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N. Rajpoot · SciRah

Researcher profile · Semantic Scholar

N. Rajpoot

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N. Rajpoot — researcher profile on SciRah

h-index: 57
Works: 270
Citations: 22K

Most-cited papers

Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images
S. Graham, Q. D. Vu, S. E. Ahmed Raza, Ayesha S. Azam +3 more
2018Medical Image Anal.1,545 citations Open access
Semantic Scholar
A Multi-organ Nucleus Segmentation Challenge
Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou +83 more
2019IEEE Transactions on Medical Imaging565 citations Open access
Semantic Scholar
Why rankings of biomedical image analysis competitions should be interpreted with care
L. Maier-Hein, M. Eisenmann, A. Reinke, Sinan Onogur +34 more
2018Nature Communications422 citations Open access
Semantic Scholar
MILD‐Net: Minimal information loss dilated network for gland instance segmentation in colon histology images
S. Graham, Hao Chen, Jevgenij Gamper, Q. Dou +4 more
2018Medical Image Anal.374 citations Open access
Semantic Scholar
Methods for Segmentation and Classification of Digital Microscopy Tissue Images
Q. D. Vu, S. Graham, T. Kurç, Minh Nguyen Nhat To +11 more
2018Frontiers in Bioengineering and Biotechnology357 citations Open access
Semantic Scholar
PanNuke: An Open Pan-Cancer Histology Dataset for Nuclei Instance Segmentation and Classification
Jevgenij Gamper, Navid Alemi Koohbanani, Ksenija Benet, A. Khuram +1 more
2019European Congress on Digital Pathology334 citations
Semantic Scholar
Micro‐Net: A unified model for segmentation of various objects in microscopy images
S. E. Ahmed Raza, Linda Cheung, M. Shaban, S. Graham +4 more
2018Medical Image Anal.285 citations Open access
Semantic Scholar
PanNuke Dataset Extension, Insights and Baselines
Jevgenij Gamper, Navid Alemi Koohbanani, K. Benes, S. Graham +5 more
2020arXiv.org280 citations
Semantic Scholar
Development and validation of a weakly supervised deep learning framework to predict the status of molecular pathways and key mutations in colorectal cancer from routine histology images: a retrospective study
Mohsin Bilal, S. E. Ahmed Raza, Ayesha S. Azam, S. Graham +5 more
2021The Lancet Digital Health236 citations Open access
Semantic Scholar
MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge
Ruchika Verma, Neeraj Kumar, Abhijeet Patil, N. Kurian +54 more
2021IEEE Transactions on Medical Imaging235 citations Open access
Semantic Scholar
CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images
Yanning Zhou, S. Graham, Navid Alemi Koohbanani, M. Shaban +2 more
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)224 citations Open access
Semantic Scholar
Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features
Talha Qaiser, Yee-Wah Tsang, D. Taniyama, Naoya Sakamoto +3 more
2018Medical Image Anal.209 citations Open access
Semantic Scholar
Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations
Navid Alemi Koohbanani, Balagopal Unnikrishnan, S. A. Khurram, Pavitra Krishnaswamy +1 more
2020IEEE Transactions on Medical Imaging203 citations Open access
Semantic Scholar
Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification
S. Graham, M. Jahanifar, Ayesha S. Azam, M. Nimir +13 more
20212021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)192 citations Open access
Semantic Scholar
Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images
M. Shaban, Ruqayya Awan, M. Fraz, Ayesha S. Azam +3 more
2019IEEE Transactions on Medical Imaging175 citations Open access
Semantic Scholar
A Novel Digital Score for Abundance of Tumour Infiltrating Lymphocytes Predicts Disease Free Survival in Oral Squamous Cell Carcinoma
M. Shaban, S. A. Khurram, M. Fraz, Najah M. Alsubaie +5 more
2019Scientific Reports166 citations Open access
Semantic Scholar
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images
Navid Alemi Koohbanani, M. Jahanifar, Neda Zamani Tajadin, N. Rajpoot
2020Medical Image Anal.163 citations Open access
Semantic Scholar
Cellular community detection for tissue phenotyping in colorectal cancer histology images
S. Javed, Arif Mahmood, M. Fraz, Navid Alemi Koohbanani +6 more
2020Medical Image Anal.158 citations Open access
Semantic Scholar
Artificial Intelligence-based methods in head and neck cancer diagnosis: an overview
H. Mahmood, M. Shaban, N. Rajpoot, S. A. Khurram
2021British Journal of Cancer149 citations Open access
Semantic Scholar
SlideGraph+: Whole Slide Image Level Graphs to Predict HER2Status in Breast Cancer
Wenqi Lu, M. Toss, Muhammad Dawood, E. Rakha +2 more
2021Medical Image Anal.147 citations Open access
Semantic Scholar
Use of artificial intelligence in diagnosis of head and neck precancerous and cancerous lesions: A systematic review.
H. Mahmood, M. Shaban, B. I. Indave, A. Santos-Silva +2 more
2020Oral Oncology128 citations Open access
Semantic Scholar
Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection
Huang-Jing Lin, Hao Chen, S. Graham, Q. Dou +2 more
2019IEEE Transactions on Medical Imaging105 citations Open access
Semantic Scholar
Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images
S. Graham, David B. A. Epstein, N. Rajpoot
2020IEEE Transactions on Medical Imaging103 citations Open access
Semantic Scholar
The use of digital pathology and image analysis in clinical trials
R. Pell, K. Oien, M. Robinson, Helen Pitman +27 more
2019The Journal of Pathology: Clinical Research97 citations Open access
Semantic Scholar
Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles
Jevgenij Gamper, N. Rajpoot
2021Computer Vision and Pattern Recognition95 citations Open access
Semantic Scholar
CoNIC: Colon Nuclei Identification and Counting Challenge 2022
S. Graham, M. Jahanifar, Q. D. Vu, G. Hadjigeorghiou +5 more
2021arXiv.org83 citations
Semantic Scholar
Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring
Talha Qaiser, N. Rajpoot
2019IEEE Transactions on Medical Imaging83 citations Open access
Semantic Scholar
Capturing Cellular Topology in Multi-Gigapixel Pathology Images
Wenqi Lu, S. Graham, Mohsin Bilal, N. Rajpoot +1 more
20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)79 citations
Semantic Scholar
Diagnostic concordance and discordance in digital pathology: a systematic review and meta-analysis
Ayesha S. Azam, I. Miligy, P. Kimani, H. Maqbool +3 more
2020Journal of Clinical Pathology71 citations Open access
Semantic Scholar
Semantic annotation for computational pathology: multidisciplinary experience and best practice recommendations
N. Wahab, I. Miligy, K. Dodd, H. Sahota +23 more
2021The Journal of Pathology: Clinical Research67 citations Open access
Semantic Scholar
Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images
Q. D. Vu, K. Rajpoot, Shan E. Ahmed Raza, N. Rajpoot
2022Medical Image Anal.65 citations Open access
Semantic Scholar
Deep Learning With Sampling in Colon Cancer Histology
M. Shapcott, K. Hewitt, N. Rajpoot
2019Frontiers in Bioengineering and Biotechnology64 citations Open access
Semantic Scholar
SAMS-NET: Stain-aware multi-scale network for instance-based nuclei segmentation in histology images
S. Graham, N. Rajpoot
2018IEEE International Symposium on Biomedical Imaging64 citations
Semantic Scholar
Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer
D. Page, G. Broeckx, C. Jahangir, Sara Verbandt +130 more
2023Journal of Pathology57 citations Open access
Semantic Scholar
Digital pathology and artificial intelligence will be key to supporting clinical and academic cellular pathology through COVID-19 and future crises: the PathLAKE consortium perspective
L. Browning, R. Colling, E. Rakha, N. Rajpoot +5 more
2020Journal of Clinical Pathology56 citations Open access
Semantic Scholar
Simultaneous Cell Detection and Classification in Bone Marrow Histology Images
Tzu-Hsi Song, V. Sanchez, Hesham EIDaly, N. Rajpoot
2019IEEE journal of biomedical and health informatics56 citations Open access
Semantic Scholar
Pitfalls in machine learning‐based assessment of tumor‐infiltrating lymphocytes in breast cancer: A report of the International Immuno‐Oncology Biomarker Working Group on Breast Cancer
J. Thagaard, G. Broeckx, D. Page, C. Jahangir +138 more
2023Journal of Pathology54 citations Open access
Semantic Scholar
The International Collaboration for Cancer Classification and Research
I. Cree, B. I. Indave-Ruiz, J. Zavadil, J. Mckay +12 more
2020International Journal of Cancer54 citations Open access
Semantic Scholar
Classification of lung cancer histology images using patch-level summary statistics
S. Graham, M. Shaban, Talha Qaiser, Navid Alemi Koohbanani +2 more
2018Medical Imaging54 citations
Semantic Scholar
Nuclear Instance Segmentation Using a Proposal-Free Spatially Aware Deep Learning Framework
Navid Alemi Koohbanani, M. Jahanifar, A. Gooya, N. Rajpoot
2019International Conference on Medical Image Computing and Computer-Assisted Intervention50 citations Open access
Semantic Scholar
Multiplex Cellular Communities in Multi-Gigapixel Colorectal Cancer Histology Images for Tissue Phenotyping
S. Javed, A. Mahmood, N. Werghi, K. Benes +1 more
2020IEEE Transactions on Image Processing47 citations
Semantic Scholar
Deep learning based digital cell profiles for risk stratification of urine cytology images
Ruqayya Awan, K. Benes, Ayesha S. Azam, Tzu-Hsi Song +6 more
2021Cytometry Part A41 citations Open access
Semantic Scholar
A digital score of tumour‐associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma
M. Shaban, S. E. Ahmed Raza, Maria Hassan, A. Jamshed +10 more
2021Journal of Pathology38 citations Open access
Semantic Scholar
Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia
A. Shephard, S. Graham, R. M. Saad Bashir, M. Jahanifar +3 more
20212021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)33 citations Open access
Semantic Scholar
Leveraging Transfer Learning for Segmenting Lesions and their Attributes in Dermoscopy Images
Navid Alemi Koohbanani, M. Jahanifar, Neda Zamani Tajeddin, A. Gooya +1 more
2018arXiv.org33 citations
Semantic Scholar
SAFRON: Stitching Across the Frontier Network for Generating Colorectal Cancer Histology Images
Srijay Deshpande, Fayyaz A. Minhas, S. Graham, N. Rajpoot
2021Medical Image Anal.32 citations
Semantic Scholar
Rota-Net: Rotation Equivariant Network for Simultaneous Gland and Lumen Segmentation in Colon Histology Images
S. Graham, David B. A. Epstein, N. Rajpoot
2019European Congress on Digital Pathology31 citations
Semantic Scholar
Feasibility of Training Community Health Workers in the Detection of Oral Cancer
Vipin Thampi, R. Hariprasad, A. John, S. Nethan +7 more
2022JAMA Network Open29 citations Open access
Semantic Scholar
Nucleus classification in histology images using message passing network
Taimur Hassan, S. Javed, A. Mahmood, Talha Qaiser +2 more
2022Medical Image Anal.28 citations
Semantic Scholar
FedDropoutAvg: Generalizable federated learning for histopathology image classification
G. N. Gunesli, Mohsin Bilal, S. E. Ahmed Raza, N. Rajpoot
2021arXiv.org27 citations
Semantic Scholar

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