Applications of medical artificial intelligence : second International Workshop, AMAI 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings / Shandong Wu, Behrouz Shabestari, Lei Xing, editors.
This book constitutes the refereed proceedings of the first International Workshop on Applications of Medical Artificial Intelligence, AMAI 2023, held in conjunction with MICCAI 2023, in Vancouver, Canada in October 2023. The book includes 17 papers which were carefully reviewed and selected from 26...
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| Corporate Authors: | , |
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| Other Authors: | , , |
| Format: | Ebook |
| Language: | English |
| Published: |
Cham :
Springer,
[2024]
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| Series: | Lecture notes in computer science ;
14313 |
| Subjects: | |
| Online Access: | Springer eBooks |
| Summary: | This book constitutes the refereed proceedings of the first International Workshop on Applications of Medical Artificial Intelligence, AMAI 2023, held in conjunction with MICCAI 2023, in Vancouver, Canada in October 2023. The book includes 17 papers which were carefully reviewed and selected from 26 full-length submissions. The AMAI 2023 workshop created a forum to bring together researchers, clinicians, domain experts, AI practitioners, industry representatives, and students to investigate and discuss various challenges and opportunities related to applications of medical AI. |
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| Physical Description: | 1 online resource (xi, 178 pages) : illustrations. |
| Bibliography: | References -- CNNs vs. Transformers: Performance and Robustness in Endosco pages ic-Image Analysis -- 1 Introduction -- 2 Methods -- 2.1 Data: Setting, Datasets and Preprocessing -- 2.2 Network Architectures, Training and Evaluation -- 3 Experimental Results and Discussion -- 4 Conclusions -- References -- Investigating the Impact of Image Quality on Endosco page icAI Model Performance -- 1 Introduction -- 2 Methods and Materials -- 2.1 Network Training -- 2.2 Experiments -- 2.3 Image Corruptions -- 2.4 Evaluation -- 3 Results -- 4 Conclusions and Future Work -- References. |
| ISBN: | 9783031470769 3031470761 |
| ISSN: | 1611-3349 ; |