| 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 | 111 | 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 | 80 | 2022 |
| 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 | 34 | 2021 |
| 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 | 33 | 2024 |
| 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 | 29 | 2023 |
| 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 | 29 | 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 | 21* | 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 | 20 | 2024 |
| Domain Generalization in Computational Pathology: Survey and Guidelines M Jahanifar, M Raza, K Xu, T Vuong, R Jewsbury, A Shephard, ... arXiv preprint arXiv:2310.19656, 2023 | 16 | 2023 |
| 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 | 15 | 2020 |
| 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 | 12 | 2024 |
| 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 | 11* | 2024 |
| 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 | 11 | 2023 |
| 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 | 7 | 2023 |
| 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 | 7 | 2022 |
| 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 | 7 | 2022 |
| Using Artificial Intelligence for Analysis of Histological and Morphological Diversity in Salivary Gland Tumors I Alsanie, A Shephard, N Azarmehr, N Rajpoot, SA Khurram | 3 | 2022 |
| A Fully Automated Multi-Scale Pipeline for Oral Epithelial Dysplasia Grading and Outcome Prediction A Shephard, N Azarmehr, RMS Bashir, SEA Raza, H Mahmood, ... Medical Imaging with Deep Learning, 2022 | 3 | 2022 |
| 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 | 2 | 2023 |
| Cellular Segmentation and Composition in Routine Histology Images using Deep Learning M Dawood, RMS Bashir, S Deshpande, M Raza, A Shephard arXiv preprint arXiv:2203.02510, 2022 | 1 | 2022 |
Nasir M. RajpootTissue Image Analytics (TIA) Centre, University of WarwickVerified email at warwick.ac.uk
