Hagar Hussein

Structured crowdsourcing enables convolutional segmentation of histology images

Mohamed Amgad, Habiba Elfandy, Hagar Hussein et al. · Bioinformatics · 2019 · 293 citations · Full text

NuCLS: A scalable crowdsourcing approach and dataset for nucleus classification and segmentation in breast cancer

Mohamed Amgad, Lamees A Atteya, Hagar Hussein et al. · GigaScience · 2022 · 97 citations · Full text

Interactive Classification of Whole-Slide Imaging Data for Cancer Researchers

Sanghoon Lee, Mohamed Amgad, Pooya Mobadersany et al. · Cancer Research · 2020 · 29 citations · Full text

Engineering, Whole-slide Imaging, Machine Learning +22

Explainable nucleus classification using Decision Tree Approximation of Learned Embeddings

Mohamed Amgad, Lamees A Atteya, Hagar Hussein et al. · Bioinformatics · 2021 · 16 citations · Full text

HistomicsML2.0: Fast interactive machine learning for whole slide imaging data

Sanghoon Lee, Mohamed Amgad, Deepak R. Chittajallu et al. · arXiv (Cornell University) · 2020 · 11 citations · Full text

Convolutional Neural Network, Engineering, Whole-slide Imaging +21