Michael Alexander Riegler

Vitenskapelige publikasjoner

Duric, Adrian; Tørresen, Jim; Riegler, Michael ; Hammer, Hugo Lewi (2025). Explanation Supported Learning: Improving Prediction Performance with Explainable Artificial Intelligence. IEEE International Symposium on Computer-Based Medical Systems.
https://doi.org/10.1109/CBMS65348.2025.00125

Chen, Shuwen; Fan, Shicheng; Qiao, Zheng; Wu, Zixiong; Lin, BaoBao; Li, Zhijie; Riegler, Michael Alexander ; Wong, Matthew Yu Heng; Opheim, Arve Isak; Korostynska, Olga ; Nielsen, Kaare Magne ; Glott, Thomas; Martinsen, Anne Catrine Trægde ; Telle-Hansen, Vibeke ; Lim, Chwee Tech (2025). Transforming Healthcare: Intelligent Wearable Sensors Empowered by Smart Materials and Artificial Intelligence. Advanced Materials.
https://doi.org/10.1002/adma.202500412

Brubacher, Sonja P; Powell, Martine; Johnson, Miriam Sinkerud ; Cano, Cayetana López; Hassan, Syed Zohaib; Riegler, Michael; Riegler, Michael Alexander ; Halvorsen, Pål ; Baugerud, Gunn Astrid (2025). Experts' Views on Artifical Intelligence-Based Child Chatbots to Train Investigative Interviewing Skills. Applied Cognitive Psychology. Vol. 39.
https://doi.org/10.1002/acp.70048

Papachrysos, Nikolaos; Smedsrud, Pia Helen; Ånonsen, Kim Vidar; Berstad, Tor Jan; Espeland, Håvard; Petlund, Andreas; Hedenström, Per; Halvorsen, Pål ; Varkey, Jonas; Hammer, Hugo Lewi ; Riegler, Michael Alexander ; Lange, Thomas de (2025). A comparative study benchmarking colon polyp with computer-aided detection (CADe) software. DEN Open. Vol. 5.
https://doi.org/10.1002/deo2.70061

Chatterjee, Ayan; Riegler, Michael ; Halvorsen, Pål (2025). Designing an ethical and explainable automatic coaching (eCoach) system for community based, persuasive recommendations. Multimedia Tools and Applications.
https://doi.org/10.1007/s11042-025-21116-2

Salehi, Pegah; Sheshkal, Sajad Amouei; Thambawita, Vajira L B; Gautam, Sushant; Sabet, Saeed Shafiee; Johansen, Dag; Riegler, Michael Alexander ; Halvorsen, Pål (2025). Comparative Analysis of Audio Feature Extraction for Real-Time Talking Portrait Synthesis. Big Data and Cognitive Computing. Vol. 9.
https://doi.org/10.3390/bdcc9030059

Presacan, Oriana; Dorobanţiu, Alexandru; Thambawita, Vajira L B; Riegler, Michael Alexander ; Stensen, Mette Haug; Iliceto, Mario; Aldea, Alexandru; Sharma, Akriti (2025). Merging synthetic and real embryo data for advanced AI predictions. Scientific Reports. Vol. 15.
https://doi.org/10.1038/s41598-025-94680-0

Torpmann-Hagen, Birk Sebastian Frostelid; Riegler, Michael Alexander ; Halvorsen, Pål ; Johansen, Dag (2025). Runtime Verification for Visual Deep Learning Systems With Loss Prediction. IEEE Access. Vol. 13.
https://doi.org/10.1109/ACCESS.2025.3552157

Chatterjee, Ayan; Riegler, Michael Alexander ; Ganesh, K.; Halvorsen, Pål (2025). Stress management with HRV following AI, semantic ontology, genetic algorithm and tree explainer. Scientific Reports. Vol. 15.
https://doi.org/10.1038/s41598-025-87510-w

Presacan, Oriana; Dorobanţiu, Alexandru; Isaksen, Jonas L.; Willi, Tobias; Graff, Claus; Riegler, Michael Alexander ; Sridhar, Arun R.; Kanters, Jørgen K.; Thambawita, Vajira L B (2025). Evaluating the feasibility of 12-lead electrocardiogram reconstruction from limited leads using deep learning. Communications Medicine. Vol. 5.
https://doi.org/10.1038/s43856-025-00814-w

Forskningsrapporter

Hammer, Hugo Lewi ; Riegler, Michael Alexander ; Delbarre, Erwan ; Stensen, Mette Haug; Sharma, Akriti (2025). Application of Artificial Intelligence in Assisted Reproductive Technology. OsloMet - storbyuniversitetet.

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.

Nguyen, Duc Tien Dang; Riegler, Michael (2018). GameStory Task at MediaEval 2018. 3 s. CEUR Workshop Proceedings.

Formidling

Chatterjee, Ayan; Riegler, Michael ; Johnson, Miriam S. ; Das, Jishnu; Pahari, Nibedita; Ramachandra, Raghavendra; Ghosh, Bikramaditya; Saha, Arpan; Bajpai, Ram (2025). Erratum: Author Correction: Exploring online public survey lifestyle datasets with statistical analysis, machine learning and semantic ontology (Scientific reports (2024) 14 1 DOI: 10.1038/s41598-024-74539-6.). Scientific Reports. Vol. 15.
https://doi.org/10.1038/s41598-025-86904-0

Papachrysos, Nikolaos; Smedsrud, Pia Helen; Ånonsen, Kim Vidar; Berstad, Tor Jan; Espeland, Håvard; Petlund, Andreas; Hedenström, Per; Halvorsen, Pål ; Varkey, Jonas; Hammer, Hugo Lewi ; Riegler, Michael ; Lange, Thomas de (2024). A comparative study benchmarking colon polyp detection with CADe software. Endoscopy. Vol. S02.
https://doi.org/10.1055/s-0044-1782889

Nassehi, Damoun; Riegler, Michael (2024). Kritisk veiskille for integrering av kunstig intelligens. Vol. 144.
https://doi.org/10.4045/tidsskr.24.0445

Mikkola, Marja; Desmet, Karolien; Kommisrud, Elisabeth; Riegler, Michael (2024). Recent advancements and trends in Assisted Reproductive Technologies (ART) to increase success of artificial insemination and embryo transfer programs – the European perspective. 2024 SBTE Annual meeting. Bracilian Society of Embryo Technology.

Riegler, Michael (2023). KI og kunstig befruktning.

Fineide, Fredrik; Storås, Andrea; Magnø, Morten Schjerven; Hammer, Hugo Lewi ; Chen, Xiangjun; Khan, Ayyad Ahmad Zartasht; Halvorsen, Pål ; Utheim, Tor Paaske ; Riegler, Michael Alexander (2023). Predicting the degree of meibomian gland dropout with artificial intelligence. Investigative Ophthalmology and Visual Science.

Thambawita, Vajira L B; Hicks, Steven; Storås, Andrea; Andersen, Jorunn Marie ; Witczak, Oliwia ; Haugen, Trine B. ; Hammer, Hugo Lewi ; Nguyen, Thu; Halvorsen, Pål ; Riegler, Michael Alexander (2023). Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa. CEUR Workshop Proceedings.
https://2022.multimediaeval.com/paper5501.pdf

Thambawita, Vajira; Hicks, Steven A.; Storås, Andrea; Andersen, Jorunn Marie ; Witczak, Oliwia ; Nguyen, Thu; Haugen, Trine B. ; Hammer, Hugo Lewi ; Riegler, Michael ; Halvorsen, Pål (2023). Medico multimedia task at MedialEval: transparent tracking of spermatozoa. 22nd European Testis Workshop. European Testis Workshops/EMBO.

Storås, Andrea; Fineide, Fredrik; Hammer, Hugo Lewi ; Khan, Ayyad Ahmad Zartasht; Magnø, Morten Schjerven; Chen, Xiangjun; Halvorsen, Pål ; Utheim, Tor Paaske ; Riegler, Michael Alexander (2023). Using explainable artificial intelligence (XAI) to explore factors affecting meibomian gland (MG) dropout. Investigative Ophthalmology and Visual Science.

Habault, Guillaume; Dao, Minh-Son; Riegler, Michael ; Nguyen, Duc Tien Dang; Nakashima, Yuta; Gurrin, Cathal (2023). ICDAR’23: Intelligent Cross-Data Analysis and Retrieval. Habault, Guillaume; Dao, Minh-Son; Riegler, Michael; Nguyen, Duc Tien Dang; Nakashima, Yuta; Gurrin, Cathal (Red.). ICDAR’23: Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval. s. 674-675. Association for Computing Machinery (ACM).
https://doi.org/10.1145/3591106.3592302