Explainable nucleus classification using Decision Tree Approximation of Learned Embeddings.

Hagar Hussein

Mohamed Amgad Lamees A. Atteya Hagar Hussein Kareem Hosny Mohammed Ehab Hafiz Maha A. T. Elsebaie Pooya Mobadersany David Manthey David A. Gutman Habiba Elfandy Lee A. D. Cooper Explainable nucleus classification using Decision Tree Approximation of Learned Embeddings. 513-519 2022 38 Bioinform. 2 https://doi.org/10.1093/bioinformatics/btab670 db/journals/bioinformatics/bioinformatics38.html#AmgadAHMHEMMGEC22

Asma Alamgir Hagar Hussein Yasmin Abdelaal Alaa A. Abd-Alrazaq Mowafa S. Househ Artificial Intelligence in Kidney Transplantation: A Scoping Review. 254-258 2022 MIE https://doi.org/10.3233/SHTI220448 conf/mie/2022 db/conf/mie/mie2022.html#AlamgirHAAH22

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

Sanghoon Lee 0007 Mohamed Amgad Deepak Roy Chittajallu Matt McCormick 0001 Brian P. Pollack Habiba Elfandy Hagar Hussein David A. Gutman Lee A. D. Cooper HistomicsML2.0: Fast interactive machine learning for whole slide imaging data. 2020 abs/2001.11547 CoRR https://arxiv.org/abs/2001.11547 db/journals/corr/corr2001.html#abs-2001-11547

Mohamed Amgad Habiba Elfandy Hagar Hussein Lamees A. Atteya Mai A. T. Elsebaie Lamia S. Abo Elnasr Rokia Adel Sakr Hazem S. E. Salem Ahmed F. Ismail Anas M. Saad Joumana Ahmed Maha A. T. Elsebaie Mustafijur Rahman Inas A. Ruhban Nada M. Elgazar Yahya Alagha Mohamed H. Osman Ahmed M. Alhusseiny Mariam M. Khalaf Abo-Alela F. Younes Ali Abdulkarim Duaa M. Younes Ahmed M. Gadallah 0002 Ahmad M. Elkashash Salma Y. Fala Basma M. Zaki Jonathan D. Beezley Deepak Roy Chittajallu David Manthey David A. Gutman Lee A. D. Cooper Structured crowdsourcing enables convolutional segmentation of histology images. 3461-3467 2019 35 Bioinform. 18 https://doi.org/10.1093/bioinformatics/btz083 https://www.wikidata.org/entity/Q91380667 db/journals/bioinformatics/bioinformatics35.html#AmgadEHAEESSISA19

Alaa A. Abd-Alrazaq Yasmin Abdelaal Ali Abdulkarim Joumana Ahmed Yahya Alagha Asma Alamgir Ahmed M. Alhusseiny Ahmad M. Alkashash Mohamed Atef AlMoslemany Anas Alrefai Yomna A. Amer Mohamed Amgad Lamees A. Atteya Ahmed Ayad Jonathan D. Beezley Deepak Roy Chittajallu Lee A. D. Cooper Bradley Drumheller Habiba Elfandy Nada M. Elgazar Mohamed Elkady Ahmad M. Elkashash Abdelmagid M. Elmatboly Lamia S. Abo Elnasr Ahmed G. Elsaeed Maha A. T. Elsebaie Mai A. T. Elsebaie Amira Etman Salma Y. Fala Abo-Alela Farag Ahmed M. Gadallah 0002 David A. Gutman Ehab Hafiz Liza E. Hanna Mowafa Said HousehMowafa S. Househ Ahmed F. Ismail David Jaye Mariam M. Khalaf Sanghoon Lee 0007 David Manthey Matt McCormick 0001 Pooya Mobadersany Kareem Hosny Mohammed Menatalla K. Nadim Mohamed H. Osman Philip A. Pappalardo Brian P. Pollack Ahmad Rachid Mustafijur Rahman Ahmed M. Raslan Inas A. Ruhban Anas M. Saad Rokia Adel Sakr Hazem S. E. Salem Abo-Alela F. Younes Duaa M. Younes Basma M. Zaki