Vr-proud: Vehicle re-identification using progressive unsupervised deep architecture RMS Bashir, M Shahzad, MM Fraz Pattern Recognition 90, 52-65, 2019 | 61 | 2019 |
DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system Q Da, X Huang, Z Li, Y Zuo, C Zhang, J Liu, W Chen, J Li, D Xu, Z Hu, H Yi, ... Medical Image Analysis 80, 102485, 2022 | 51 | 2022 |
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 | 46 | 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 | 26 | 2021 |
Stain-robust mitotic figure detection for the mitosis domain generalization challenge M Jahanifar, A Shepard, N Zamanitajeddin, RMS Bashir, M Bilal, ... International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 25 | 2021 |
Automated grade classification of oral epithelial dysplasia using morphometric analysis of histology images RMS Bashir, H Mahmood, M Shaban, SEA Raza, MM Fraz, SA Khurram, ... Medical Imaging 2020: Digital Pathology 11320, 245-250, 2020 | 23 | 2020 |
DUPL-VR: deep unsupervised progressive learning for vehicle re-identification RMS Bashir, M Shahzad, MM Fraz International Symposium on Visual Computing, 286-295, 2018 | 17 | 2018 |
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 | 14 | 2024 |
HydraMix-Net: a deep multi-task semi-supervised learning approach for cell detection and classification RMS Bashir, T Qaiser, SEA Raza, NM Rajpoot Interpretable and Annotation-Efficient Learning for Medical Image Computing …, 2020 | 8 | 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 | 7 | 2023 |
Consistency regularisation in varying contexts and feature perturbations for semi-supervised semantic segmentation of histology images RMS Bashir, T Qaiser, SEA Raza, NM Rajpoot Medical Image Analysis 91, 102997, 2024 | 6 | 2024 |
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 | 4 | 2024 |
LYSTO: The lymphocyte assessment hackathon and benchmark dataset Y Jiao, J van der Laak, S Albarqouni, Z Li, T Tan, A Bhalerao, S Cheng, ... IEEE journal of biomedical and health informatics, 2023 | 4 | 2023 |
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 |
Mimicking a pathologist: dual attention model for scoring of gigapixel histology images M Raza, R Awan, RMS Bashir, T Qaiser, NM Rajpoot arXiv preprint arXiv:2302.09682, 2023 | 2 | 2023 |
A novel framework for coarse-grained semantic segmentation of whole-slide images RMS Bashir, M Shaban, SEA Raza, SA Khurram, N Rajpoot Annual Conference on Medical Image Understanding and Analysis, 425-439, 2022 | 2 | 2022 |
A novel deep learning-based diagnostic algorithm for detection and segmentation of amyloid in digital whole slide images A Azam, S Bashir, SA Khurram, D Snead, N Rajpoot VIRCHOWS ARCHIV 477, S214-S214, 2020 | 1 | 2020 |
A Fully Automated and Explainable Algorithm for the Prediction of Malignant Transformation in Oral Epithelial Dysplasia N Rajpoot, A Shephard, R Bashir, H Mahmood, M Jahanifar, F Minhas, ... | | 2023 |
Learning with minimal annotations in computational pathology RMS Bashir University of Warwick, 2023 | | 2023 |
Mitigating Representation Shift in Unicentric Data through Logit Perturbation for Robust Histology Image Segmentation RMS Bashir, T Qaiser, SEA RAZA, N Rajpoot Medical Imaging with Deep Learning, short paper track, 2023 | | 2023 |