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个人简介
I am an professor at the Biomedical Informatics Research Group (BMI) at the Section of Machine learning at the Department of informatics (IFI), University of Oslo (UiO). My current research is focused on development of machine learning methodology to learn sequence patterns in immune cells indicative of disease. In particular, I focus on the ability of machine learning models to generalize, on how mechanistic/causal relations underlying a domain can be handled and exploited for machine learning, on development of software platforms for domain-adapted machine learning and on the development of methodology for Multiple-instance learning. I previously worked on statistical genome analysis and motif discovery in DNA. I also have a strong interest for teaching and supervision.
研究兴趣
论文共 130 篇作者统计合作学者相似作者
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Anette Johansen,Geir Kjetil F. Sandve, Jostein Holen Ibsen,Knut E.A. Lundin, Ludvig M. Sollid,Jorunn Stamnaes
Gastroenterology (2024)
Milena Pavlović, Ghadi S. Al Hajj,Chakravarthi Kanduri,Johan Pensar,Mollie E. Wood, Ludvig M. Sollid,Victor Greiff,Geir K. Sandve
Nature Machine Intelligenceno. 1 (2024): 15-24
bioRxiv (Cold Spring Harbor Laboratory) (2023)
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Saeed Shakibfar,Fredrik Nyberg,Huiqi Li, Jing Zhao, Hedvig Marie Egeland Nordeng,Geir Kjetil Ferkingstad Sandve,Milena Pavlovic,Mohammadhossein Hajiebrahimi,Morten Andersen,Maurizio Sessa
Frontiers in public health (2023): 1183725
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Zenodo (CERN European Organization for Nuclear Research) (2023)
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Zenodo (CERN European Organization for Nuclear Research) (2023)
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Sumana Kalyanasundaram,Yohan Lefol,Sveinung Gundersen,Torbjørn Rognes,Lene Alsøe,Hilde Loge Nilsen,Eivind Hovig,Geir Kjetil Sandve,Diana Domanska
PloS oneno. 7 (2023): e0286330-e0286330
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