Shan e Ahmed Raza

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 24

Top Topics

Image Classification

Colorectal Cancer

Microscopy Images

Top Venues

Medical Image Anal.

Patch-MI@MICCAI

Publications

Quoc Dang Vu, Robert Jewsbury, Simon Graham, Mostafa Jahanifar, Shan e Ahmed Raza, Fayyaz Minhas, Abhir Bhalerao, Nasir M. Rajpoot
Nuclear Segmentation and Classification: On Color & Compression Generalization. CoRR (2023)
Yiping Jiao, Jeroen van der Laak, Shadi Albarqouni, Zhang Li, Tao Tan, Abhir Bhalerao, Jiabo Ma, Jiamei Sun, Johnathon Pocock, Josien P. W. Pluim, Navid Alemi Koohbanani, Raja Muhammad Saad Bashir, Shan e Ahmed Raza, Sibo Liu, Simon Graham, Suzanne C. Wetstein, Syed Ali Khurram, Thomas Watson, Nasir M. Rajpoot, Mitko Veta, Francesco Ciompi
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset. CoRR (2023)
Raja Muhammad Saad Bashir, Talha Qaiser, Shan e Ahmed Raza, Nasir M. Rajpoot
Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images. CoRR (2023)
Raja Muhammad Saad Bashir, Muhammad Shaban, Shan e Ahmed Raza, Syed Ali Khurram, Nasir M. Rajpoot
A Novel Framework for Coarse-Grained Semantic Segmentation of Whole-Slide Images. MIUA (2022)
Adam J. Shephard, Mostafa Jahanifar, Ruoyu Wang, Muhammad Dawood, Simon Graham, Kastytis Sidlauskas, Syed Ali Khurram, Nasir M. Rajpoot, Shan e Ahmed Raza
TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge. CoRR (2022)
Mostafa Jahanifar, Adam J. Shephard, Neda Zamanitajeddin, Shan e Ahmed Raza, Nasir M. Rajpoot
Stain-Robust Mitotic Figure Detection for MIDOG 2022 Challenge. CoRR (2022)
Ruqayya Awan, Mohammed Nimir, Shan e Ahmed Raza, Johannes Lotz, David R. J. Snead, Andrew Robison, Nasir M. Rajpoot
Deep Learning based Prediction of MSI in Colorectal Cancer via Prediction of the Status of MMR Markers. CoRR (2022)
Quoc Dang Vu, Kashif Rajpoot, Shan e Ahmed Raza, Nasir M. Rajpoot
Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images. CoRR (2022)
Simon Graham, Mostafa Jahanifar, Quoc Dang Vu, Giorgos Hadjigeorghiou, Thomas Leech, David R. J. Snead, Shan e Ahmed Raza, Fayyaz A. Minhas, Nasir M. Rajpoot
CoNIC: Colon Nuclei Identification and Counting Challenge 2022. CoRR (2021)
Noor ul 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 R. J. Snead, Emad Rakha, Nasir M. Rajpoot, Fayyaz A. Minhas
Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations. CoRR (2021)
Gozde N. Gunesli, Mohsin Bilal, Shan e Ahmed Raza, Nasir M. Rajpoot
FedDropoutAvg: Generalizable federated learning for histopathology image classification. CoRR (2021)
Hammam M. AlGhamdia, Navid Alemi Koohbanani, Nasir M. Rajpoot, Shan e Ahmed Raza
A Novel Cell Map Representation for Weakly Supervised Prediction of ER & PR Status from H&E WSIs. COMPAY@MICCAI (2021)
Muhammad Shaban, Shan e Ahmed Raza, Mariam Hassan, Arif Jamshed, Sajid Mushtaq, Asif Loya, Nikolaos Batis, Jill Brooks, Paul Nankivell, Neil Sharma, Max Robinson, Hisham Mehanna, Syed Ali Khurram, Nasir M. Rajpoot
A digital score of tumour-associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma. CoRR (2021)
Raja Muhammad Saad Bashir, Talha Qaiser, Shan e Ahmed Raza, Nasir M. Rajpoot
HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification. CoRR (2020)
Asfand Yaar, Amina Asif, Shan e Ahmed Raza, Nasir M. Rajpoot, Fayyaz A. Minhas
Cross-Domain Knowledge Transfer for Prediction of Chemosensitivity in Ovarian Cancer Patients. CVPR Workshops (2020)
Shan e Ahmed Raza, Linda Cheung, Muhammad Shaban, Simon Graham, David B. A. Epstein, Stella Pelengaris, Michael Khan, Nasir M. Rajpoot
Micro-Net: A unified model for segmentation of various objects in microscopy images. Medical Image Anal. 52 (2019)
Shan e Ahmed Raza, Khalid AbdulJabbar, Mariam Jamal-Hanjani, Selvaraju Veeriah, John Le Quesne, Charles Swanton, Yinyin Yuan
Deconvolving Convolutional Neural Network for Cell Detection. ISBI (2019)
Simon Graham, Quoc Dang Vu, Shan e Ahmed Raza, Ayesha Azam, Yee-Wah Tsang, Jin Tae Kwak, Nasir M. Rajpoot
Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images. Medical Image Anal. 58 (2019)
Priya Lakshmi Narayanan, Shan e Ahmed Raza, Andrew Dodson, Barry Gusterson, Mitchell Dowsett, Yinyin Yuan
DeepSDCS: Dissecting cancer proliferation heterogeneity in Ki67 digital whole slide images. CoRR (2018)
Shan e Ahmed Raza, Khalid AbdulJabbar, Mariam Jamal-Hanjani, Selvaraju Veeriah, John Le Quesne, Charles Swanton, Yinyin Yuan
Deconvolving convolution neural network for cell detection. CoRR (2018)
Najah Alsubaie, Korsuk Sirinukunwattana, Shan e Ahmed Raza, David R. J. Snead, Nasir M. Rajpoot
A bottom-up approach for tumour differentiation in whole slide images of lung adenocarcinoma. Medical Imaging: Digital Pathology (2018)
Simon Graham, Quoc Dang Vu, Shan e Ahmed Raza, Jin Tae Kwak, Nasir M. Rajpoot
XY Network for Nuclear Segmentation in Multi-Tissue Histology Images. CoRR (2018)
Shan e Ahmed Raza, Linda Cheung, David B. A. Epstein, Stella Pelengaris, Michael Khan, Nasir M. Rajpoot
MIMONet: Gland Segmentation Using Multi-Input-Multi-Output Convolutional Neural Network. MIUA (2017)
Korsuk Sirinukunwattana, Shan e Ahmed Raza, Yee-Wah Tsang, David R. J. Snead, Ian A. Cree, Nasir M. Rajpoot
Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images. IEEE Trans. Medical Imaging 35 (5) (2016)
Korsuk Sirinukunwattana, Shan e Ahmed Raza, Yee-Wah Tsang, David R. J. Snead, Ian A. Cree, Nasir M. Rajpoot
A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images. Patch-MI@MICCAI (2015)
Guannan Li, Shan e Ahmed Raza, Nasir M. Rajpoot
A Novel Cell Orientation Congruence Descriptor for Superpixel Based Epithelium Segmentation in Endometrial Histology Images. Patch-MI@MICCAI (2015)