English version
Ansatteoversikt
Michael Alexander Riegler

Michael Alexander Riegler

Stillingstittel
  • professor
Besøksadresse
  • Pilestredet 52, 0167 Oslo
Telefon
  • Mobil: +47 401 06 386
  • Kontor: +47 672 36 943
E-post
  • michael.riegler@oslomet.no
Tilhørighet

Fagfelt

Kunstig intelligens   Maskinlæring

Forskningsgrupper

Forskningsprosjekter

Avsluttede forskningsprosjekter

Publikasjoner og forskningsresultater

Vitenskapelige publikasjoner

Borgli, Hanna; Riegler, Michael ; Stensland, Håkon Kvale; Halvorsen, Pål (2026). Map2VidSeg Revisited: A controlled-upgrade study of classifier-derived prompts for medical video segmentation. Artificial Intelligence in Medicine. Vol. 183.
https://doi.org/10.1016/j.artmed.2026.103558

Presacan, Oriana; Nik, Alireza Hossein Zadeh; Ojha, Jaya; Thambawita, Vajira L B; Ionescu, Bogdan; Riegler, Michael Alexander (2026). When silence is safer: a review and decision-theoretic framework for LLM abstention in healthcare. npj Digital Medicine. Vol. 9.
https://doi.org/10.1038/s41746-026-02882-1

Vo, Tuan L.; Nguyen, Thu; Ramos, Luis Miguel Lopez; Hammer, Hugo Lewi ; Riegler, Michael Alexander ; Halvorsen, Pål (2026). Explainability of machine learning models under missing data. Applied Soft Computing. Vol. 196.
https://doi.org/10.1016/j.asoc.2026.115105

Mørch-Pedersen, Marie; Nørregaard, Malene; Graff, Claus; Vad, Oliver B.; Lundegaard, Pia R.; Svendsen, Jesper Hastrup; Hansen, Torben; Linneberg, Allan; Jørgensen, Peter G.; Jensen, Magnus T.; Rossing, Peter; Ellervik, Christina; Linz, Dominik; Thambawita, Vajira L B; Maleckar, Mary Margot Catherine; Riegler, Michael Alexander ; Kanters, Jørgen K.; Isaksen, Jonas L. (2026). Pooling cohorts for deep learning analysis: a potential source of bias for electrocardiogram analysis. Biomedical Signal Processing and Control. Vol. 122.
https://doi.org/10.1016/j.bspc.2026.110424

Torpmann-Hagen, Birk; Halvorsen, Pål ; Riegler, Michael ; Johansen, Dag (2026). Probabilistic Runtime Verification, Evaluation, and Risk Assessment of Visual Deep Learning Systems. ACM Transactions on Intelligent Systems and Technology (TIST). Vol. 17.
https://doi.org/10.1145/3795523

Stummer, Florian O.; Tsai, Timothy; Wikberg, Carl; Nymberg, Veronica Milos; Radlgruber, Ilja; Müller, Angelina; Riegler, Michael Alexander ; Petrazzuoli, Ferdinando; Vinker, Shlomo; Frese, Thomas (2026). Misaligned by design: evaluating and deploying generative AI for the real-world conditions of primary care: a Nordic and European perspective. Scandinavian Journal of Primary Health Care. Vol. 44.
https://doi.org/10.1080/02813432.2026.2735209

Kakulavarapu, Radhika; Delbarre, Erwan ; Sharma, Akriti; Jahanlu, David ; Riegler, Michael Alexander ; Haugen, Trine B. ; Iliceto, Mario; Stensen, Mette Haug (2026). Investigating discrepancies in accuracy, agreement and interpretability for single-frame embryo classification tasks conducted by embryologists and deep learning models. Frontiers in Reproductive Health. Vol. 8.
https://doi.org/10.3389/frph.2026.1778326

Boeker, Matthias; Alexandersen, Andreas; Thambawita, Vajira; Midoglu, Cise; Johansen, Dag; Riegler, Michael ; Halvorsen, Pål (2026). REST, Exploring Sleep Patterns and Influencing Factors in Elite Female Football Athletes. Scientific Data. Vol. 13.
https://doi.org/10.1038/s41597-025-06331-8

Mondal, Ayan; Chatterjee, Ayan; Riegler, Michael (2026). Gastrointestinal image classification with GIDNet CNN model and non-linear Tansh activation function. Computers in Biology and Medicine. Vol. 204.
https://doi.org/10.1016/j.compbiomed.2026.111500

P., Le, Lien; Xuan-Hien, Nguyen, Thi; Nguyen, Thu; Riegler, Michael ; Halvorsen, Pål ; T., Nguyen, Binh (2026). Data Imputation for Noisy Time-Series Data in Healthcare. Nguyen, Ngoc Thanh; Anh, Vu Dinh Duc; Kozierkiewic, Adrianna; Van, Sinh Nguyen; Núñez, Manuel; Treur, Jan (Red.). Computational Collective Intelligence: 17th International Conference, ICCCI 2025, Ho Chi Minh City, Vietnam, November 12–15, 2025, Proceedings, Part II | SpringerLink. Springer.
https://doi.org/10.1007/978-3-032-09321-9_15



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Forskningsrapporter

Hammer, Hugo Lewi ; Riegler, Michael Alexander ; Delbarre, Erwan ; Stensen, Mette Haug; Sharma, Akriti (2025). Application of Artificial Intelligence in Assisted Reproductive Technology. ISBN: 9788283646696. 243 s. OsloMet - storbyuniversitetet.
https://hdl.handle.net/11250/4963767

Thambawita, Vajira; Jha, Debesh; Riegler, Michael ; Halvorsen, Pål ; Hammer, Hugo Lewi ; Johansen, Håvard D.; Johansen, Dag (2018). The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning. 3 s. MediaEval 2018, arXiv:1810.13278, Cornell University.
https://hdl.handle.net/11250/4965311

Nguyen, Duc Tien Dang; Riegler, Michael (2018). GameStory Task at MediaEval 2018. 3 s. CEUR Workshop Proceedings.
https://hdl.handle.net/11250/3366725

Riegler, Michael (2017). EIR - A Medical Multimedia System for Efficient Computer Aided Diagnosis. University of Oslo (UiO).
https://hdl.handle.net/11250/5521343



Publikasjonslisten er hentet ut av Nasjonalt vitenarkiv (NVA). Listen kan være ufullstendig.

Formidling

Bremer, Joanna; Narud, Birgitte; Maj, Michal; Riegler, Michael ; Hansen, Terkel; Harbak, Møyfrid Therese Myhre; Klinkenberg, Geir; Heggelund, Kristian; hoff, Solvei Cottis; Søberg, Morten; Lie, Olav; Kommisrud, Elisabeth (2026). Towards semen collection at younger age: non-invasive monitoring of puberty onset in young beef bulls at performance testing stations. XVth International Symposium on Spermatology. University of Birmingham.
https://hdl.handle.net/11250/5569595

Surowiec, Thomas; Riegler, Michael ; Kirkeby, Adrian (2026). Vi trenger ikke høyere temperatur i KI-debatten.
https://doi.org/https://www.morgenbladet.no/ideer/

Riegler, Michael ; Lysne, Olav ; Pettersen, Klas (2026). Et digitalt suverent Norden er mulig.
https://hdl.handle.net/11250/5522943

Riegler, Michael ; Lysne, Olav (2026). Pentagons nye nervesystem gir utfordringer for Europa.
https://hdl.handle.net/11250/5522923

Riegler, Michael ; Lysne, Olav (2025). Vi så ikke maktkonsentrasjonen i 1999. Ser vi den nå?.
https://hdl.handle.net/11250/5522869

Hammer, Hugo Lewi ; Thambawita, Vajira; Riegler, Michael (2025). Reply: Foundation models in IVF: from speculation to implementation with FEMI.
https://doi.org/10.1093/humrep/deaf227

Halnes, Geir; Javaid, Anam; Solvang, Michael; Nichele, Stefano; Riegler, Michael ; Singstad, Bjørn-Jostein; Beferull-Lozano, Baltasar; Moreno, Emilio Ruiz; Lopez-Ramos, Luis M.; Khalife, Mehrzad Abdi; Ramstad, Ola Huse; Issa, Hamze; Surko, Arina; Sandvig, Axel; Ogul, Hasan; Fantin, Daniele; Sandvig, Ioanna; Vibe, Christopher; Visoka, Kushtrim; HoushmandSarkhoosh, Mehdi; Leyos, Aaron de; Umu, Sinan Ugur; Johannsen, Klaus; Indrehus, Kjetil; McMillan, Malcom; Kropiunig, Julia; Marinelli, Ryan Anthony; Machot, Fadi Al; Tai, Xue-Cheng; Gasparini, Andrea Alessandro; Parkes, David; Sari, Semra Oztemel; Fonnes, Gro; Midoglu, Cise; Tkachenko, Anton; Bashir, Maria; Lyng, Kari-Anne Kallerud; Demrozi, Florenc; Briggs, Kate; You, Junyong; Riemer-Sørensen, Signe; Adolphi, Benjamin Daniel; Horsch, Martin Thomas; Subramaniam, Arangan; Hallac, Ibrahim Riza; Plataniti, Lina; Liu, Hao; Lepperød, Mikkel Elle; Choi, Changkyu; Castberg, Preben; Qassi, Abdelaziz; Chan, Raymond H.; Stein, Anja; Preisig, Heinz Adolf; Stasik, Alexander Johannes; Sabet, Saeed Shafiee; Handegard, Nils Olav; Jenssen, Robert; Sæbø, Solve; Rubach, Synnøve; Netto, Waldir Leoncio; Pandey, Pankaj; Wuite, Jan; Shakeri, Arezo; Singh, Shailendra; Ramezani-Kebrya, Ali; Halvorsen, Pål ; Leslie, David S.; Iervasi, Matteo; Stokke, Mathis Korseberg; Kupka, Tomas; Li, Lingfeng; Fredriksen, Helge; Mirbagheri, Shakiba Sadat; Ramezanikebrya, Ali; Hay, Jacob Alexander; Djupskås, Aslak; FNorwayarmanbar, Mina; Sartori, Claudio; Reimers, Felix Simon; Nagler, Thomas; Leeson, Amber (2025). Proceedings of NORA’s annual conference 2025. Nordic Machine Intelligence (NMI). Vol. 5.
https://doi.org/10.5617/nmi.12551

Lysne, Olav ; Riegler, Michael ; Cicic, Tarik; Bryhni, Haakon (2025). Microsoft-blokaden bør vekke Norge.
https://hdl.handle.net/11250/5522866

Riegler, Michael ; Lysne, Olav ; Røstad, Lillian (2025). KI blir krigføring. I Trumps æra gir det Norge et sikkerhetsproblem.
https://hdl.handle.net/11250/5522867

Lysne, Olav ; Riegler, Michael ; Jensen, Jostein; Berrefjord, Vivi; Espen, Pål (2025). Hvem kontrollerer teknologien som kontrollerer våre liv - Paneldebatt.
https://hdl.handle.net/11250/5522854



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