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Raja Muhammad Saad Bashir
Raja Muhammad Saad Bashir
Machine Learning Scientist
Verified email at groundtruthlabs.com - Homepage
Title
Cited by
Cited by
Year
Vr-proud: Vehicle re-identification using progressive unsupervised deep architecture
RMS Bashir, M Shahzad, MM Fraz
Pattern Recognition 90, 52-65, 2019
692019
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
602022
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
602022
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
312021
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
292021
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
252020
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
242024
DUPL-VR: deep unsupervised progressive learning for vehicle re-identification
RMS Bashir, M Shahzad, MM Fraz
International Symposium on Visual Computing, 286-295, 2018
182018
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
112020
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
102024
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
102023
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
72024
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
62023
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
32022
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
22023
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
22022
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
12022
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
12020
Stain-invariant representation for tissue classification in histology images
M Raza, S Bashir, T Qaiser, N Rajpoot
arXiv preprint arXiv:2411.15237, 2024
2024
Dual attention model with reinforcement learning for classification of histology whole-slide images
M Raza, R Awan, RMS Bashir, T Qaiser, NM Rajpoot
Computerized Medical Imaging and Graphics, 102466, 2024
2024
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