TY - GEN
T1 - Challenges for AI in Healthcare Systems
AU - Bertl, Markus
AU - Lamo, Yngve
AU - Leucker, Martin
AU - Margaria, Tiziana
AU - Mohammadi, Esfandiar
AU - Mukhiya, Suresh Kumar
AU - Pechmann, Ludwig
AU - Piho, Gunnar
AU - Rabbi, Fazle
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025
Y1 - 2025
N2 - This paper overviews the challenges of using artificial intelligence (AI) methods when building healthcare systems, as discussed at the AIsola Conference in 2023. It focuses on the topics (i) medical data, (ii) decision support, (iii) software engineering for AI-based health systems, (iv) regulatory affairs as well as (v) privacy-preserving machine learning and highlights the importance and challenges involved when utilizing AI in healthcare systems.
AB - This paper overviews the challenges of using artificial intelligence (AI) methods when building healthcare systems, as discussed at the AIsola Conference in 2023. It focuses on the topics (i) medical data, (ii) decision support, (iii) software engineering for AI-based health systems, (iv) regulatory affairs as well as (v) privacy-preserving machine learning and highlights the importance and challenges involved when utilizing AI in healthcare systems.
KW - artificial intelligence
KW - healthcare
KW - medical systems
UR - http://www.scopus.com/inward/record.url?scp=85208652355&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-73741-1_11
DO - 10.1007/978-3-031-73741-1_11
M3 - Conference contribution
AN - SCOPUS:85208652355
SN - 9783031737404
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 165
EP - 186
BT - Bridging the Gap Between AI and Reality - 1st International Conference, AISoLA 2023, Selected Papers
A2 - Steffen, Bernhard
PB - Springer Science and Business Media Deutschland GmbH
T2 - 1st International Symposium on Leveraging Applications of Formal Methods, AISoLA 2023
Y2 - 23 October 2023 through 28 October 2023
ER -