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Olivier Gevaert

stanford university

59H-index
551Paper Count
1.6WCitation Count
Published Papers 148
Publication Date
A benchmark study of vision and pathology foundation models for computational pathology
err2026-07-24
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errOAAI
errRohan Bareja; Francisco Carrillo-Perez; Yuanning Zheng; Marija Pizurica; Tarak Nath Nandi; Lu Tian; Jeanne Shen; Ravi Madduri; Olivier Gevaert
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A 20-feature radiomic signature of triple-negative breast cancer identifies patients at high risk of death
err2025-07-26
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errHumaira Noor; Yuanning Zheng; Adam B. Mantz; Ryle Zhou; Andrew Kozlov; Wendy B. DeMartini; Shu-Tian Chen; Satoko Okamoto; Debra M. Ikeda; Melinda L. Telli; Allison W. Kurian; James M. Ford; Shaveta Vinayak; Mina Satoyoshi; Vishal Joshi; Sarah A. Mattonen; Kevin Lee; Olivier Gevaert; George W. Sledge; Haruka Itakura
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AI-Based Identification of Head Impact Locations, Speeds, and Force Based on Head Kinematics Simulations
err2025-06-19
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PREAI
errXianghao Zhan; Yuzhe Liu; Nicholas J. Cecchi; Jessica Towns; Ashlyn A. Callan; Olivier Gevaert; Michael M. Zeineh; David B. Camarillo
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Medical digital twins: enabling precision medicine and medical artificial intelligence
err2025-06-01
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errChristoph Sadée; Stefano Testa; Thomas Barba; Katherine Hartmann; Maximilian Schuessler; Alexander Thieme; George M Church; Ifeoma Okoye; Tina Hernandez-Boussard; Leroy Hood; Ilya Shmulevich; Ellen Kuhl; Olivier Gevaert
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DUNE: a versatile neuroimaging encoder captures brain complexity across 3 major diseases: cancer, dementia, and schizophrenia
err2025-01-01
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PREAI
errBarba, Thomas; Bagley, Bryce A.; Steyaert, Sandra; Carrillo-Perez, Francisco; Sadee, Christoph; Iv, Michael; Gevaert, Olivier
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Digital Spatial Profiling identifies distinct patterns of immuno-oncology-related gene expression within oropharyngeal tumours in relation to HPV and p16 status
err2024-09-12
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errBrooks, Jill M.; Zheng, Yuanning; Hunter, Kelly; Willcox, Benjamin E.; Dunn, Janet; Nankivell, Paul; Gevaert, Olivier; Mehanna, Hisham
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Tumor metabolic activity is associated with subcutaneous adipose tissue radiodensity and survival in non-small cell lung cancer
err2024-07-01
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PREAI
errSun, Yan; Deng, Min; Gevaert, Olivier; Aberle, Merel; Damink, Steven W. Olde; van Dijk, David; Rensen, Sander S.
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Extraction of Unstructured Electronic Health Records to Evaluate Glioblastoma Treatment Patterns
err2024-06-01
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PREAI
errSwaminathan, Akshay; Ren, Alexander L.; Wu, Janet Y.; Bhargava-Shah, Aarohi; Lopez, Ivan; Srivastava, Ujwal; Alexopoulos, Vassilis; Pizzitola, Rebecca; Bui, Brandon; Alkhani, Layth; Lee, Susan; Mohit, Nathan; Seo, Noel; Macedo, Nicholas; Cheng, Winson; Wang, William; Tran, Edward; Thomas, Reena; Gevaert, Olivier
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Multimodal data fusion using sparse canonical correlation analysis and cooperative learning: a COVID-19 cohort study
err2024-05-07
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errEr, Ahmet Gorkem; Ding, Daisy Yi; Er, Berrin; Uzun, Mertcan; Cakmak, Mehmet; Sadee, Christoph; Durhan, Gamze; Ozmen, Mustafa Nasuh; Tanriover, Mine Durusu; Topeli, Arzu; Aydin Son, Yesim; Tibshirani, Robert; Unal, Serhat; Gevaert, Olivier
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Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects
err2024-04-23
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errWarner, Elisa; Lee, Joonsang; Hsu, William; Syeda-Mahmood, Tanveer; Kahn Jr, Charles E.; Gevaert, Olivier; Rao, Arvind
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Enhancing prostate cancer diagnosis: A deep learning approach for DNA ploidy prediction from whole slide images
err2024-04-05
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PREAI
errCobos, Josselyn Sofia Vergara; Carrillo-Perez, Francisco; Pizurica, Marija; Andor, Noemi; Gevaert, Olivier
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Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI
err2024-03-29
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errAbbasian, Mahyar; Khatibi, Elahe; Azimi, Iman; Oniani, David; Abad, Zahra Shakeri Hossein; Thieme, Alexander; Sriram, Ram; Yang, Zhongqi; Wang, Yanshan; Lin, Bryant; Gevaert, Olivier; Li, Li-Jia; Jain, Ramesh; Rahmani, Amir M.
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A radiogenomic approach for triple-negative breast cancer risk stratification
err2024-03-22
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PREAI
errNoor, Humaira; Zheng, Yuanning; Mantz, Adam; Zhou, Ryle; Kozlov, Andrew; DeMartini, Wendy B.; Chen, Shu-Tian; Okamoto, Satoko; Ikeda, Debra; Mattonen, Sarah; Napel, Sandy; Telli, Melinda L.; Sledge, George; Kurian, Allison; Satoyoshi, Mina; Gevaert, Olivier; Itakura, Haruka
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Deep learning uncovers morphological patterns of YAP1/TEAD activity related to disease aggressiveness in cancer patients
err2024-03-22
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PREAI
errSchmauch, Benoit; Cabeli, Vincent; Darwiche-Domingues, Omar; Le Douget, Jean-Eudes; Hardy, Alexandra; Belbahri, Reda; Maussion, Charles; Romagnoni, Alberto; Eckstein, Markus; Fuchs, Florian; Swalduz, Aurelie; Lantuejoul, Sylvie; Crochet, Hugo; Ghiringhelli, Francois; Derangere, Valentin; Truntzer, Caroline; Pass, Harvey; Moreira, Andre; Chiriboga, Luis; Zheng, Yuanning; Ozawa, Michael; Howitt, Brooke; Gevaert, Olivier; Girard, Nicolas; Rexhepaj, Elton; Valtingojer, Iris; Debussche, Laurent; Durand, Eric; Classe, Marion; Von Loga, Katharina; Pronier, Elodie; Cesaroni, Matteo
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Generation of synthetic whole-slide image tiles of tumours from RNA-sequencing data via cascaded diffusion models
err2024-03-21
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PREAI
errCarrillo-Perez, Francisco; Pizurica, Marija; Zheng, Yuanning; Nandi, Tarak Nath; Madduri, Ravi; Shen, Jeanne; Gevaert, Olivier
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A 3D lung lesion variational autoencoder
err2024-02-01
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errLi, Yiheng; Sadee, Christoph Y.; Carrillo-Perez, Francisco; Selby, Heather M.; Thieme, Alexander H.; Gevaert, Olivier
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Natural language processing system for rapid detection and intervention of mental health crisis chat messages
err2023-11-21
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errSwaminathan, Akshay; Lopez, Ivan; Garcia Mar, Rafael Antonio; Heist, Tyler; McClintock, Tom; Caoili, Kaitlin; Grace, Madeline; Rubashkin, Matthew; Boggs, Michael N.; Chen, Jonathan H.; Gevaert, Olivier; Mou, David; Nock, Matthew K.
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Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics
err2023-09-01
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errZhan, Xianghao; Li, Yiheng; Liu, Yuzhe; Cecchi, Nicholas J.; Raymond, Samuel J.; Zhou, Zhou; Alizadeh, Hossein Vahid; Ruan, Jesse; Barbat, Saeed; Tiernan, Stephen; Gevaert, Olivier; Zeineh, Michael M.; Grant, Gerald A.; Camarillo, David B.
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Synthetic whole-slide image tile generation with gene expression profile-infused deep generative models
err2023-08-01
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errCarrillo-Perez, Francisco; Pizurica, Marija; Ozawa, Michael G.; Vogel, Hannes; West, Robert B.; Kong, Christina S.; Herrera, Luis Javier; Shen, Jeanne; Gevaert, Olivier
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Spatial cellular architecture predicts prognosis in glioblastoma
err2023-07-11
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errZheng, Yuanning; Carrillo-Perez, Francisco; Pizurica, Marija; Heiland, Dieter Henrik; Gevaert, Olivier
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