Publications

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.

Ali S. et al, (2024), Scientific reports, 14

Quantitative interpretation of bone marrow biopsies in MPN-What's the point in a molecular age?

Ryou H. et al, (2023), British journal of haematology

Beyond attention: deriving biologically interpretable insights from weakly-supervised multiple-instance learning models

Bonnaffé W. et al, (2023)

SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis

Xu Z. et al, (2023)

Predicting the future risk of lung cancer: development, and internal and external validation of the CanPredict (lung) model in 19·67 million people and evaluation of model performance against seven other risk prediction models.

Liao W. et al, (2023), Lancet Respir Med

A multi-centre polyp detection and segmentation dataset for generalisability assessment.

Ali S. et al, (2023), Sci Data, 10

Correction: Continuous Indexing of Fibrosis (CIF): improving the assessment and classification of MPN patients.

Ryou H. et al, (2023), Leukemia

Deep Visualisation-Based Interpretable Analysis of Digital Pathology Images for Colorectal Cancer

Guérin A. et al, (2023), Lecture Notes in Networks and Systems, 690 LNNS, 555 - 565

Joint Prediction of Response to Therapy, Molecular Traits, and Spatial Organisation in Colorectal Cancer Biopsies

Wood R. et al, (2023), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14224 LNCS, 758 - 767

Leveraging Inter-Annotator Disagreement for Semi-Supervised Segmentation

Sauer A. et al, (2023), Proceedings - International Symposium on Biomedical Imaging, 2023-April

Continuous Indexing of Fibrosis (CIF): improving the assessment and classification of MPN patients.

Ryou H. et al, (2022), Leukemia

Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy.

Gupta S. et al, (2022), Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society, 101

RFID analysis of the complexity of cellular pathology workflow—An opportunity for digital pathology

Browning L. et al, (2022), Frontiers in Medicine, 9

Impact of the transition to digital pathology in a clinical setting on histopathologists in training: experiences and perceived challenges within a UK training region

Browning L. et al, (2022), Journal of Clinical Pathology

Patch-level instance-group discrimination with pretext-invariant learning for colitis scoring

Xu Z. et al, (2022)

A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples.

Martin NG. et al, (2022), Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2022, 3063 - 3067

Multi-Scale Graphical Representation of Cell Environment.

Theissen H. et al, (2022), Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2022, 3522 - 3525

Continuous Indexing of Fibrosis (CIF): Improving the Assessment and Classification of MPN Patients

Ryou H. et al, (2022)

Predicting Clinical Endpoints and Visual Changes with Quality-Weighted Tissue-based Renal Histological Features

Tam KH. et al, (2022)

Automated quality assessment of large digitised histology cohorts by artificial intelligence.

Haghighat M. et al, (2022), Scientific reports, 12

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Publications