Isabelle Flament-Auvigne

Deep learning-based survival prediction for multiple cancer types using histopathology images

Ellery Wulczyn, David F. Steiner, Zhaoyang Xu et al. · PLoS ONE · 2020 · 266 citations · Full text

Medicine, Bioinformatics, Oncology +17

Determining breast cancer biomarker status and associated morphological features using deep learning

Paul Gamble, Ronnachai Jaroensri, Hongwu Wang et al. · Communications Medicine · 2021 · 149 citations · Full text

Medicine, Oncology, Pathology +17

Evaluation of the Use of Combined Artificial Intelligence and Pathologist Assessment to Review and Grade Prostate Biopsies

David F. Steiner, Kunal Nagpal, Rory Sayres et al. · JAMA Network Open · 2020 · 122 citations · Full text

Medicine, Pathology, Urology +17

Deep learning models for histologic grading of breast cancer and association with disease prognosis

Ronnachai Jaroensri, Ellery Wulczyn, Narayan Hegde et al. · npj Breast Cancer · 2022 · 77 citations · Full text

Medicine, Oncology, Pathology +16

Predicting lymph node metastasis from primary tumor histology and clinicopathologic factors in colorectal cancer using deep learning

Justin D. Krogue, Shekoofeh Azizi, Fraser Elisabeth Tan et al. · Communications Medicine · 2023 · 33 citations · Full text

Computing, Computer Science, Oncology +16