The Emerging Issues in Bioimaging AI Publications and Research (Dagstuhl Seminar 24042)

Authors Jianxu Chen, Florian Jug, Susanne Rafelski, Shanghang Zhang and all authors of the abstracts in this report



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Author Details

Jianxu Chen
  • ISAS - Dortmund, DE
Florian Jug
  • Human Technopole - Milano, IT
Susanne Rafelski
  • Allen Insitute for Cell Science - Seattle, US
Shanghang Zhang
  • Peking University, CN
and all authors of the abstracts in this report

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Jianxu Chen, Florian Jug, Susanne Rafelski, and Shanghang Zhang. The Emerging Issues in Bioimaging AI Publications and Research (Dagstuhl Seminar 24042). In Dagstuhl Reports, Volume 14, Issue 1, pp. 90-107, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)
https://doi.org/10.4230/DagRep.14.1.90

Abstract

This report documents the program and outcomes of Dagstuhl Seminar "The Emerging Issues in Bioimaging AI Publications and Research" (24042) held on January 21-24, 2024. The fast advancement of computational techniques, particularly those based on artificial intelligence (AI), has significantly propelled the field of computational biology. With the rapid development, new issues are emerging in bioimaging AI publications and research. For example, how can we properly validate the AI methods used in quantitative biological analysis? Also, the ethical aspects of these developments remain underexplored, lacking clear definitions and recognition within the community. The goal of this interdisciplinary seminar was to bring together experts from various fields, including experimental biology, computational biology, bioimage analysis, computer vision, and AI research, to identify, discuss and address the emerging issues in current bioimaging AI research and publications.

Subject Classification

ACM Subject Classification
  • Applied computing → Imaging
  • Computing methodologies → Artificial intelligence
Keywords
  • artificial intelligence
  • bioimaging
  • open source
  • publication ethics
  • trustworthy ai

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