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Charlie Saillard

owkin

12H-index
30Paper Count
1.5KCitation Count
Published Papers 11
Publication Date
Distilling Foundation Models for Robust and Efficient Models in Digital Pathology
err2026-01-01
err0
PREAI
errFiliot, Alexandre; Dopl, Nicolas; Tchital, Oussama; Rioul, Auriane; Dubois, Remy; Peeters, Thomas; Valter, Daria; Scalbert, Marin; Saillard, Charlie; Robins, Genevieve; Olivier, Antoine
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Deep learning on histological slides accurately predicts Consensus Molecular Subtypes and spatial heterogeneity in colon cancer
err2025-08-25
err0
PREAI
errJean-Eudes LE DOUGET; Paul JACOB; Côme LEPAGE; Claire GALLOIS; Marine SROUSSI; Aurélien D.E. REYNIES; Antoine CAZELLES; Daniel GONZALEZ; Charles MAUSSION; Olivier BOUCHE; Charles-Briac LEVACHE; Marine JARY; Laurent MINEUR; Simon JEGOU; Charlie SAILLARD; Mehdi MOREL; Julien TAÏEB; Frédéric BIBEAU; Jean-François EMILE; Pierre LAURENT-PUIG
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Validation of MSIntuit as an AI-based pre-screening tool for MSI detection from colorectal cancer histology slides
err2023-11-06
err21
errOAAI
errSaillard, Charlie; Dubois, Remy; Tchita, Oussama; Loiseau, Nicolas; Garcia, Thierry; Adriansen, Aurelie; Carpentier, Severine; Reyre, Joelle; Enea, Diana; von Loga, Katharina; Kamoun, Aurelie; Rossat, Stephane; Wiscart, Corentin; Sefta, Meriem; Auffret, Michael; Guillou, Lionel; Fouillet, Arnaud; Kather, Jakob Nikolas; Svrcek, Magali
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Pacpaint: a histology-based deep learning model uncovers the extensive intratumor molecular heterogeneity of pancreatic adenocarcinoma
err2023-06-13
err10
errOAAI
errSaillard, Charlie; Delecourt, Flore; Schmauch, Benoit; Moindrot, Olivier; Svrcek, Magali; Bardier-Dupas, Armelle; Emile, Jean Francois; Ayadi, Mira; Rebours, Vinciane; de Mestier, Louis; Hammel, Pascal; Neuzillet, Cindy; Bachet, Jean Baptiste; Iovanna, Juan; Dusetti, Nelson; Blum, Yuna; Richard, Magali; Kermezli, Yasmina; Paradis, Valerie; Zaslavskiy, Mikhail; Courtiol, Pierre; Kamoun, Aurelie; Nicolle, Remy; Cros, Jerome
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Prediction of distant relapse in patients with invasive breast cancer from deep learning models applied to digital pathology slides
err2021-09-01
err5
errOAAI
errGarberis, I. J.; Saillard, C.; Drubay, D.; Schmauch, B.; Aubert, V.; Jaeger, A.; Sapateiro, M.; de lavergne, A.; Kamoun, A.; Courtiol, P.; Andre, F.; Lacroix-Triki, M.
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Letter to the Editor: Predicting Survival After Hepatocellular Carcinoma Resection Using Deep-Learning on Histological Slides REPLY
err2021-04-29
err0
PREAI
errCalderaro, Julien; Schmauch, Benoit; Saillard, Charlie; Courtiol, Pierre
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Predicting Survival After Hepatocellular Carcinoma Resection Using Deep Learning on Histological Slides
err2020-12-23
err178
PREAI
errSaillard, Charlie; Schmauch, Benoit; Laifa, Oumeima; Moarii, Matahi; Toldo, Sylvain; Zaslavskiy, Mikhail; Pronier, Elodie; Laurent, Alexis; Amaddeo, Giuliana; Regnault, Helene; Sommacale, Daniele; Ziol, Marianne; Pawlotsky, Jean-Michel; Mule, Sebastien; Luciani, Alain; Wainrib, Gilles; Clozel, Thomas; Courtiol, Pierre; Calderaro, Julien
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HE2RNA: A deep learning model for transcriptomic learning from digital pathology
err2020-08-15
err1
PREAI
errPronier, Elodie; Schmauch, Benoit; Romagnoni, Alberto; Saillard, Charlie; Maille, Pascale; Calderaro, Julien; Sefta, Meriem; Toldo, Sylvain; Zaslavskiy, Mikhail; Clozel, Thomas; Moarii, Matahi; Courtiol, Pierre; Wainrib, Gilles
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A deep learning model to predict RNA-Seq expression of tumours from whole slide images
err2020-08-03
err251
errOAAI
errSchmauch, Benoit; Romagnoni, Alberto; Pronier, Elodie; Saillard, Charlie; Maille, Pascale; Calderaro, Julien; Kamoun, Aurelie; Sefta, Meriem; Toldo, Sylvain; Zaslavskiy, Mikhail; Clozel, Thomas; Moarii, Matahi; Courtiol, Pierre; Wainrib, Gilles
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Diagnosis of focal liver lesions from ultrasound using deep learning
err2019-04-01
err106
errOAAI
errSchmauch, B.; Herent, P.; Jehanno, P.; Dehaene, O.; Saillard, C.; Aube, C.; Luciani, A.; Lassau, N.; Jegou, S.
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Detection and characterization of MRI breast lesions using deep learning
err2019-04-01
err86
PREAI
errHerent, P.; Schmauch, B.; Jehanno, P.; Dehaene, O.; Saillard, C.; Balleyguier, C.; Arfi-Rouche, J.; Jegou, S.
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