfield unit range on radiomic feature stability using dual energy CT data

PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS

IF2.7

2021-08-01

OAAI

Chatterjee, Avishek; Vallieres, Martin; Forghani, Reza; Seuntjens, Jan

An artificial intelligence framework integrating longitudinal electronic health records with real-world data enables continuous pan-cancer prognostication 将纵向电子健康记录与现实世界数据集成的人工智能框架可实现连续的泛癌症预测

NATURE CANCER

IF28.5

2021-07-22

PREAI

Morin, Olivier; Vallieres, Martin; Braunstein, Steve; Ginart, Jorge Barrios; Upadhaya, Taman; Woodruff, Henry C.; Zwanenburg, Alex; Chatterjee, Avishek; Villanueva-Meyer, Javier E.; Valdes, Gilmer; Chen, William; Hong, Julian C.; Yom, Sue S.; Solberg, Timothy D.; Lock, Steffen; Seuntjens, Jan; Park, Catherine; Lambin, Philippe

研究方向