HARTH: A Human Activity Recognition Dataset for Machine Learning
Logacjov, Aleksej, Bach, Kerstin, Kongsvold, Atle, Bårdstu, Hilde Bremseth, Mork, Paul Jarle
Published in Sensors (Basel, Switzerland) (25.11.2021)
Published in Sensors (Basel, Switzerland) (25.11.2021)
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Journal Article
Comparison of a Deep Learning-Based Pose Estimation System to Marker-Based and Kinect Systems in Exergaming for Balance Training
Vonstad, Elise Klæbo, Su, Xiaomeng, Vereijken, Beatrix, Bach, Kerstin, Nilsen, Jan Harald
Published in Sensors (Basel, Switzerland) (04.12.2020)
Published in Sensors (Basel, Switzerland) (04.12.2020)
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Journal Article
Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting
Murad, Abdulmajid, Kraemer, Frank Alexander, Bach, Kerstin, Taylor, Gavin
Published in Sensors (Basel, Switzerland) (30.11.2021)
Published in Sensors (Basel, Switzerland) (30.11.2021)
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Journal Article
Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+ Model
Ustad, Astrid, Logacjov, Aleksej, Trollebø, Stine Øverengen, Thingstad, Pernille, Vereijken, Beatrix, Bach, Kerstin, Maroni, Nina Skjæret
Published in Sensors (Basel, Switzerland) (21.02.2023)
Published in Sensors (Basel, Switzerland) (21.02.2023)
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Journal Article
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
Kongsvold, Atle, Flaaten, Mats, Logacjov, Aleksej, Skarpsno, Eivind Schjelderup, Bach, Kerstin, Nilsen, Tom Ivar Lund, Mork, Paul Jarle
Published in The international journal of behavioral nutrition and physical activity (27.11.2023)
Published in The international journal of behavioral nutrition and physical activity (27.11.2023)
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Journal Article
From a Low-Cost Air Quality Sensor Network to Decision Support Services: Steps towards Data Calibration and Service Development
Veiga, Tiago, Munch-Ellingsen, Arne, Papastergiopoulos, Christoforos, Tzovaras, Dimitrios, Kalamaras, Ilias, Bach, Kerstin, Votis, Konstantinos, Akselsen, Sigmund
Published in Sensors (Basel, Switzerland) (05.05.2021)
Published in Sensors (Basel, Switzerland) (05.05.2021)
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Journal Article
Acceptance and use of a clinical decision support system in musculoskeletal pain disorders - the SupportPrim project
Granviken, Fredrik, Meisingset, Ingebrigt, Vasseljen, Ottar, Bach, Kerstin, Bones, Anita Formo, Klevanger, Nina Elisabeth
Published in BMC medical informatics and decision making (19.12.2023)
Published in BMC medical informatics and decision making (19.12.2023)
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Journal Article
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
Kongsvold, Atle, Flaaten, Mats, Logacjov, Aleksej, Skarpsno, Eivind Schjelderup, Bach, Kerstin, Nilsen, Tom Ivar Lund, Mork, Paul Jarle
Published in The international journal of behavioral nutrition and physical activity (18.12.2023)
Published in The international journal of behavioral nutrition and physical activity (18.12.2023)
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Journal Article
Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes
Verma, Deepika, Jansen, Duncan, Bach, Kerstin, Poel, Mannes, Mork, Paul Jarle, d'Hollosy, Wendy Oude Nijeweme
Published in BMC medical informatics and decision making (01.09.2022)
Published in BMC medical informatics and decision making (01.09.2022)
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Journal Article
Online Machine Learning for 1-Day-Ahead Prediction of Indoor Photovoltaic Energy
Kraemer, Frank Alexander, Asad, Hafiz Areeb, Bach, Kerstin, Renner, Christian
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
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
Lervik, Lars Christian Naterstad, Vasseljen, Ottar, Austad, Bjarne, Bach, Kerstin, Bones, Anita Formo, Granviken, Fredrik, Hill, Jonathan C, Jørgensen, Pål, Øien, Torbjørn, Veites, Paola Marin, Van der Windt, Danielle A, Meisingset, Ingebrigt
Published in Current controlled trials in cardiovascular medicine (11.04.2023)
Published in Current controlled trials in cardiovascular medicine (11.04.2023)
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Journal Article
An Artificial Intelligence-Based App for Self-Management of Low Back and Neck Pain in Specialist Care: Process Evaluation From a Randomized Clinical Trial
Marcuzzi, Anna, Klevanger, Nina Elisabeth, Aasdahl, Lene, Gismervik, Sigmund, Bach, Kerstin, Mork, Paul Jarle, Nordstoga, Anne Lovise
Published in JMIR human factors (09.07.2024)
Published in JMIR human factors (09.07.2024)
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Journal Article
Individually tailored self-management app-based intervention (selfBACK) versus a self-management web-based intervention (e-Help) or usual care in people with low back and neck pain referred to secondary care: protocol for a multiarm randomised clinical trial
Marcuzzi, Anna, Bach, Kerstin, Nordstoga, Anne Lovise, Bertheussen, Gro Falkener, Ashikhmin, Ilya, Boldermo, Nora Østbø, Kvarner, Else-Norun, Nilsen, Tom Ivar Lund, Marchand, Gunn Hege, Ose, Solveig Osborg, Aasdahl, Lene, Kaspersen, Silje Lill, Bardal, Ellen Marie, Børke, Janne-Birgitte, Mork, Paul Jarle, Gismervik, Sigmund
Published in BMJ open (13.09.2021)
Published in BMJ open (13.09.2021)
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Journal Article
A digital decision support system (selfBACK) for improved self-management of low back pain: a pilot study with 6-week follow-up
Sandal, Louise Fleng, Øverås, Cecilie K, Nordstoga, Anne Lovise, Wood, Karen, Bach, Kerstin, Hartvigsen, Jan, Søgaard, Karen, Mork, Paul Jarle
Published in Pilot and feasibility studies (23.05.2020)
Published in Pilot and feasibility studies (23.05.2020)
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Journal Article