Charlie Saillard

Laboratoire Procédés et Ingénierie en Mécanique et Matériaux

Publishes on Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, Cancer Genomics and Diagnostics. 30 papers and 1.6k citations.

PubIndex Score81Top 19% · early-careerHow it's scored

30Publications

1.6kTotal Citations

First publication: 2019First senior author: 2020

Radiomics and Machine Learning in Medical Imaging AI in cancer detection Cancer Genomics and Diagnostics Colorectal Cancer Screening and Detection Genetic factors in colorectal cancer

Top publicationsby citations

A deep learning model to predict RNA-Seq expression of tumours from whole slide images

Benoît Schmauch, Gilles Wainrib, Alberto Romagnoni et al.|Nature Communications|2020

Cited by 524

Predicting Survival After Hepatocellular Carcinoma Resection Using Deep Learning on Histological Slides

Charlie Saillard, Julien Caldéraro, Benoît Schmauch et al.|Hepatology|2020

Cited by 309

Diagnosis of focal liver lesions from ultrasound using deep learning

Benoît Schmauch, Simon Jégou, Paul Hérent et al.|Diagnostic and Interventional Imaging|2019

Cited by 165

Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling

Alexandre Filiot, Jean-Baptiste Schiratti, Ridouane Ghermi et al.|medRxiv|2023

Cited by 130

Detection and characterization of MRI breast lesions using deep learning

Paul Hérent, Simon Jégou, Benoît Schmauch et al.|Diagnostic and Interventional Imaging|2019

Cited by 114