LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset.
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IEEE J. Biomed. Health Informatics, March, 2024
CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting.
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Medical Image Anal., February, 2024
Mitosis detection, fast and slow: Robust and efficient detection of mitotic figures.
Medical Image Anal., 2024
HoverFast: an accurate, high-throughput, clinically deployable nuclear segmentation tool for brightfield digital pathology images.
J. Open Source Softw., 2024
An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
TIAToolbox as an end-to-end library for advanced tissue image analytics.
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Dataset, July, 2023
TIAToolbox as an end-to-end library for advanced tissue image analytics.
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Dataset, May, 2023
TIAToolbox as an end-to-end library for advanced tissue image analytics.
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Dataset, March, 2023
TIAToolbox as an end-to-end library for advanced tissue image analytics.
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Dataset, February, 2023
One model is all you need: Multi-task learning enables simultaneous histology image segmentation and classification.
Medical Image Anal., 2023
Nuclear Segmentation and Classification: On Color & Compression Generalization.
CoRR, 2023
Accurate segmentation of nuclear instances using a double-stage neural network.
Proceedings of the Medical Imaging 2023: Digital and Computational Pathology, 2023
TIAToolbox as an end-to-end library for advanced tissue image analytics.
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Dataset, October, 2022
TIAToolbox as an end-to-end library for advanced tissue image analytics.
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Dataset, October, 2022
TIAToolbox: An End-to-End Toolbox for Advanced Tissue Image Analytics.
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Dataset, July, 2022
TIAToolbox: An End-to-End Toolbox for Advanced Tissue Image Analytics.
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Dataset, July, 2022
TIAToolbox: An End-to-End Toolbox for Advanced Tissue Image Analytics.
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Dataset, July, 2022
TIAToolbox: An End-to-End Toolbox for Advanced Tissue Image Analytics.
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Dataset, July, 2022
TIAToolbox: An End-to-End Toolbox for Advanced Tissue Image Analytics.
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Dataset, May, 2022
TIAToolbox: An End-to-End Toolbox for Advanced Tissue Image Analytics.
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Dataset, January, 2022
SAFRON: Stitching Across the Frontier Network for Generating Colorectal Cancer Histology Images.
Medical Image Anal., 2022
DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system.
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Medical Image Anal., 2022
TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge.
CoRR, 2022
One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification.
CoRR, 2022
Nuclear Segmentation and Classification: On Color and Compression Generalization.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Neural Graph Modelling of Whole Slide Images for Survival Ranking.
Proceedings of the Learning on Graphs Conference, 2022
IMPaSh: A Novel Domain-Shift Resistant Representation for Colorectal Cancer Tissue Classification.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
TIAToolbox: An End-to-End Toolbox for Advanced Tissue Image Analytics.
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Dataset, December, 2021
CoNIC: Colon Nuclei Identification and Counting Challenge 2022.
CoRR, 2021
Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations.
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CoRR, 2021
Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification.
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Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Localisation and symmetry in computational pathology.
PhD thesis, 2020
Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images.
IEEE Trans. Medical Imaging, 2020
FABnet: feature attention-based network for simultaneous segmentation of microvessels and nerves in routine histology images of oral cancer.
Neural Comput. Appl., 2020
SAFRON: Stitching Across the Frontier for Generating Colorectal Cancer Histology Images.
CoRR, 2020
PanNuke Dataset Extension, Insights and Baselines.
CoRR, 2020
Capturing Cellular Topology in Multi-Gigapixel Pathology Images.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection.
IEEE Trans. Medical Imaging, 2019
Micro-Net: A unified model for segmentation of various objects in microscopy images.
Medical Image Anal., 2019
Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images.
Medical Image Anal., 2019
MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology images.
Medical Image Anal., 2019
CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Rota-Net: Rotation Equivariant Network for Simultaneous Gland and Lumen Segmentation in Colon Histology Images.
Proceedings of the Digital Pathology - 15th European Congress, 2019
XY Network for Nuclear Segmentation in Multi-Tissue Histology Images.
CoRR, 2018
Methods for Segmentation and Classification of Digital Microscopy Tissue Images.
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CoRR, 2018
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images.
CoRR, 2018
Classification of lung cancer histology images using patch-level summary statistics.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018
Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018
Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018
SAMS-NET: Stain-aware multi-scale network for instance-based nuclei segmentation in histology images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Mobilizing a graduate school.
Proceedings of the 29th Annual ACM SIGUCCS Conference on User Services 2001, 2001