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HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification


Aug 11, 2020
R. M. Saad Bashir, Talha Qaiser, Shan E Ahmed Raza, Nasir M. Rajpoot


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Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images


Jul 22, 2019
Muhammad Shaban, Ruqayya Awan, Muhammad Moazam Fraz, Ayesha Azam, David Snead, Nasir M. Rajpoot

* 10 pages, 4 figures, Supplementary Document 

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Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring


Mar 26, 2019
Talha Qaiser, Nasir M. Rajpoot


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Micro-Net: A unified model for segmentation of various objects in microscopy images


Apr 22, 2018
Shan E Ahmed Raza, Linda Cheung, Muhammad Shaban, Simon Graham, David Epstein, Stella Pelengaris, Michael Khan, Nasir M. Rajpoot


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Representation-Aggregation Networks for Segmentation of Multi-Gigapixel Histology Images


Jul 27, 2017
Abhinav Agarwalla, Muhammad Shaban, Nasir M. Rajpoot

* Published in Workshop on Deep Learning in Irregular Domains (DLID) in BMVC2017 

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Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest


Sep 01, 2016
Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot


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Assessment of algorithms for mitosis detection in breast cancer histopathology images


Nov 21, 2014
Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio Gonzalez, Anders B. L. Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Cireşan, Jürgen Schmidhuber, Alessandro Giusti, Luca M. Gambardella, F. Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frederic Precioso, Violet Snell, Josef Kittler, Teofilo E. de Campos, Adnan M. Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim

* 23 pages, 5 figures, accepted for publication in the journal Medical Image Analysis 

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