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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
582019
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
422022
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
362022
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
242021
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
222020
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
202021
DUPL-VR: deep unsupervised progressive learning for vehicle re-identification
RMS Bashir, M Shahzad, MM Fraz
International Symposium on Visual Computing, 286-295, 2018
172018
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
82024
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
72020
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
62023
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
42023
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
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
22024
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
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
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
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
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