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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
962021
Developing case-based reasoning applications using myCBR 3
K Bach, KD Althoff
Case-Based Reasoning Research and Development: 20th International Conference …, 2012
702012
Case-Based Reasoning.
R Bergmann, KD Althoff, M Minor, M Reichle, K Bach
Künstliche Intell. 23 (1), 5-11, 2009
702009
HARTH: a human activity recognition dataset for machine learning
A Logacjov, K Bach, A Kongsvold, HB Bårdstu, PJ Mork
Sensors 21 (23), 7853, 2021
692021
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
652018
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
512019
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 282, 2007
462007
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
442019
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
362013
Knowledge modelling with the open source tool myCBR
K Bach, C Sauer, KD Althoff, T Roth-Berghofer
CEUR Workshop Proceedings, 2014
352014
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
312020
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
292021
Information-driven adaptive sensing based on deep reinforcement learning
A Murad, FA Kraemer, K Bach, G Taylor
Proceedings of the 10th International Conference on the Internet of Things, 1-8, 2020
272020
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
272020
A Domain Independent System Architecture for Sharing Experience.
K Bach, M Reichle, KD Althoff
LWA, 296-303, 2007
272007
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
252023
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
252021
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Articles 1–20