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Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge


Sep 29, 2021
Mostafa Jahanifar, Adam Shephard, Neda Zamani Tajeddin, R. M. Saad Bashir, Mohsin Bilal, Syed Ali Khurram, Fayyaz Minhas, Nasir Rajpoot

* MIDOG challenge at MICCAI 2021 

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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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Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input


Aug 30, 2021
Mostafa Jahanifar, Neda Zamani Tajeddin, Navid Alemi Koohbanani, Nasir Rajpoot


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Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification


Aug 25, 2021
Simon Graham, Mostafa Jahanifar, Ayesha Azam, Mohammed Nimir, Yee-Wah Tsang, Katherine Dodd, Emily Hero, Harvir Sahota, Atisha Tank, Ksenija Benes, Noorul Wahab, Fayyaz Minhas, Shan E Ahmed Raza, Hesham El Daly, Kishore Gopalakrishnan, David Snead, Nasir Rajpoot


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Cells are Actors: Social Network Analysis with Classical ML for SOTA Histology Image Classification


Jul 10, 2021
Neda Zamanitajeddin, Mostafa Jahanifar, Nasir Rajpoot


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Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations


Jun 25, 2021
Noorul Wahab, Islam M Miligy, Katherine Dodd, Harvir Sahota, Michael Toss, Wenqi Lu, Mostafa Jahanifar, Mohsin Bilal, Simon Graham, Young Park, Giorgos Hadjigeorghiou, Abhir Bhalerao, Ayat Lashen, Asmaa Ibrahim, Ayaka Katayama, Henry O Ebili, Matthew Parkin, Tom Sorell, Shan E Ahmed Raza, Emily Hero, Hesham Eldaly, Yee Wah Tsang, Kishore Gopalakrishnan, David Snead, Emad Rakha, Nasir Rajpoot, Fayyaz Minhas


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Automatic Recognition of the Supraspinatus Tendinopathy from Ultrasound Images using Convolutional Neural Networks


Nov 23, 2020
Mostafa Jahanifar, Neda Zamani Tajeddin, Meisam Hasani, Babak Shekarchi, Kamran Azema


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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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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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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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Nuclei Detection Using Mixture Density Networks


Aug 22, 2018
Navid Alemi Koohababni, Mostafa Jahanifar, Ali Gooya, Nasir Rajpoot

* 8 pages, 3 figures 

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Supervised Saliency Map Driven Segmentation of the Lesions in Dermoscopic Images


Jun 07, 2018
Mostafa Jahanifar, Neda Zamani Tajeddin, Babak Mohammadzadeh Asl, Ali Gooya

* ISIC2017, JBHI 

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