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2024
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| 1. | Bach, Kerstin. A brief introduction to AI & the selfBACK case study. REHAB-24; 2024-01-22 - 2024-01-24 NTNU |
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| 2. | Bach, Kerstin. Basics of AI & an Example of Using AI for the Health Sector. Norwegian Association for Clinical Neurophysiology - spring meeting; 2024-03-07 - 2024-03-08 NTNU |
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| 3. | Bach, Kerstin. Current and Future Use of Artificial Intelligence in Health. ELIB Nettverksmøte; 2024-03-14 - 2024-03-14 NTNU |
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| 4. | Bach, Kerstin. Developing AI-driven Healthcare Interventions: The selfBACK project. Nasjonalt samarbeidsforum for test i helse-IKT (NASTHI); 2024-01-22 - 2024-01-24 NTNU |
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| 5. | Bach, Kerstin. Developing Trustworthy AI Applications: An Overview of the Recent Developments within NorwAI. Trustworthy AI Seminar; 2024-01-30 - 2024-01-30 NTNU |
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| 6. | Bach, Kerstin. Hemit Fredagsseminar: Hva er AI og hvordan kan vi bruke det?. Hemit HF fredagsseminar; 2024-02-16 - 2024-02-16 NTNU |
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| 7. | Flogard, Eirik Lund. Improving Labour Inspection Efficiency via Machine Learning. NTNU: NTNU 2024 (ISBN 978-82-326-7854-9) 151 p. NTNU |
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| 8. | Logacjov, Aleksej; Bach, Kerstin. Self-supervised learning with randomized cross-sensor masked reconstruction for human activity recognition. Engineering Applications of Artificial Intelligence 2024 ;Volume 128. NTNU |
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| 9. | Logacjov, Aleksej; Herland, Sverre; Ustad, Astrid; Bach, Kerstin. SelfPAB: large-scale pre-training on accelerometer data for human activity recognition. Applied intelligence (Boston) 2024 p. - NTNU |
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| 10. | Murad, Abdulmajid; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin. Uncertainty-aware autonomous sensing with deep reinforcement learning. Future Generation Computer Systems 2024 ;Volume 156. p. 242-253 NTNU |
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2023
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| 11. | Asad, Hafiz Areeb; Kraemer, Frank Alexander; Bach, Kerstin; Renner, Christian. Poster Abstract: Towards Autonomous Utility-Aware Energy Management for Energy Harvesting Devices. I: SenSys '23: Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems. Association for Computing Machinery (ACM) 2023 ISBN 978-1-4503-9886-2. p. - NTNU |
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| 12. | Bach, Kerstin. Developing AI-driven Healthcare Interventions. INB Fagdag; 2023-12-14 - 2023-12-14 NTNU |
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| 13. | Bach, Kerstin. Expertise in Action: Developing AI-Driven Solutions with Interdisciplinary Collaboration. Guest Lectures at US Naval Academy; 2023-02-07 - 2023-02-07 NTNU |
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| 14. | Bach, Kerstin. ICCBR Doctoral Consortium 2023 Preface. I: ICCBR 2023 Workshop Proceedings. : Jeusfeld c/o Redaktion Sun SITE, Informatik V, RWTH Aachen 2023 p. 219-221 NTNU |
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| 15. | Bach, Kerstin. Introduction to NorwAI. Discovery Park Innovation Summit; 2023-06-22 - 2023-06-22 NTNU |
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| 16. | Bach, Kerstin. NorwAI 2023 Research Update. NorwAIInnovate 2023; 2023-10-31 - 2024-01-01 NTNU |
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| 17. | Bach, Kerstin. Trondheim Tech Port Innovation Breakfast: The Role of AI in Future Healthcare Services. Trondheim Tech Port Innovation Breakfast; 2023-06-02 - 2023-06-02 NTNU |
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| 18. | Bach, Kerstin; Logacjov, Aleksej. Developing machine learning models to classify sleep-wake time. The Nordic Seminar on Technical Measurements of Physical Activity and Sedentary Behaviour; 2023-10-04 - 2023-10-06 NTNU |
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| 19. | Bach, Kerstin; Tessem, Bjørnar. Nordic Seminar on eXplainable AI (XAI). 2-day Workshop on eXplainable AI (XAI); 2023-03-29 - 2023-03-30 UiB NTNU |
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| 20. | Bayrak, Betül; Bach, Kerstin. A Twin XCBR System Using Supportive and Contrastive Explanations. I: ICCBR 2023 Workshop Proceedings. : Jeusfeld c/o Redaktion Sun SITE, Informatik V, RWTH Aachen 2023 p. 146-157 NTNU |
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| 21. | Bayrak, Betül; Bach, Kerstin. PertCF: A Perturbation-Based Counterfactual Generation Approach. I: Artificial Intelligence XL: 43rd SGAI International Conference on Artificial Intelligence, AI 2023. Springer 2023 ISBN 978-3-031-47993-9. p. 174-187 NTNU |
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| 22. | Bayrak, Betül; Bach, Kerstin. When to Explain? Model Agnostic Explanation Using a Case-based Approach and Counterfactuals. I: Proceedings of the 34th Norwegian ICT conference for research and education – NIKT 2022. OpenProceedings 2023 ISBN 978-3-16-148410-0. p. - NTNU |
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| 23. | Flogard, Eirik Lund; Mengshoel, Ole Jakob; Theisen, Ole Magnus; Bach, Kerstin. Creating Explainable Dynamic Checklists via Machine Learning to Ensure Decent Working Environment for All: A Field Study with Labour Inspections. I: 26th European Conference on Artificial Intelligence (ECAI). IOS Press 2023 ISBN 978-1-64368-437-6. p. 3218-3225 NTNU |
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| 24. | Granviken, Fredrik; Meisingset, Ingebrigt; Bach, Kerstin; Bones, Anita Formo; Simpson, Melanie Rae; Hill, Jonathan C.; Van der Windt, Danielle A.; Vasseljen, Ottar. Optimising the management of musculoskeletal pain disorders in primary physiotherapy care: a cluster randomised controlled trial (The SupportPrim Project). 13th Congress of the European Pain Federation EFIC - Pain in Europe XIII (EFIC 2023); 2023-09-20 - 2023-09-22 OSLOMET STO NTNU |
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| 25. | Granviken, Fredrik; Meisingset, Ingebrigt; Bach, Kerstin; Bones, Anita Formo; Simpson, Melanie Rae; Hill, Jonathan C.; van der Windt, Danielle A.; Vasseljen, Ottar. Optimising the management of musculoskeletal pain disorders in primary physiotherapy care: a cluster randomised controlled trial (The SupportPrim Project). The 18th International Forum for Back and Neck Pain Research in Primary Care; 2023-08-30 - 2023-09-01 STO NTNU OSLOMET |
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| 26. | Granviken, Fredrik; Meisingset, Ingebrigt; Vasseljen, Ottar; Bach, Kerstin; Bones, Anita Formo; Klevanger, Nina Elisabeth. Acceptance and use of a clinical decision support system in musculoskeletal pain disorders – the SupportPrim project. BMC Medical Informatics and Decision Making 2023 ;Volume 23.(1) STO NTNU |
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| 27. | Granviken, Fredrik; Meisingset, Ingebrigt; Vasseljen, Ottar; Bach, Kerstin; Bones, Anita Formo; Klevanger, Nina Elisabeth. Acceptance and use of a clinical decision support system in musculoskeletal pain disorders- The SupportPrim Project. The 18th International Forum for Back and Neck Pain Research in Primary Care; 2023-08-30 - 2023-09-01 STO NTNU OSLOMET |
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| 28. | Granviken, Fredrik; Vasseljen, Ottar; Bach, Kerstin; Jaiswal, Amar Deep; Meisingset, Ingebrigt. Case-Based Reasoning: Application of an artifical intelligence system in the management of common musculoskeletal pain complaints. The 18th International Forum for Back and Neck Pain Research in Primary Care; 2023-08-30 - 2023-09-01 STO NTNU OSLOMET |
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| 29. | Gulla, Jon Atle; Bach, Kerstin. Student information about NorwAI. BRAIN Lunch seminar; 2023-03-24 - 2023-03-24 NTNU |
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| 30. | Herland, Sverre; Bach, Kerstin. Vessel-to-Vessel Motion Compensation with Reinforcement Learning. I: Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence. AAAI Press 2023 ISBN 978-1-57735-880-0. p. 15682-15688 NTNU |
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| 31. | Kongsvold, Atle Austnes; Flaaten, Mats; Logacjov, Aleksej; Skarpsno, Eivind Schjelderup; Bach, Kerstin; Nilsen, Tom Ivar Lund; Mork, Paul Jarle. Can the bias of self-reported sitting time be corrected? A statistical model validation study based on data from 23 993 adults in the Norwegian HUNT study. International Journal of Behavioral Nutrition and Physical Activity 2023 ;Volume 20.(1) p. - NTNU STO |
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| 32. | Kongsvold, Atle Austnes; Flaaten, Mats; Logacjov, Aleksej; Skarpsno, Eivind Schjelderup; Bach, Kerstin; Nilsen, Tom Ivar Lund; Mork, Paul Jarle. Correction: Can the bias of self-reported sitting time be corrected? A statistical model validation study based on data from 23 993 adults in the Norwegian HUNT study (International Journal of Behavioral Nutrition and Physical Activity, (2023), 20, 1, (139), 10.1186/s12966-023-01541-y). International Journal of Behavioral Nutrition and Physical Activity 2023 ;Volume 20.(1) p. - NTNU STO |
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| 33. | Krämer, Frank Alexander; Asad, Hafiz Areeb; Bach, Kerstin; Renner, Christian. Online Machine Learning for 1-Day-Ahead Prediction of Indoor Photovoltaic Energy. IEEE Access 2023 ;Volume 11. p. 38417-38425 NTNU |
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| 34. | Lervik, Lars Christian Naterstad; Vasseljen, Ottar; Austad, Bjarne; Bach, Kerstin; Bones, Anita Formo; Granviken, Fredrik; Hill, Jonathan C.; Jørgensen, Pål; Øien, Torbjørn; Marin Veites, Paola; Van der Windt, Danielle A.; Meisingset, Ingebrigt. SupportPrim-a computerized clinical decision support system for stratified care for patients with musculoskeletal pain complaints in general practice: study protocol for a randomized controlled trial. Trials 2023 ;Volume 24.(1) p. 267- NTNU |
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| 35. | Logacjov, Aleksej; Herland, Sverre; Ustad, Astrid; Bach, Kerstin. Large-Scale Pre-Training for Dual-Accelerometer Human Activity Recognition. NIKT: Norsk IKT-konferanse for forskning og utdanning 2023 ;Volume 1. p. 1-14 NTNU |
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| 36. | Marcuzzi, Anna; Nordstoga, Anne Lovise; Bach, Kerstin; Aasdahl, Lene; Nilsen, Tom Ivar Lund; Bardal, Ellen Marie; Boldermo, Nora; Bertheussen, Gro Falkener; Marchand, Gunn Hege; Gismervik, Sigmund Østgård; Mork, Paul Jarle. Effect of an Artificial Intelligence-Based Self-Management App on Musculoskeletal Health in Patients With Neck and/or Low Back Pain Referred to Specialist Care: A Randomized Clinical Trial. JAMA Network Open 2023 ;Volume 6.(6) p. e2320400- NTNU STO UNICARE |
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| 37. | Meisingset, Ingebrigt; Granviken, Fredrik; Bach, Kerstin; Bones, Anita Formo; Klevanger, Nina Elisabeth; Simpson, Melanie Rae; Hill, Jonathan C.; van der Windt, Danielle; Vasseljen, Ottar. Advancing from stratified to personalized AI-based management of MSK patients in Norwegian primary care. EFIC; 2023-09-20 - 2023-09-22 NTNU |
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| 38. | Måløy, Håkon. Learning neural representations for the processing of temporal data in deep neural networks. : NTNU Grafisk Senter 2023 241 p. NTNU OCEAN |
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| 39. | Santos Veiga, Tiago; Asad, Hafiz Areeb; Kraemer, Frank Alexander; Bach, Kerstin. Container-Based IoT Architectures: Use Case for Visual Person Counting. I: Proceedings of the 5th Symposium of the Norwegian AI Society (NAIS 2023). : NAIS Norwegian Artificial Intelligence Society 2023 ISBN 0000000000. p. - NTNU |
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| 40. | Ustad, Astrid; Logacjov, Aleksej; Trollebø, Stine Øverengen; Thingstad, Anne Pernille Mæhle; Vereijken, Beatrix; Bach, Kerstin; Skjæret-Maroni, Nina. Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+ Model. Sensors 2023 ;Volume 23.(5) p. - NTNU |
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| 41. | Veiga, Tiago; Asad, Hafiz Areeb; Kraemer, Frank Alexander; Bach, Kerstin. Container-Based IoT Architectures: Use Case for Visual Person Counting. 5th Symposium of the Norwegian AI Society; 2023-06-14 - 2023-06-15 NTNU |
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| 42. | Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. External validation of prediction models for patient-reported outcome measurements collected using the selfBACK mobile app. International Journal of Medical Informatics 2023 ;Volume 170. NTNU |
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2022
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| 43. | Asad, Hafiz Areeb; Kraemer, Frank Alexander; Bach, Kerstin; Renner, Christian; Veiga, Tiago Santos. Learning attention models for resource-constrained, self-adaptive visual sensing applications. I: RACS '22: Proceedings of the Conference on Research in Adaptive and Convergent Systems. Association for Computing Machinery (ACM) 2022 ISBN 978-1-4503-9398-0. p. 165-171 NTNU |
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| 44. | Bach, Kerstin. AI in Healthcare: An Interdisciplinary Journey by Kerstin Bach. AI Agora Seminar Series; 2022-11-23 - 2022-11-23 NTNU |
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| 45. | Bach, Kerstin. Innovasjonsfrokost: Framtidens helseteknologi by Trondheim Tech Port. Trondheim, Norway [Internet] 2022-03-10 NTNU |
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| 46. | Bach, Kerstin. NorwAI: presentation of the research center. BRAIN Interactive Talks; 2022-04-06 - 2022-04-06 NTNU |
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| 47. | Bach, Kerstin. The new research center NorwAI in Trondheim - business-oriented research and innovation under the leadership of NTNU and Sintef. Regional digital forskningskonferanse i Helse Midt-Norge RHF 2022; 2022-02-09 - 2022-02-09 NTNU |
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| 48. | Bach, Kerstin. XAI in Healthcare. Experts in Teams; 2022-01-19 - 2022-01-19 NTNU |
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| 49. | Bach, Kerstin; Kapetanakis, Stelios. ICCBR DC'22: Doctoral Consortium at ICCBR-2022. CEUR Workshop Proceedings 2022 ;Volume 3418. p. 1-62 NTNU |
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| 50. | Bach, Kerstin; Kapetanakis, Stelios. ICCBR Doctoral Consortium 2022. CEUR Workshop Proceedings 2022 ;Volume 3418. p. 1-2 NTNU |
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