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Adam Shephard
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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
732023
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
402022
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
212021
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
202021
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
152023
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
132020
Mitosis detection, fast and slow: Robust and efficient detection of mitotic figures
M Jahanifar, A Shephard, NZ Tajadin, S Graham, SEA Raza, F Minhas, ...
Medical Image Analysis, 103132, 2024
6*2024
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
62024
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
52023
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, 2023
42023
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
42022
An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer
AJ Shephard, M Jahanifar, R Wang, M Dawood, S Graham, K Sidlauskas, ...
arXiv preprint arXiv:2311.06185, 2023
3*2023
A Fully Automated and Explainable Algorithm for the Prediction of Malignant Transformation in Oral Epithelial Dysplasia
AJ Shephard, RMS Bashir, H Mahmood, M Jahanifar, F Minhas, ...
arXiv preprint arXiv:2307.03757, 2023
32023
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
22022
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
22022
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
12023
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 Ganz, ...
arXiv preprint arXiv:2309.15589, 2023
12023
An optimal architecture for semantic segmentation in multi-gigapixel images of oral dysplasia
N Azarmehr, A Shephard, N Rajpoot, SA Khurram
35th Conference on Neural Information Processing Systems (NeurIPS 2021 …, 2021
12021
TIAViz: A Browser-based Visualization Tool for Computational Pathology Models
M Eastwood, J Pocock, M Jahanifar, A Shephard, S Habib, E Alzaid, ...
arXiv preprint arXiv:2402.09990, 2024
2024
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
2023
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