Rajpoot, Nasir
- 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 · 59 citations
Computer Science · Medicine · Engineering · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis
- PanNuke Dataset Extension, Insights and Baselines
2020/03/24 by Jevgenij Gamper, Navid Alemi Koohbanani, Gamper, Jevgenij +14 · 14 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Methods for Segmentation and Classification of Digital Microscopy Tissue\n Images
2018/10/31 by Quoc Dang Vu, Vu, Quoc Dang, Simon Graham +25 · 10 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
- Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation\n and Classification
2021/08/25 by Simon Graham, Mostafa Jahanifar, Graham, Simon +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
- Domain Generalization in Computational Pathology: Survey and Guidelines
2023/10/30 by Mostafa Jahanifar, Jahanifar, Mostafa, Manahil Raza +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
- Fast and Accurate Tumor Segmentation of Histology Images using\n Persistent Homology and Deep Convolutional Features
2018/05/09 by Talha Qaiser, Qaiser, Talha, Yee‐Wah Tsang +11 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Leprosy Research and Treatment #Topological and Geometric Data Analysis
- Common Limitations of Image Processing Metrics:A Picture Story
2021/04/12 by Annika Reinke, Minu D. Tizabi, Reinke, Annika +124 · 8 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal\n Cancer Histology Images
2019/09/03 by Yanning Zhou, Simon Graham, Zhou, Yanning +8 · 6 citations
Computer Science · Medicine · #AI in cancer detection #Digital Imaging for Blood Diseases #Radiomics and Machine Learning in Medical Imaging
- Self-Path: Self-supervision for Classification of Pathology Images with\n Limited Annotations
2020/08/12 by Navid Alemi Koohbanani, Balagopal Unnikrishnan, Koohbanani, Navid Alemi +7 · 6 citations
Computer Science · Medicine · #AI in cancer detection #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) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images
2020/05/29 by Navid Alemi Koohbanani, Koohbanani, Navid Alemi, Mostafa Jahanifar +5 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Applications (stat.AP) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification
2022/02/28 by Simon Graham, Graham, Simon, Quoc Dang Vu +10 · 6 citations
Computer Science · Medicine · #AI in cancer detection #Digital Imaging for Blood Diseases #Radiomics and Machine Learning in Medical Imaging
- Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles
2021/03/08 by Gamper, Jevgenij, Rajpoot, Nasir · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- SlideGraph+: Whole Slide Image Level Graphs to Predict HER2Status in Breast Cancer
2021/10/12 by Wenqi Lu, Lu, Wenqi, Michael S. Toss +7 · 4 citations
Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Gene expression and cancer classification
- An Aggregation of Aggregation Methods in Computational Pathology
2022/11/02 by Bilal, Mohsin, Jewsbury, Robert, Wang, Ruoyu +4 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Why is the winner the best?
2023/03/30 by Eisenmann, Matthias, Reinke, Annika, Weru, Vivienn +122 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Foundation Models in Computational Pathology: A Review of Challenges, Opportunities, and Impact
2025/02/12 by Mohsin Bilal, Bilal, Mohsin, Aadam +14 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- CoNIC: Colon Nuclei Identification and Counting Challenge 2022
2021/11/29 by Simon Graham, Graham, Simon, Mostafa Jahanifar +15 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images
2022/10/31 by Imaad Zaffar, Guillaume Jaume, Zaffar, Imaad +5 · 3 citations
Computer Science · #AI in cancer detection #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.4.0 #I.5.4
- Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images
2020/04/06 by Graham, Simon, Epstein, David, Rajpoot, Nasir · 2 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
- 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
- StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images
2024/03/14 by Robert Jewsbury, R. Wang, Jewsbury, Robert +7 · 2 citations
Computer Science · Medicine · #AI in cancer detection #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) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations
2021/06/25 by Noorul Wahab, Wahab, Noorul, Islam M. Miligy +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
- Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge
2021/09/02 by Jahanifar, Mostafa, Shephard, Adam, Tajeddin, Neda Zamani +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures
2022/08/26 by Mostafa Jahanifar, Jahanifar, Mostafa, Adam Shephard +9 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- On generalisability of segment anything model for nuclear instance segmentation in histology images
2024/01/25 by Xu, Kesi, Goetz, Lea, Rajpoot, Nasir · 2 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
- Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification
2023/05/03 by Sajid Javed, Arif Mahmood, Javed, Sajid +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG)