Data Engineering in Medical Imaging First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings için kapak resmi
Başlık:
Data Engineering in Medical Imaging First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings
Yazar:
Bhattarai, Binod. editor.
ISBN:
9783031449925
Basım Bilgisi:
1st ed. 2023.
Fiziksel Tanımlama:
X, 123 p. 45 illus., 38 illus. in color. online resource.
Seri:
Lecture Notes in Computer Science, 14314
İçerik:
Weakly Supervised Medical Image Segmentation through Dense Combinations of Dense Pseudo-Labels -- Whole Slide Multiple Instance Learning for Predicting Axillary Lymph Node Metastasis -- A Client-server Deep Federated Learning for Cross-domain Surgical Image Segmentation -- Pre-training with simulated ultrasound images for breast mass segmentation and classification -- Efficient Large Scale Medical Image Dataset Preparation for Machine Learning Applications -- A Self-supervised Approach for Detecting the Edges of Haustral Folds in Colonoscopy Video -- Procedurally Generated Colonoscopy and Laparoscopy Data For Improved Model Training Performance -- Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining -- A Study on Using Transformer Encoding Techniques to Optimize Data-driven Volume-to-Surface Registration for Minimally Invasive Liver Interventions -- Vision Transformer-based Self-Supervised Learning for Ulcerative Colitis Grading in Colonoscopy -- Task-guided Domain Gap Reduction for Monocular Depth Prediction in Endoscopy. .
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