Florian Dubost

Stanford University

H指数:21

被引数:1,547

个人简介

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教育背景

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工作经历

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荣誉奖项

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Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification

基于固有可解释分类模型的弱监督分割及其在脑肿瘤分类中的应用

Neurocomputing

IF6.5

2026-03-260

PRE

Increased risk of recurrent stroke in patients with impaired kidney function: results of a pooled analysis of individual patient data from the MICON international collaboration

JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

IF7.5

2025-04-010

PRE

Molad, Jeremy; Miwa, Kaori; Nash, Philip S.; Ambler, Gareth; Best, Jonathan; Wilson, Duncan; Hallevi, Hen; Fandler-Hoefler, Simon; Eppinger, Sebastian; Du, Houwei; Al-Shahi Salman, Rustam; Jager, Hans R.; Lip, Gregory Y. H.; Goeldlin, Martina B.; Beyeler, Morin; Buecke, Philipp; El-Koussy, Marwan; Mattle, Heinrich Paul; Panos, Leonidas D.; van Dam-Nolen, Dianne H. K.; Dubost, Florian; Hendrikse, Jeroen; Kooi, M. Eline; Mess, Werner; Nederkoorn, Paul J.; Shiozawa, Masayuki; Christ, Nicolas; Bellut, Maximilian; Gunkel, Sarah; Karayiannis, Christopher; Van Ly, John; Singhal, Shaloo; Slater, Lee-Anne; Kim, Young Dae; Song, Tae-Jin; Lee, Keon-Joo; Lim, Jae-Sung; Hara, Hideo; Nishihara, Masashi; Tanaka, Jun; Yoshikawa, Masaaki; Demirelli, Derya Selcuk; Tanriverdi, Zeynep; Uysal, Ender; Coutts, Shelagh B.; Chappell, Francesca M.; Makin, Stephen; Mak, Henry Ka-Fung; Teo, Kay Cheong; Wong, Debbie Y. K.; Hert, Lisa; Kubacka, Marta; Lyrer, Philippe; Polymeris, Alexandros A.; Wagner, Benjamin; Zietz, Annaelle; Abrigo, Jill M.; Cheng, Cyrus; Chu, Winnie C. W.; Leung, Thomas W. H.; Tsang, Suk Fung; Yiu, Brian; Seiffge, David J.; Fischer, Urs; Jung, Simon; Enzinger, Christian; Gattringer, Thomas; Bos, Daniel; Toyoda, Kazunori; Fluri, Felix; Phan, Thanh G.; Srikanth, Velandai; Heo, Ji Hoe; Bae, Hee-Joon; Yakushiji, Yusuke; Orken, Dilek Necioglu; Smith, Eric E.; Wardlaw, Joanna M.; Lau, Kui Kai; Engelter, Stefan T.; Peters, Nils; Soo, Yannie; Wheeler, David C.; Simister, Robert J.; Bornstein, Natan M.; Werring, David J.; Ben Assayag, Einor; Koga, Masatoshi

Exploring Adversarial Attacks in Federated Learning for Medical Imaging

探索医学影像联合学习中的对抗攻击

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-12-010

Clinical Associations and Prognostic Value of MRI-Visible Perivascular Spaces in Patients With Ischemic Stroke or TIA

NEUROLOGY

IF8.5

2024-01-090

OAAI

Best, Jonathan G.; Ambler, Gareth; Wilson, Duncan; Du, Houwei; Lee, Keon-Joo; Lim, Jae-Sung; Teo, Kay Cheong; Mak, Henry; Kim, Young Dae; Song, Tae-Jin; Selcuk Demirelli, Derya; Nishihara, Masashi; Yoshikawa, Masaaki; Kubacka, Marta; Zietz, Annaelle; Al-Shahi Salman, Rustam; Jaeger, Hans Rolf; Lip, Gregory Y. H.; Panos, Leonidas; Goeldlin, Martina B.; Slater, Lee-Anne; Karayiannis, Christopher Charles; Phan, Thanh G.; Bellut, Maximilian; Abrigo, Jill; Cheng, Cyrus; Leung, Thomas W.; Chu, Winnie; Chappell, Francesca; Makin, Stephen D. J.; van Dam-Nolen, Dianne H. K.; Kooi, M. Eline; Koehler, Sebastian; Staals, Julie; Kuchcinski, Gregory; Bordet, Regis; Dubost, Florian; Wardlaw, Joanna M.; Soo, Yannie O. Y.; Fluri, Felix; Srikanth, Velandai K.; Jung, Simon; Peters, Nils; Hara, Hideo; Yakushiji, Yusuke; Necioglu Orken, Dilek; Heo, Ji-Hoe; Lau, Gary Kui Kai; Bae, Hee-Joon; Werring, David J.

Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021

MEDICAL IMAGE ANALYSIS

IF11.8

2024-01-016

Sudre, Carole H.; Van Wijnen, Kimberlin; Dubost, Florian; Adams, Hieab; Atkinson, David; Barkhof, Frederik; Birhanu, Mahlet A.; Bron, Esther E.; Camarasa, Robin; Chaturvedi, Nish; Chen, Yuan; Chen, Zihao; Chen, Shuai; Dou, Qi; Evans, Tavia; Ezhov, Ivan; Gao, Haojun; Sanguesa, Marta Girones; Gispert, Juan Domingo; Anson, Beatriz Gomez; Hughes, Alun D.; Ikram, M. Arfan; Ingala, Silvia; Jaeger, H. Rolf; Kofler, Florian; Kuijf, Hugo J.; Kutnar, Denis; Lee, Minho; Li, Bo; Lorenzini, Luigi; Menze, Bjoern; Molinuevo, Jose Luis; Pan, Yiwei; Puybareau, Elodie; Rehwald, Rafael; Su, Ruisheng; Shi, Pengcheng; Smith, Lorna; Tillin, Therese; Tochon, Guillaume; Urien, Helene; van der Velden, Bas H. M.; van der Velpen, Isabelle F.; Wiestler, Benedikt; Wolters, Frank J.; Yilmaz, Pinar; de Groot, Marius; Vernooij, Meike W.; de Bruijne, Marleen

Enlarged perivascular spaces: etiology and significance

FRONTIERS IN NEUROSCIENCE

IF3.2

2023-12-152

OAAI

Genomics of perivascular space burden unravels early mechanisms of cerebral small vessel disease

血管周围空间负荷的基因组学阐明脑小血管病的早期机制

NATURE MEDICINE

IF50

2023-04-1733

OAAI

Duperron, Marie-Gabrielle E.; Knol, Maria; Le Grand, Quentin; Evans, Tavia; Mishra, Aniket; Tsuchida, Ami; Roshchupkin, Gennady; Konuma, Takahiro; Tregouet, David-Alexandre; Romero, Jose Rafael; Frenzel, Stefan; Luciano, Michelle D.; Hofer, Edith; Bourgey, Mathieu; Dueker, Nicole M.; Delgado, Pilar; Hilal, Saima; Tankard, Rick; Dubost, Florian J.; Shin, Jean; Saba, Yasaman E.; Armstrong, Nicola; Bordes, Constance; Bastin, Mark; Beiser, Alexa; Brodaty, Henry; Buelow, Robin; Carrera, Caty J.; Chen, Christopher G.; Cheng, Ching-Yu J.; Deary, Ian; Gampawar, Piyush; Himali, Jayandra; Jiang, Jiyang; Kawaguchi, Takahisa; Li, Shuo; Macalli, Melissa; Marquis, Pascale; Morris, Zoe; Maniega, Susana Munoz; Miyamoto, Susumu; Okawa, Masakazu; Paradise, Matthew; Parva, Pedram; Rundek, Tatjana; Sargurupremraj, Muralidharan; Schilling, Sabrina; Setoh, Kazuya; Soukarieh, Omar; Tabara, Yasuharu N.; Teumer, Alexander C.; Thalamuthu, Anbupalam W.; Trollor, Julian; Hernandez, Maria C. Valdes; Vernooij, Meike; Voelker, Uwe J.; Wittfeld, Katharina; Wong, Tien Yin; Wright, Margaret; Zhang, Junyi; Zhao, Wanting S.; Zhu, Yi-Cheng; Schmidt, Helena; Sachdev, Perminder; Wen, Wei L.; Yoshida, Kazumichi L.; Joutel, Anne; Satizabal, Claudia; Sacco, Ralph; Bourque, Guillaume; Lathrop, Mark; Paus, Tomas; Fernandez-Cadenas, Israel; Yang, Qiong; Mazoyer, Bernard; Boutinaud, Philippe J.; Okada, Yukinori A.; Grabe, Hans; Mather, Karen; Schmidt, Reinhold; Joliot, Marc; Ikram, M. Arfan; Matsuda, Fumihiko M.; Tzourio, Christophe; Wardlaw, Joanna; Seshadri, Sudha; Adams, Hieab H. H.; Debette, Stephanie

Determinants of Perivascular Spaces in the General Population: A Pooled Cohort Analysis of Individual Participant Data

一般人群中血管周围空间的决定因素: 个体参与者数据的汇总队列分析

NEUROLOGY

IF8.5

2023-01-1025

OAAI

An end-to-end approach to segmentation in medical images with CNN and posterior-CRF

MEDICAL IMAGE ANALYSIS

IF11.8

2022-02-0122