| Mitosis domain generalization in histopathology images—The MIDOG challenge M Aubreville, N Stathonikos, CA Bertram, R Klopfleisch, N Ter Hoeve, ... Medical Image Analysis 84, 102699, 2023 | 177 | 2023 |
| TIAToolbox as an end-to-end library for advanced tissue image analytics J Pocock, S Graham, QD Vu, M Jahanifar, S Deshpande, ... Communications medicine 2 (1), 120, 2022 | 135 | 2022 |
| CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting S Graham, QD Vu, M Jahanifar, M Weigert, U Schmidt, W Zhang, J Zhang, ... Medical image analysis 92, 103047, 2024 | 67 | 2024 |
| Domain generalization across tumor types, laboratories, and species—Insights from the 2022 edition of the Mitosis Domain Generalization Challenge M Aubreville, N Stathonikos, TA Donovan, R Klopfleisch, J Ammeling, ... Medical Image Analysis 94, 103155, 2024 | 51 | 2024 |
| Domain generalization in computational pathology: survey and guidelines M Jahanifar, M Raza, K Xu, TTL Vuong, R Jewsbury, A Shephard, ... ACM Computing Surveys 57 (11), 1-37, 2025 | 44 | 2025 |
| Why is the winner the best? M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, S Ali, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 43 | 2023 |
| Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia AJ Shephard, S Graham, S Bashir, M Jahanifar, H Mahmood, A Khurram, ... Proceedings of the IEEE/CVF International Conference on Computer Vision, 552-561, 2021 | 42 | 2021 |
| Mitosis detection, fast and slow: Robust and efficient detection of mitotic figures M Jahanifar, A Shephard, N Zamanitajeddin, S Graham, SEA Raza, ... Medical Image Analysis 94, 103132, 2024 | 41* | 2024 |
| Stain-robust mitotic figure detection for the Mitosis Domain Generalization Challenge M Jahanifar, A Shephard, N Zamanitajeddin, RM Bashir, M Bilal, ... International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 33 | 2021 |
| A fully automated and explainable algorithm for predicting malignant transformation in oral epithelial dysplasia AJ Shephard, RMS Bashir, H Mahmood, M Jahanifar, F Minhas, ... npj Precision Oncology 8 (1), 137, 2024 | 30 | 2024 |
| Lesion Induced Error on Automated Measures of Brain Volume: Data From a Pediatric Traumatic Brain Injury Cohort DJ King, J Novak, AJ Shephard, R Beare, VA Anderson, AG Wood Frontiers in neuroscience 14, 491478, 2020 | 24 | 2020 |
| A digital score of peri‐epithelial lymphocytic activity predicts malignant transformation in oral epithelial dysplasia RMS Bashir, AJ Shephard, H Mahmood, N Azarmehr, SEA Raza, ... The Journal of Pathology 260 (4), 431-442, 2023 | 21 | 2023 |
| An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer AJ Shephard, M Jahanifar, R Wang, M Dawood, S Graham, K Sidlauskas, ... 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024 | 19* | 2024 |
| Development and validation of a multivariable model for prediction of malignant transformation and recurrence of oral epithelial dysplasia H Mahmood, A Shephard, P Hankinson, M Bradburn, ALD Araujo, ... British Journal of Cancer 129 (10), 1599-1607, 2023 | 15 | 2023 |
| Automated oral epithelial dysplasia grading using neural networks and feature analysis N Azarmehr, A Shephard, H Mahmood, N Rajpoot, SA Khurram Medical Imaging with Deep Learning, 2022 | 10 | 2022 |
| Exploring the feasibility of AI-based analysis of histopathological variability in salivary gland tumours I Alsanie, A Shephard, N Azarmehr, P Vargas, M Pring, NM Rajpoot, ... Scientific Reports 15 (1), 29171, 2025 | 9* | 2025 |
| A Neural Architecture Search Based Framework for Segmentation of Epithelium, Nuclei and Oral Epithelial Dysplasia Grading N Azarmehr, A Shephard, H Mahmood, N Rajpoot, SA Khurram Annual Conference on Medical Image Understanding and Analysis, 357-370, 2022 | 9 | 2022 |
| A novel AI-based score for assessing the prognostic value of intra-epithelial lymphocytes in oral epithelial dysplasia AJ Shephard, H Mahmood, SEA Raza, SA Khurram, NM Rajpoot British Journal of Cancer 132 (2), 168-179, 2025 | 7 | 2025 |
| Transformer-based Model for Oral Epithelial Dysplasia Segmentation AJ Shephard, H Mahmood, SEA Raza, ALD Araujo, AR Santos-Silva, ... arXiv preprint arXiv:2311.05452, 2023 | 6 | 2023 |
| Development and validation of an artificial intelligence-based pipeline for predicting oral epithelial dysplasia malignant transformation AJ Shephard, H Mahmood, SEA Raza, ALD Araújo, AR Santos-Silva, ... Communications Medicine 5 (1), 1-11, 2025 | 4 | 2025 |
Nasir M. RajpootTissue Image Analytics (TIA) Centre, University of WarwickVerified email at warwick.ac.uk
