Kerstin Bach - Publications, H-index & Citations

Kerstin Bach

Norwegian University of Science and Technology

19H指数

148论文数

1.4K被引数

收录论文 22

发表时间

Data Resource Profile: Device-measured physical activity and sleep in the HUNT4 study, Norway 数据资源概况：HUNT4研究中的设备测量身体活动和睡眠，挪威

International Journal of Epidemiology

IF5.9

2026-08-10

OAAI

Vegar Rangul; Atle Kongsvold; Saraswoti Lamsal Khanal; Mats Flaaten; Eivind Schjelderup Skarpsno; Kerstin Bach; Tom Ivar Lund Nilsen; Paul Jarle Mork

Deriving reference limits from historical data – A comparison of four novel methods 从历史数据中推导参考限值——四种新颖方法的比较

Clinical Neurophysiology

IF3.6

2025-11-20

PREAI

Tomasz Szymon Szczepanski; Petter Moe Omland; Øystein Dunker; Trond Sand; Martijn Tannemaat; Robert Reijntjes; Anis Yazidi; Kerstin Bach; John Anker Zwart; Joe Jabre; Kristian Bernhard Nilsen

Associations of sport and exercise participation in adolescence with body composition and device-measured physical activity in adulthood: longitudinal data from the Norwegian HUNT study 青少年时期体育和运动参与与成年期身体成分及设备测量体力活动的关系：挪威HUNT研究的纵向数据

INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY

IF5.5

2025-03-05

OAAI

Kongsvold, Atle; Skarpsno, Eivind Schjelderup; Flaaten, Mats; Logacjov, Aleksej; Bach, Kerstin; Nilsen, Tom Ivar Lund; Mork, Paul Jarle

Uncertainty-aware autonomous sensing with deep reinforcement learning 基于深度强化学习的不确定性感知自主感知

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2024-07-01

OAAI

Murad, Abdulmajid; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin

A Machine Learning Model for Predicting Sleep and Wakefulness Based on Accelerometry, Skin Temperature and Contextual Information

NATURE AND SCIENCE OF SLEEP

IF3.4

2024-06-01

OAAI

Logacjov, Aleksej; Skarpsno, Eivind Schjelderup; Kongsvold, Atle; Bach, Kerstin; Mork, Paul Jarle

SelfPAB: large-scale pre-training on accelerometer data for human activity recognition

APPLIED INTELLIGENCE

IF3.5

2024-03-28

OAAI

Logacjov, Aleksej; Herland, Sverre; Ustad, Astrid; Bach, Kerstin

Evaluation of Instance-Based Explanations: An In-Depth Analysis of Counterfactual Evaluation Metrics, Challenges, and the CEval Toolkit 基于实例的解释的评估: 对反事实评估指标，挑战和CEval工具包的深入分析

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Bayrak, Betul; Bach, Kerstin

Acceptance and use of a clinical decision support system in musculoskeletal pain disorders - the SupportPrim project

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2023-12-19

OAAI

Granviken, Fredrik; Meisingset, Ingebrigt; Vasseljen, Ottar; Bach, Kerstin; Bones, Anita Formo; Klevanger, Nina Elisabeth

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(vol20, 139, 2023)

INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY

IF5.5

2023-12-18

OAAI

Kongsvold, Atle; 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

IF5.5

2023-11-27

OAAI

Kongsvold, Atle; Flaaten, Mats; Logacjov, Aleksej; Skarpsno, Eivind Schjelderup; Bach, Kerstin; Nilsen, Tom Ivar Lund; Mork, Paul Jarle

Towards containerized, reuse-oriented AI deployment platforms for cognitive IoT applications

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2023-05-01

OAAI

Veiga, Tiago; Asad, Hafiz Areeb; Kraemer, Frank Alexander; Bach, Kerstin

Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+Model

SENSORS

IF3.5

2023-02-21

OAAI

Ustad, Astrid; Logacjov, Aleksej; Trollebo, Stine Overengen; Thingstad, Pernille; Vereijken, Beatrix; Bach, Kerstin; Maroni, Nina Skjaeret

External validation of prediction models for patient-reported outcome measurements collected using the SELFBACK mobile app

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2023-02-01

OAAI

Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle

Online Machine Learning for 1-Day-Ahead Prediction of Indoor Photovoltaic Energy

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Kraemer, Frank Alexander; Asad, Hafiz Areeb; Bach, Kerstin; Renner, Bernd-Christian

Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2022-09-01

OAAI

Verma, Deepika; Jansen, Duncan; Bach, Kerstin; Poel, Mannes; Mork, Paul Jarle; d'Hollosy, Wendy Oude Nijeweme

Performance of machine learning models in estimation of ground reaction forces during balance exergaming

JOURNAL OF NEUROENGINEERING AND REHABILITATION

IF5.2

2022-02-13

OAAI

Vonstad, Elise Klaebo; Bach, Kerstin; Vereijken, Beatrix; Su, Xiaomeng; Nilsen, Jan Harald

Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting 概率深度学习量化空气质量预测中的不确定性

SENSORS

IF3.5

2021-11-30

OAAI

Murad, Abdulmajid; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin

HARTH: A Human Activity Recognition Dataset for Machine Learning

SENSORS

IF3.5

2021-11-25

OAAI

Logacjov, Aleksej; Bach, Kerstin; Kongsvold, Atle; Bardstu, Hilde Bremseth; Mork, Paul Jarle

Application of Machine Learning Methods on Patient Reported Outcome Measurements for Predicting Outcomes: A Literature Review 机器学习方法在患者报告的结果测量中预测结果的应用: 文献综述

INFORMATICS-BASEL

IF2.8

2021-08-25

OAAI

Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle

Assessment of Machine Learning Models for Classification of Movement Patterns During a Weight-Shifting Exergame

IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS

IF4.4

2021-06-01

OAAI

Vonstad, Elise Klaebo; Vereijken, Beatrix; Bach, Kerstin; Su, Xiaomeng; Nilsen, Jan Harald

研究方向