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Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia


Sep 01, 2021
Adam J. Shephard, Simon Graham, R. M. Saad Bashir, Mostafa Jahanifar, Hanya Mahmood, Syed Ali Khurram, Nasir M. Rajpoot

* 10 pages, 3 figures, conference 

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ALBRT: Cellular Composition Prediction in Routine Histology Images


Aug 26, 2021
Muhammad Dawood, Kim Branson, Nasir M. Rajpoot, Fayyaz ul Amir Afsar Minhas

* 11 pages, 5 figures 

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All You Need is Color: Image based Spatial Gene Expression Prediction using Neural Stain Learning


Aug 26, 2021
Muhammad Dawood, Kim Branson, Nasir M. Rajpoot, Fayyaz ul Amir Afsar Minhas

* 14 pages, 4 figures, 1 table 

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L1-regularized neural ranking for risk stratification and its application to prediction of time to distant metastasis in luminal node negative chemotherapy naïve breast cancer patients


Aug 23, 2021
Fayyaz Minhas, Michael S. Toss, Noor ul Wahab, Emad Rakha, Nasir M. Rajpoot

* Accepted in proc. (Machine Learning for Pharma and Healthcare Applications PharML 2021) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 13-17, 2021 

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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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