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Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images


Jan 30, 2023
Raja Muhammad Saad Bashir, Talha Qaiser, Shan E Ahmed Raza, Nasir M. Rajpoot

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Deep Feature based Cross-slide Registration


Feb 27, 2022
Ruqayya Awan, Shan E Ahmed Raza, Johannes Lotz, Nick Weiss, Nasir M. Rajpoot

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Deep Learning based Prediction of MSI in Colorectal Cancer via Prediction of the Status of MMR Markers


Feb 24, 2022
Ruqayya Awan, Mohammed Nimir, Shan E Ahmed Raza, Johannes Lotz, David Snead, Andrew Robison, Nasir M. Rajpoot

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FedDropoutAvg: Generalizable federated learning for histopathology image classification


Nov 25, 2021
Gozde N. Gunesli, Mohsin Bilal, Shan E Ahmed Raza, Nasir M. Rajpoot

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* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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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

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* 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

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* 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

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* 14 pages, 4 figures, 1 table 

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