Mohamed Amgad

Predicting cancer outcomes from histology and genomics using convolutional networks

Pooya Mobadersany, Safoora Yousefi, Mohamed Amgad et al. · Proceedings of the National Academy of Sciences · 2018 · 1.1K citations · Full text

Computing, Computer Science, Oncology +17

Structured crowdsourcing enables convolutional segmentation of histology images

Mohamed Amgad, Habiba Elfandy, Hagar Hussein et al. · Bioinformatics · 2019 · 313 citations · Full text

Computing, Bioinformatics, Computer Science +17

Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models

Safoora Yousefi, Fatemeh Amrollahi, Mohamed Amgad et al. · Scientific Reports · 2017 · 240 citations · Full text

Computing, Bioinformatics, Oncology +17

Pitfalls in assessing stromal tumor infiltrating lymphocytes (sTILs) in breast cancer

Zuzana Kos, Elvire Roblin, Rim S. Kim et al. · npj Breast Cancer · 2020 · 206 citations · Full text

Medicine, Oncology, Pathology +16

A population-level digital histologic biomarker for enhanced prognosis of invasive breast cancer

Mohamed Amgad, James M. Hodge, Maha AT Elsebaie et al. · Nature Medicine · 2023 · 119 citations

Medicine, Oncology, Pathology +16