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Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations


Aug 12, 2020
Navid Alemi Koohbanani, Balagopal Unnikrishnan, Syed Ali Khurram, Pavitra Krishnaswamy, Nasir Rajpoot


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NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images


May 29, 2020
Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajadin, Nasir Rajpoot


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PanNuke Dataset Extension, Insights and Baselines


Apr 22, 2020
Jevgenij Gamper, Navid Alemi Koohbanani, Ksenija Benes, Simon Graham, Mostafa Jahanifar, Syed Ali Khurram, Ayesha Azam, Katherine Hewitt, Nasir Rajpoot

* Work in progress 

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NuClick: From Clicks in the Nuclei to Nuclear Boundaries


Sep 07, 2019
Mostafa Jahanifar, Navid Alemi Koohbanani, Nasir Rajpoot


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CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images


Sep 03, 2019
Yanning Zhou, Simon Graham, Navid Alemi Koohbanani, Muhammad Shaban, Pheng-Ann Heng, Nasir Rajpoot

* Accepted in ICCVW 2019 (Visual Recognition for Medical Images) 

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Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework


Aug 27, 2019
Navid Alemi Koohbanani, Mostafa Jahanifar, Ali Gooya, Nasir Rajpoot


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Methods for Segmentation and Classification of Digital Microscopy Tissue Images


Oct 31, 2018
Quoc Dang Vu, Simon Graham, Minh Nguyen Nhat To, Muhammad Shaban, Talha Qaiser, Navid Alemi Koohbanani, Syed Ali Khurram, Tahsin Kurc, Keyvan Farahani, Tianhao Zhao, Rajarsi Gupta, Jin Tae Kwak, Nasir Rajpoot, Joel Saltz


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Leveraging Transfer Learning for Segmenting Lesions and their Attributes in Dermoscopy Images


Sep 23, 2018
Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir Rajpoot


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Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images


Mar 06, 2018
Ruqayya Awan, Navid Alemi Koohbanani, Muhammad Shaban, Anna Lisowska, Nasir Rajpoot


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