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Journal Articles
- 2026
[j3]Matteo Bulloni
, Miriana Torquati, Roni Ahola, Alice Bonesi, Marion Taconné, Antti Vehkaoja, Felix Tirschmann, Antti Kallonen, Pedro A. Moreno-Sánchez, Leo-Pekka Lyytikäinen, Jussi A. Hernesniemi, Erica Rurali, Valentina D. A. Corino, Kirsten Brukamp, Giancarlo Marenzi, Linda Pattini, José Pablo Werba, Claudio Tondo, Mark J. van Gils, Luca T. Mainardi:
Prediction of in-hospital atrial fibrillation after acute myocardial infarction: a cross-cohort study in Italian and Finnish patients. Int. J. Medical Informatics 220: 106595 (2026)- [j2]Pedro A. Moreno-Sánchez, Javier Del Ser, Mark J. van Gils, Jussi A. Hernesniemi:
A design framework for operationalizing trustworthy artificial intelligence in healthcare: Requirements, tradeoffs and challenges for its clinical adoption. Inf. Fusion 127: 103812 (2026) - [j1]Jussi A. Hernesniemi, Teemu Pukkila, Jani Rankinen, Antti Kallonen, Mikko Uimonen, Leo-Pekka Lyytikäinen, Kjell Nikus, Esa Räsänen, Juho Tynkkynen:
Performance of the 12-lead ECG in predicting short- and long-term risk of sudden cardiac death. npj Digit. Medicine 9(1) (2026)
Conference and Workshop Papers
- 2023
- [c1]Teemu Pukkila, Matti Molkkari, Matias Kanniainen, Jussi A. Hernesniemi, Kjell Nikus, Leo-Pekka Lyytikäinen, Terho Lehtimäki, Jari Viik, Mika Kähönen, Esa Räsänen:
Effects of Beta Blocker Therapy on RR Interval Correlations During Exercise. CinC 2023: 1-4
Informal and Other Publications
- 2025
- [i3]Pedro A. Moreno-Sánchez, Javier Del Ser, Mark J. van Gils, Jussi A. Hernesniemi:
A Design Framework for operationalizing Trustworthy Artificial Intelligence in Healthcare: Requirements, Tradeoffs and Challenges for its Clinical Adoption. CoRR abs/2504.19179 (2025) - [i2]Yuxuan Shu, Peter H. Charlton, Fahim Kawsar, Jussi A. Hernesniemi, Mohammad Malekzadeh:
CLEF: Clinically-Guided Contrastive Learning for Electrocardiogram Foundation Models. CoRR abs/2512.02180 (2025) - 2019
- [i1]Kari Antila, Niku Oksala, Jussi A. Hernesniemi:
High Quality Phenotypic Data and Machine Learning Beat a Generic Risk Score in the Prediction of Mortality in Acute Coronary Syndrome. ERCIM News 2019(118) (2019)
Coauthor Index
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