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08/15/2023
A Foundation LAnguage-Image model of the Retina (FLAIR): Encoding expert knowledge in text supervision
Foundation vision-language models are currently transforming computer vi...
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07/11/2023
HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration
Digital pathology has become a standard in the pathology workflow due to...
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03/29/2023
Transductive few-shot adapters for medical image segmentation
With the recent raise of foundation models in computer vision and NLP, t...
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11/30/2022
Challenging mitosis detection algorithms: Global labels allow centroid localization
Mitotic activity is a crucial proliferation biomarker for the diagnosis ...
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03/03/2022
Constrained unsupervised anomaly segmentation
Current unsupervised anomaly localization approaches rely on generative ...
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09/01/2021
Looking at the whole picture: constrained unsupervised anomaly segmentation
Current unsupervised anomaly localization approaches rely on generative ...
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05/21/2021
Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net
Prostate cancer is one of the most prevalent cancers worldwide. One of t...
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05/21/2021
Going Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern Detection
The Gleason scoring system is the primary diagnostic and prognostic tool...
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05/21/2021
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images
Prostate cancer is one of the main diseases affecting men worldwide. The...
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05/21/2021
Self-learning for weakly supervised Gleason grading of local patterns
Prostate cancer is one of the main diseases affecting men worldwide. The...
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05/22/2020