Data Engineering in Medical Imaging First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings /
Volume LNCS 14414 constitutes the refereed proceedings of the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023, which was held in Vancouver, Canada in October 2023. The DEMI 2023 proceedings contain 11 high-quality papers of 9 to 15 pages pre-s...
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| Tác giả của công ty: | |
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| Tác giả khác: | , , , , , , |
| Định dạng: | Điện tử eBook |
| Ngôn ngữ: | Tiếng Anh |
| Được phát hành: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2023.
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| Phiên bản: | 1st ed. 2023. |
| Loạt: | Lecture Notes in Computer Science,
14314 |
| Những chủ đề: | |
| Truy cập trực tuyến: | https://doi.org/10.1007/978-3-031-44992-5 |
| Các nhãn: |
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Mục lục:
- 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. .