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Detecting, Localising and Classifying Polyps from Colonoscopy Videos using Deep Learning.

, , , , , , , , и . CoRR, (2021)

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Eva Maria Verjans

Johan Waern

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Johan Schloemann

 

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Photoshopping Colonoscopy Video Frames., , , , , , и . ISBI, стр. 1-5. IEEE, (2020)Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images., , , , , , , и . Medical Image Anal., (декабря 2023)Weakly-supervised Video Anomaly Detection with Contrastive Learning of Long and Short-range Temporal Features., , , , , и . CoRR, (2021)CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification., , , , , , , , и . IEEE J. Biomed. Health Informatics, 26 (7): 3139-3150 (2022)Multi-Head Multi-Loss Model Calibration., , , и . MICCAI (3), том 14222 из Lecture Notes in Computer Science, стр. 108-117. Springer, (2023)Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework., , , , , , , , , и . CoRR, (2024)Multi-centred Strong Augmentation via Contrastive Learning for Unsupervised Lesion Detection and Segmentation., , , , , , , и . CoRR, (2021)Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder., , , , , , , , и . CoRR, (2022)Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning., , , , , и . ICCV, стр. 4955-4966. IEEE, (2021)Human-AI Interactive and Continuous Sensemaking: A Case Study of Image Classification using Scribble Attention Maps., , , , , , и . CHI Extended Abstracts, стр. 290:1-290:8. ACM, (2021)