Raza, Shan E Ahmed

1. HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in\n Multi-Tissue Histology Images
   2018/12/16 by Simon Graham, Graham, Simon, Quoc Dang Vu +11 · 58 citations
   Computer Science · Medicine · Engineering · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis
2. Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation\n and Classification
   2021/08/25 by Simon Graham, Graham, Simon, Mostafa Jahanifar +31 · 10 citations
   Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
3. Domain Generalization in Computational Pathology: Survey and Guidelines
   2023/10/30 by Mostafa Jahanifar, Manahil Raza, Jahanifar, Mostafa +19 · 14 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Cancer Genomics and Diagnostics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
4. One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification
   2022/02/28 by Simon Graham, Quoc Dang Vu, Graham, Simon +10 · 6 citations
   Computer Science · Medicine · #AI in cancer detection #Digital Imaging for Blood Diseases #Radiomics and Machine Learning in Medical Imaging
5. Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images
   2022/02/14 by Vu, Quoc Dang, Rajpoot, Kashif, Raza, Shan E Ahmed +1 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
6. CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting
   2023/03/11 by Graham, Simon, Vu, Quoc Dang, Jahanifar, Mostafa +86 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. CoNIC: Colon Nuclei Identification and Counting Challenge 2022
   2021/11/29 by Graham, Simon, Jahanifar, Mostafa, Vu, Quoc Dang +6 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge
   2022/06/23 by Adam Shephard, Shephard, Adam, Mostafa Jahanifar +15 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Medicine · #Cancer Immunotherapy and Biomarkers #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Inflammatory Biomarkers in Disease Prognosis #electronic engineering #information engineering
9. Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations
   2021/06/25 by Noorul Wahab, Islam M. Miligy, Wahab, Noorul +51 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
10. Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures
    2022/08/26 by Jahanifar, Mostafa, Shephard, Adam, Zamanitajeddin, Neda +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images
    2023/01/30 by Bashir, Raja Muhammad Saad, Qaiser, Talha, Raza, Shan E Ahmed +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences