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Applications of Medical Artificial Intelligence

Third International Workshop, AMAI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings

  • Conference proceedings
  • © 2025

Overview

Editors:
  1. Shandong Wu

    1. University of Pittsburgh, Pittsburgh, USA

  2. Behrouz Shabestari

    1. National Institute of Biomedical Imaging and Bioengineering, Bethesda, USA

  3. Lei Xing

    1. Stanford University, Stanford, USA

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 15384)

Included in the following conference series:

Conference proceedings info: AMAI 2024.

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About this book

This book constitutes the refereed proceedings of the Third International Workshop on Applications of Medical Artificial Intelligence, AMAI 2024, held in conjunction with MICCAI 2024, in Marrakesh, Morocco on October 6th, 2024.

The volume includes 24 papers which were carefully reviewed and selected from 59 submissions. The AMAI 2024 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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Keywords

Table of contents (24 papers)

  1. EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models

    • João Matos, Jack Gallifant, Jian Pei, A. Ian Wong
    Pages 210-220

  2. Evaluating the Impact of Pulse Oximetry Bias in Machine Learning Under Counterfactual Thinking

    • Inês Martins, João Matos, Tiago Gonçalves, Leo A. Celi, An-Kwok Ian Wong, Jaime S. Cardoso
    Pages 221-230

  3. Normative Modeling with Focal Loss and Adversarial Autoencoders for Alzheimer’s Disease Diagnosis and Biomarker Identification

    • Songlin Zhao, Rong Zhou, Yu Zhang, Yong Chen, Lifang He
    Pages 231-240

  4. One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks

    • Yaxiong Chen, Junjian Hu, Chunlei Li, Zixuan Zheng, Jingliang Hu, Yilei Shi et al.
    Pages 241-251

  5. Data-Efficient Radiology Report Generation via Similar Report Features Enhancement

    • Yanfeng Li, Jinghan Sun, Liansheng Wang
    Pages 252-262

  6. Back Matter

    Pages 263-265
    Download chapter PDF
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Other volumes

  1. Applications of Medical Artificial Intelligence

Editors and Affiliations

  • University of Pittsburgh, Pittsburgh, USA

    Shandong Wu

  • National Institute of Biomedical Imaging and Bioengineering, Bethesda, USA

    Behrouz Shabestari

  • Stanford University, Stanford, USA

    Lei Xing

Bibliographic Information

  • Book Title: Applications of Medical Artificial Intelligence

  • Book Subtitle: Third International Workshop, AMAI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings

  • Editors: Shandong Wu, Behrouz Shabestari, Lei Xing

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-82007-6

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2025

  • Softcover ISBN: 978-3-031-82006-9Published: 08 February 2025

  • eBook ISBN: 978-3-031-82007-6Published: 07 February 2025

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XI, 265

  • Number of Illustrations: 8 b/w illustrations, 77 illustrations in colour

  • Topics: Image Processing and Computer Vision, Computer Applications, Artificial Intelligence, Computers and Education

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