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Kerstin Bach
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Effectiveness of app-delivered, tailored self-management support for adults with lower Back pain–related disability: a selfBACK randomized clinical trial
LF Sandal, K Bach, CK Øverås, MJ Svendsen, T Dalager, JSD Jensen, ...
JAMA internal medicine 181 (10), 1288-1296, 2021
1112021
HARTH: a human activity recognition dataset for machine learning
A Logacjov, K Bach, A Kongsvold, HB Bårdstu, PJ Mork
Sensors 21 (23), 7853, 2021
842021
Developing case-based reasoning applications using myCBR 3
K Bach, KD Althoff
Case-Based Reasoning Research and Development: 20th International Conference …, 2012
712012
Case-Based Reasoning.
R Bergmann, KD Althoff, M Minor, M Reichle, K Bach
Künstliche Intell. 23 (1), 5-11, 2009
712009
A decision support system to enhance self-management of low back pain: protocol for the selfBACK project
PJ Mork, K Bach
JMIR research protocols 7 (7), e9379, 2018
702018
Learning similarity measures from data
BM Mathisen, A Aamodt, K Bach, H Langseth
Progress in Artificial Intelligence 9 (2), 129-143, 2020
632020
An app-delivered self-management program for people with low back pain: protocol for the selfBACK randomized controlled trial
LF Sandal, MJ Stochkendahl, MJ Svendsen, K Wood, CK Øverås, ...
JMIR Research Protocols 8 (12), e14720, 2019
542019
Autonomous management of energy-harvesting iot nodes using deep reinforcement learning
A Murad, FA Kraemer, K Bach, G Taylor
2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing …, 2019
482019
Case Representation and Similarity Assessment in the selfBACK Decision Support System
K Bach, T Szczepanski, A Aamodt, OE Gundersen, PJ Mork
Case-Based Reasoning Research and Development: 24th International Conference …, 2016
462016
Collaborative multi-expert-systems-realizing knowledge-lines with case factories and distributed learning systems
KD Althoff, K Bach, JO Deutsch, A Hanft, J Mänz, T Müller, R Newo, ...
KESE, 2007
462007
A case-based reasoning approach for providing machine diagnosis from service reports
K Bach, KD Althoff, R Newo, A Stahl
Case-Based Reasoning Research and Development: 19th International Conference …, 2011
422011
Knowledge acquisition for case-based reasoning systems
K Bach
372013
Comparison of a deep learning-based pose estimation system to marker-based and kinect systems in exergaming for balance training
EK Vonstad, X Su, B Vereijken, K Bach, JH Nilsen
Sensors 20 (23), 6940, 2020
362020
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 …
A Marcuzzi, AL Nordstoga, K Bach, L Aasdahl, TIL Nilsen, EM Bardal, ...
JAMA Network Open 6 (6), e2320400-e2320400, 2023
352023
Knowledge modelling with the open source tool myCBR
K Bach, C Sauer, KD Althoff, T Roth-Berghofer
CEUR Workshop Proceedings, 2014
352014
A machine learning classifier for detection of physical activity types and postures during free-living
K Bach, A Kongsvold, H Bårdstu, EM Bardal, HS Kjærnli, S Herland, ...
Journal for the Measurement of Physical Behaviour 5 (1), 24-31, 2021
332021
Validation of an activity type recognition model classifying daily physical behavior in older adults: the HAR70+ model
A Ustad, A Logacjov, SØ Trollebø, P Thingstad, B Vereijken, K Bach, ...
Sensors 23 (5), 2368, 2023
322023
Application of machine learning methods on patient reported outcome measurements for predicting outcomes: a literature review
D Verma, K Bach, PJ Mork
Informatics 8 (3), 56, 2021
322021
Usability and acceptability of an app (SELFBACK) to support self-management of low back pain: mixed methods study
AL Nordstoga, K Bach, S Sani, N Wiratunga, PJ Mork, M Villumsen, ...
JMIR rehabilitation and assistive technologies 7 (2), e18729, 2020
302020
Design of a clinician dashboard to facilitate co-decision making in the management of non-specific low back pain
K Bach, C Marling, PJ Mork, A Aamodt, FS Mair, BI Nicholl
Journal of Intelligent Information Systems 52, 269-284, 2019
292019
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Articles 1–20