publications

publications by categories in reversed chronological order.

2023

  1. oed_jpath.png
    A digital score of peri-epithelial lymphocytic activity predicts malignant transformation in oral epithelial dysplasia
    Raja Muhammad Saad Bashir, Adam Shephard, Hanya Mahmood, and 4 more authors
    medRxiv, 2023
  2. dualattention.png
    Mimicking a Pathologist: Dual Attention Model for Scoring of Gigapixel Histology Images
    Manahil Raza, Ruqayya Awan, Raja Muhammad Saad Bashir, and 2 more authors
    arXiv preprint arXiv:2302.09682, 2023
  3. ssl_media.png
    Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images
    Raja Muhammad Saad Bashir, Talha Qaiser, Shan E Ahmed Raza, and 1 more author
    arXiv preprint arXiv:2301.13141, 2023
  4. lysto.png
    LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset
    Yiping Jiao, Jeroen Laak, Shadi Albarqouni, and 9 more authors
    arXiv preprint arXiv:2301.06304, 2023
  5. conic.png
    CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting
    Simon Graham, Quoc Dang Vu, Mostafa Jahanifar, and 8 more authors
    arXiv preprint arXiv:2303.06274, 2023

2022

  1. tiatoolbox.png
    TIAToolbox as an end-to-end library for advanced tissue image analytics
    Johnathan Pocock, Simon Graham, Quoc Dang Vu, and 8 more authors
    Communications medicine, 2022
  2. digestpath.png
    DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system
    Qian Da, Xiaodi Huang, Zhongyu Li, and 9 more authors
    Medical Image Analysis, 2022
  3. coarsenet.png
    A Novel Framework for Coarse-Grained Semantic Segmentation of Whole-Slide Images
    Raja Muhammad Saad Bashir, Muhammad Shaban, Shan E Ahmed Raza, and 2 more authors
    In Medical Image Understanding and Analysis: 26th Annual Conference, MIUA 2022, Cambridge, UK, July 27–29, 2022, Proceedings, 2022
  4. midog.png
    Stain-robust mitotic figure detection for the mitosis domain generalization challenge
    Mostafa Jahanifar, Adam Shepard, Neda Zamanitajeddin, and 5 more authors
    In Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis: MICCAI 2021 Challenges: MIDOG 2021, MOOD 2021, and Learn2Reg 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27–October 1, 2021, Proceedings, 2022
  5. oed_mdl.png
    A Fully Automated Multi-Scale Pipeline for Oral Epithelial Dysplasia Grading and Outcome Prediction
    Adam Shephard, Neda Azarmehr, Raja Muhammad Saad Bashir, and 4 more authors
    In Medical Imaging with Deep Learning, 2022

2021

  1. hovernetplus.png
    Simultaneous nuclear instance and layer segmentation in oral epithelial dysplasia
    Adam J Shephard, Simon Graham, Saad Bashir, and 4 more authors
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021

2020

  1. oed_spie.png
    Automated grade classification of oral epithelial dysplasia using morphometric analysis of histology images
    RM Saad Bashir, Hanya Mahmood, Muhammad Shaban, and 4 more authors
    In Medical Imaging 2020: Digital Pathology, 2020
  2. hydranet.png
    HydraMix-Net: A deep multi-task semi-supervised learning approach for cell detection and classification
    Raja Muhammad Saad Bashir, Talha Qaiser, Shan E Ahmed Raza, and 1 more author
    In Interpretable and Annotation-Efficient Learning for Medical Image Computing: Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4–8, 2020, Proceedings 3, 2020

2019

  1. vrproud.png
    Vr-proud: Vehicle re-identification using progressive unsupervised deep architecture
    Raja Muhammad Saad Bashir, Muhammad Shahzad, and MM Fraz
    Pattern Recognition, 2019

2018

  1. duplvr.png
    DUPL-VR: deep unsupervised progressive learning for vehicle re-identification
    Raja Muhammad Saad Bashir, Muhammad Shahzad, and Muhammad Moazam Fraz
    In Advances in Visual Computing: 13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19–21, 2018, Proceedings 13, 2018