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Author Details

Nasir Rajpoot
University of Warwick, University Hospitals Coventry, UK The Alan Turing Institute
2003
86
30
PMIDPaper TitleJournal TitlePublished Year
36702037Handcrafted Histological Transformer (H2T): Unsupervised representation of whole slide images.Med Image Anal2023
37608772Pitfalls in machine learning-based assessment of tumor-infiltrating lymphocytes in breast cancer: A report of the International Immuno-Oncology Biomarker Working Group on Breast CancerJ Pathol2023
37608771Spatial 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.J Pathol2023
36584537Deep feature based cross-slide registration.Comput Med Imaging Graph2023
34698394A digital score of tumour-associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma.J Pathol2022
35532083REET: robustness evaluation and enhancement toolbox for computational pathology.Bioinformatics2022
35598521Nucleus classification in histology images using message passing network.Med Image Anal2022
33658334Ethical issues in computational pathology.J Med Ethics2022
35016078SAFRON: Stitching Across the Frontier Network for Generating Colorectal Cancer Histology Images.Med Image Anal2022
35014198Semantic annotation for computational pathology: multidisciplinary experience and best practice recommendations.J Pathol Clin Res2022
35130177On Smart Gaze Based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks.IEEE J Biomed Health Inform2022
35040966Feasibility of Training Community Health Workers in the Detection of Oral Cancer.JAMA Netw Open2022
32818326The International Collaboration for Cancer Classification and Research.Int J Cancer2021
33875821Artificial Intelligence-based methods in head and neck cancer diagnosis: an overview.Br J Cancer2021
33486882Deep learning based digital cell profiles for risk stratification of urine cytology images.Cytometry A2021
33523807Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations.IEEE Trans Med Imaging2021
34686474Development 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.Lancet Digit Health2021
34086562MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge.IEEE Trans Med Imaging2021
32934103Diagnostic concordance and discordance in digital pathology: a systematic review and meta-analysis.J Clin Pathol2021
32620678Digital pathology and artificial intelligence will be key to supporting clinical and academic cellular pathology through COVID-19 and future crises: the PathLAKE consortium perspective.J Clin Pathol2021
32330851Cellular community detection for tissue phenotyping in colorectal cancer histology images.Med Image Anal2020
31647422A Multi-Organ Nucleus Segmentation Challenge.IEEE Trans Med Imaging2020
32012004Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images.IEEE Trans Med Imaging2020
32746153Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images.IEEE Trans Med Imaging2020
32769053NuClick: A deep learning framework for interactive segmentation of microscopic images.Med Image Anal2020
32966218Multiplex Cellular Communities in Multi-Gigapixel Colorectal Cancer Histology Images for Tissue Phenotyping.IEEE Trans Image Process2020
32674040Use of artificial intelligence in diagnosis of head and neck precancerous and cancerous lesions: A systematic review.Oral Oncol2020
32618014Visual histological assessment of morphological features reflects the underlying molecular profile in invasive breast cancer: a morphomolecular study.Histopathology2020
30700735Author Correction: Why rankings of biomedical image analysis competitions should be interpreted with care.Nat Commun2019
31827677Urinary Metabolomic Markers of Protein Glycation, Oxidation, and Nitration in Early-Stage Decline in Metabolic, Vascular, and Renal Health.Oxid Med Cell Longev2019
31561183Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images.Med Image Anal2019
31527658A Novel Digital Score for Abundance of Tumour Infiltrating Lymphocytes Predicts Disease Free Survival in Oral Squamous Cell Carcinoma.Sci Rep2019
30861443Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge.Med Image Anal2019
30767396The use of digital pathology and image analysis in clinical trials.J Pathol Clin Res2019
30972333Deep Learning With Sampling in Colon Cancer Histology.Front Bioeng Biotechnol2019
30908205Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring.IEEE Trans Med Imaging2019
30991188Fast and accurate tumor segmentation of histology images using persistent homology and deep convolutional features.Med Image Anal2019
30580111Micro-Net: A unified model for segmentation of various objects in microscopy images.Med Image Anal2019
30624213Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection.IEEE Trans Med Imaging2019
30387756Simultaneous Cell Detection and Classification in Bone Marrow Histology Images.IEEE J Biomed Health Inform2019
28771788HER2 challenge contest: a detailed assessment of automated HER2 scoring algorithms in whole slide images of breast cancer tissues.Histopathology2018
30209315Novel digital signatures of tissue phenotypes for predicting distant metastasis in colorectal cancer.Sci Rep2018
30523263Why rankings of biomedical image analysis competitions should be interpreted with care.Nat Commun2018
28076381Stain Deconvolution Using Statistical Analysis of Multi-Resolution Stain Colour Representation.PLoS One2017
28391186Dual-Channel Active Contour Model for Megakaryocytic Cell Segmentation in Bone Marrow Trephine Histology Images.IEEE Trans Biomed Eng2017
28161567Multi-resolution cell orientation congruence descriptors for epithelium segmentation in endometrial histology images.Med Image Anal2017
29234806Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.JAMA2017
29203775Glandular Morphometrics for Objective Grading of Colorectal Adenocarcinoma Histology Images.Sci Rep2017
29100361Glyoxalase 1 copy number variation in patients with well differentiated gastro-entero-pancreatic neuroendocrine tumours (GEP-NET).Oncotarget2017
29164340Correlation Filters for Detection of Cellular Nuclei in Histopathology Images.J Med Syst2017
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Collaborators

Korsuk Sirinukunwattana
Institute of Biomedical Engineering (IBME), University of Oxford
Co-authored papers 13
Yee Wah Tsang
University Hospitals Coventry and Warwickshire National Health Service Trust
Co-authored papers 10
Muhammad Shaaban
Huazhong Agricultural University
Co-authored papers 8
Talha Qaiser
University of Warwick
Co-authored papers 7
Paul J van Diest
University Medical Center Utrecht
Co-authored papers 5
Ruqayya Awan
University of Warwick
Co-authored papers 5
Hao Chen
The Hong Kong University of Science and Technology
Co-authored papers 4
Pheng-Ann Heng
The Chinese University of Hong Kong
Co-authored papers 4
Bram van Ginneken
Radboud University Medical Center
Co-authored papers 3
Mitko Veta
Eindhoven University of Technology
Co-authored papers 3
Jeroen A W M van der Laak
Radboud University Medical Center
Co-authored papers 3
Thomas Walter
PSL University
Co-authored papers 3
Bjoern H Menze
Technische Universitat Munchen, University of Zurich
Co-authored papers 2
Elia Bruni
Center for Mind/Brain Sciences
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Andrew H Beck
Beth Israel Deaconess Medical Center, Harvard Medical School
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Alejandro F Frangi
Co-authored papers 2
William M Gallagher
All-Island Cancer Research Institute, UCD Conway Institute, University College Dublin
Co-authored papers 2
Matt Berseth
NLP Logix LLC
Co-authored papers 2
Hannah Y Wen
Memorial Sloan Kettering Cancer Center
Co-authored papers 2
Gloria Bueno
Hospital Clinico Universitario "Lozano Blesa"
Co-authored papers 2
Lajos Pusztai
Co-authored papers 2
Hady Ahmady Phoulady
California State University
Co-authored papers 2
Bennett A Landman
Vanderbilt University
Co-authored papers 2
David Tellez
Phoenix Children's Hospital
Co-authored papers 2
Jochen K Lennerz
Massachusetts General Hospital/Harvard Medical School
Co-authored papers 2
Jorge S Reis-Filho
Memorial Sloan-Kettering Cancer Center
Co-authored papers 2
Paula I Gonzalez-Ericsson
Co-authored papers 2
Hrvoje Bogunovic
Medical University of Vienna
Co-authored papers 2
Vitali Liauchuk
United Institute of Informatics Problems
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Release 1.2