Publications

Accurate Subtyping of Lung Cancers by Modelling Class Dependencies

Batchkala G. et al, (2024)

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

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), The Lancet. Respiratory medicine, 11, 685 - 697

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

HARRINGTON H. et al, (2022), Leukemia

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

Enhancing Local Context of Histology Features in Vision Transformers

Wood R. 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

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

Publications

Accurate Subtyping of Lung Cancers by Modelling Class Dependencies

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

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

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.

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

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

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

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

Leveraging Inter-Annotator Disagreement for Semi-Supervised Segmentation

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

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

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

Enhancing Local Context of Histology Features in Vision Transformers

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

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

Multi-Scale Graphical Representation of Cell Environment.

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

FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation.

Active Data Enrichment by Learning What to Annotate in Digital Pathology.

Additive Angular Margin Loss and Model Scaling Network for Optimised Colitis Scoring

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Publications