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P. Courtiol · SciRah

Researcher profile · Semantic Scholar

P. Courtiol

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P. Courtiol — researcher profile on SciRah

h-index: 10
Works: 21
Citations: 1,928

Most-cited papers

A deep learning model to predict RNA-Seq expression of tumours from whole slide images
B. Schmauch, A. Romagnoni, E. Pronier, C. Saillard +10 more
2020Nature Communications519 citations Open access
Semantic Scholar
Deep learning-based classification of mesothelioma improves prediction of patient outcome
P. Courtiol, Charles Maussion, Matahi Moarii, E. Pronier +13 more
2019Nature Medicine504 citations
Semantic Scholar
Predicting Survival After Hepatocellular Carcinoma Resection Using Deep Learning on Histological Slides
C. Saillard, B. Schmauch, Oumeima Laifa, Matahi Moarii +15 more
2020Hepatology294 citations Open access
Semantic Scholar
EURACAN/IASLC proposals for updating the histologic classification of pleural mesothelioma: towards a more multidisciplinary approach.
A. Nicholson, J. Sauter, A. Nowak, H. Kindler +43 more
2020Journal of Thoracic Oncology148 citations Open access
Semantic Scholar
Classification and Disease Localization in Histopathology Using Only Global Labels: A Weakly-Supervised Approach
P. Courtiol, Eric W. Tramel, Marc Sanselme, G. Wainrib
2018arXiv.org130 citations
Semantic Scholar
Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology
Olivier Dehaene, Axel Camara, O. Moindrot, Axel de Lavergne +1 more
2020arXiv.org82 citations
Semantic Scholar
Multiomic analysis of malignant pleural mesothelioma identifies molecular axes and specialized tumor profiles driving intertumor heterogeneity
L. Mangiante, N. Alcala, A. Sexton-Oates, A. Di Genova +60 more
2023Nature Genetics76 citations Open access
Semantic Scholar
Pacpaint: a histology-based deep learning model uncovers the extensive intratumor molecular heterogeneity of pancreatic adenocarcinoma
C. Saillard, F. Delecourt, B. Schmauch, O. Moindrot +20 more
2023Nature Communications71 citations Open access
Semantic Scholar
Comprehensive Molecular and Pathologic Evaluation of Transitional Mesothelioma Assisted by Deep Learning Approach: A Multi-Institutional Study of the International Mesothelioma Panel from the MESOPATH Reference Center
F. G. Salle, N. Le Stang, F. Tirode, P. Courtiol +50 more
2020Journal of Thoracic Oncology56 citations Open access
Semantic Scholar
Deep learning assessment of metastatic relapse risk from digitized breast cancer histological slides
I. Garberis, V. Gaury, C. Saillard, D. Drubay +28 more
2025Nature Communications20 citations Open access
Semantic Scholar
Transcriptomic learning for digital pathology
B. Schmauch, A. Romagnoni, E. Pronier, C. Saillard +9 more
2019bioRxiv10 citations Open access
Semantic Scholar
1124O Prediction of distant relapse in patients with invasive breast cancer from deep learning models applied to digital pathology slides
I. Garberis, C. Saillard, D. Drubay, B. Schmauch +8 more
2021Annals of Oncology9 citations Open access
Semantic Scholar
Deep Learning Allows Assessment of Risk of Metastatic Relapse from Invasive Breast Cancer Histological Slides
I. Garberis, V. Gaury, C. Saillard, D. Drubay +28 more
2022bioRxiv8 citations Open access
Semantic Scholar
Abstract 2105: HE2RNA: A deep learning model for transcriptomic learning from digital pathology
E. Pronier, B. Schmauch, A. Romagnoni, C. Saillard +9 more
2020Clinical research7 citations
Semantic Scholar
PACpAInt: a deep learning approach to identify molecular subtypes of pancreatic adenocarcinoma on histology slides
C. Saillard, F. Delecourt, B. Schmauch, O. Moindrot +20 more
2022bioRxiv2 citations Open access
Semantic Scholar
920P Blind validation of MSIntuit, an AI-based pre-screening tool for MSI detection from colorectal cancer H&E slides
M. Svrcek, C. Saillard, R. Dubois, N. Loiseau +11 more
2022Annals of Oncology2 citations Open access
Semantic Scholar
Disentangling heterogeneity of Malignant Pleural Mesothelioma through deep integrative omics analyses
L. Mangiante, N. Alcala, A. Di Genova, A. Sexton-Oates +54 more
2021bioRxiv2 citations Open access
Semantic Scholar
Identification of pancreatic adenocarcinoma molecular subtypes on histology slides using deep learning models.
C. Saillard, F. Delecourt, B. Schmauch, O. Moindrot +16 more
2021Journal of Clinical Oncology1 citations
Semantic Scholar
Abstract 472: PACpAInt: A deep learning approach to identify molecular subtypes of pancreatic adenocarcinoma on histology slides
C. Saillard, F. Delecourt, B. Schmauch, O. Moindrot +20 more
2022Cancer Research0 citations
Semantic Scholar
REPLY:
J. Calderaro, B. Schmauch, C. Saillard, P. Courtiol
2020Hepatology0 citations
Semantic Scholar
Robust Detection of Covariate-Treatment Interactions in Clinical Trials
Baptiste Goujaud, Eric W. Tramel, P. Courtiol, M. Zaslavskiy +1 more
20170 citations
Semantic Scholar

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C. Saillard×13
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C. Saillard — researcher profile on SciRah
B. Schmauch×11
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B. Schmauch — researcher profile on SciRah
M. Zaslavskiy×10
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G. Wainrib×9
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