Explainable nucleus classification using Decision Tree Approximation of Learned Embeddings.

Mohamed Amgad Lamees A. Atteya Hagar Hussein Kareem Hosny Mohammed Ehab Hafiz Maha A. T. Elsebaie Ahmed M. Alhusseiny Mohamed Atef AlMoslemany Abdelmagid M. Elmatboly Philip A. Pappalardo Rokia Adel Sakr Pooya Mobadersany Ahmad Rachid Anas M. Saad Ahmad M. Alkashash Inas A. Ruhban Anas Alrefai Nada M. Elgazar Ali Abdulkarim Abo-Alela Farag Amira Etman Ahmed G. Elsaeed Yahya Alagha Yomna A. Amer Ahmed M. Raslan Menatalla K. Nadim Mai A. T. Elsebaie Ahmed Ayad Liza E. Hanna Ahmed M. Gadallah 0002 Mohamed Elkady Bradley Drumheller David Jaye David Manthey David A. Gutman Habiba Elfandy Lee A. D. Cooper NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation. 2021 abs/2102.09099 CoRR https://arxiv.org/abs/2102.09099 db/journals/corr/corr2102.html#abs-2102-09099