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B

Bert Arnrich

digital health

34H-index
270Paper Count
5.7KCitation Count
Published Papers 44
Publication Date
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Listening to MS: AI-assisted speech analysis for diagnosis and fatigue prediction (COMMITMENT)
errFrontiers in Digital Health
IF3.8
err2026-05-30
err0
errOAAI
errHH Helly Hammer; MG Monica Gonzalez-Machorro; PH Pascal Hecker; UR Uwe Reichel; AZ Alisha Zmutt; LP Lisa Pedrotti; AC Andrew Chan; FE Florian Eyben; HS Hesam Sagha; MK Matthias Kahlau; BA Bert Arnrich; BW Björn W. Schuller; RH Robert Hoepner
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A Real-World Dataset for detecting Handwashing in daily Life using Wrist Motion Data from Wearables
errScientific Data
IF6.9
err2026-02-05
err0
errOAAI
errRobin Burchard; Kristina Kirsten; Marcel Miché; Philipp Scholl; Bert Arnrich; Kristof Van Laerhoven; Roselind Lieb; Karina Wahl
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errSave
EPIStress: A multimodal dataset of Physiological signals to measure cognitive stress in epilepsy patients
errScientific Data
IF6.9
err2025-11-25
err0
errOAAI
errSidratul Moontaha; Constanze Cavalier; Birgitta Esser; Arthur Jordan; Ines Goebel; Christoph Anders; Afsana Mimi; Björn Krüger; Rainer Surges; Bert Arnrich
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errSave
The AIR·MS data platform for artificial intelligence in healthcare
errJAMIA Open
IF3.4
err2025-11-03
err0
errOAAI
errPablo Guerrero, PhD; Morten Ernebjerg, PhD; Thomas Holst, MSc; David Weese, PhD; Herve DiBello; Susanne Ibing, PhD; Linea Schmidt, MSc; Ryan Ungaro, MD; Bernhard Renard, PhD; Christoph Lippert, PhD; Eugenia Alleva, MD; Timothy David Quinn, PhD; Patricia Kovatch, BS; Esther-Maria Antao, PhD; Elmien Heyneke, PhD; Aadil Rasheed, MSc; Stefan Kalabakov, MSc; Bert Arnrich, PhD; Alexander Charney, MD, PhD; Lothar H Wieler, PhD; Girish Nadkarni, MD, MPH
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errSave
Generalised machine learning models outperform personalised models for cognitive load classification in real-life settings
errFrontiers in Digital Health
IF3.8
err2025-10-06
err0
errOAAI
errChristoph Anders†; Ipsita Bhaduri†; Bert Arnrich†
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errSave
Differentially-Private Federated Learning with Non-IID Data For Surgical Risk Prediction
errINTERNATIONAL JOURNAL OF SEMANTIC COMPUTING
IF0.6
err2025-10-01
err0
PREAI
errPfitzner, Bjarne; Maurer, Max M.; Winter, Axel; Riepe, Christoph; Sauer, Igor M.; van de Water, Robin; Denecke, Christian; Pratschke, Johann; Arnrich, Bert
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Sensor-based evaluation of intermittent fasting regimes: a machine learning and statistical approach
errInternational Journal of Obesity
IF3.8
err2025-08-22
err0
errOAAI
errNico Steckhan; Tanja Manlik; Tillmann Int-Veen; Beeke Peters; Christina Laetitia Pappe; Daniela A. Koppold; Bert Arnrich; Andreas Michalsen; Henrik Dommisch; Peter Schwarz; Olga Pivovarova-Ramich
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errSave
High-precision information retrieval for rapid clinical guideline updates
errNPJ DIGITAL MEDICINE
IF15.1
err2025-04-27
err0
errOAAI
errBorchert, Florian; Wullenweber, Paul; Oeser, Annika; Kreuzberger, Nina; Karge, Torsten; Langer, Thomas; Skoetz, Nicole; Wieler, Lothar H.; Schapranow, Matthieu-P.; Arnrich, Bert
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errSave
Twenty-Four Hour Glucose Profiles and Glycemic Variability during Intermittent Religious Dry Fasting and Time-Restricted Eating in Subjects without Diabetes: A Preliminary Study
errNUTRIENTS
IF5
err2024-08-12
err0
errOAAI
errPeters, Beeke; Pappe, Christina Laetitia; Koppold, Daniela A.; Schipp, Katharina; Arnrich, Bert; Michalsen, Andreas; Dommisch, Henrik; Steckhan, Nico; Pivovarova-Ramich, Olga
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errSave
The role of the (in)accessibility of social media data for infodemic management: a public health perspective on the situation in the European Union in March 2024
errFRONTIERS IN PUBLIC HEALTH
IF3.4
err2024-04-08
err0
errOAAI
errWehrli, Silvan; Irrgang, Christopher; Scott, Mark; Arnrich, Bert; Boender, T. Sonia
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errSave
ARTEMIS: An alarm threshold and policy mining system for the intensive care unit
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2024-04-01
err0
errOAAI
errChromik, Jonas; Flint, Anne Rike; Arnrich, Bert
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errSave
A computer vision approach to continuously monitor fatigue during resistance training
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2024-03-01
err1
errOAAI
errAlbert, Justin Amadeus; Arnrich, Bert
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errSave
HARE: Unifying the Human Activity Recognition Engineering Workflow
errSENSORS
IF3.5
err2023-12-02
err0
errOAAI
errKonak, Orhan; van de Water, Robin; Doering, Valentin; Fiedler, Tobias; Liebe, Lucas; Masopust, Leander; Postnov, Kirill; Sauerwald, Franz; Treykorn, Felix; Wischmann, Alexander; Gjoreski, Hristijan; Lustrek, Mitja; Arnrich, Bert
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errSave
Comparison of Bayesian Networks, G-estimation and linear models to estimate causal treatment effects in aggregated N-of-1 trials with carry-over effects
errBMC MEDICAL RESEARCH METHODOLOGY
IF3.4
err2023-08-21
err1
errOAAI
errGaertner, Thomas; Schneider, Juliana; Arnrich, Bert; Konigorski, Stefan
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errSave
Food Choices after Cognitive Load: An Affective Computing Approach
errSENSORS
IF3.5
err2023-07-21
err1
errOAAI
errKappattanavar, Arpita Mallikarjuna; Hecker, Pascal; Moontaha, Sidratul; Steckhan, Nico; Arnrich, Bert
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errSave
Federated Learning for Network Intrusion Detection in Ambient Assisted Living Environments
errIEEE INTERNET COMPUTING
IF4.4
err2023-07-01
err3
errOAAI
errCholakoska, Ana; Gjoreski, Hristijan; Rakovic, Valentin; Denkovski, Daniel; Kalendar, Marija; Pfitzner, Bjarne; Arnrich, Bert
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errSave
A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study
errJMIR MEDICAL INFORMATICS
IF3.8
err2023-03-21
err9
errOAAI
errWilliams, Elena; Kienast, Manuel; Medawar, Evelyn; Reinelt, Janis; Merola, Alberto; Klopfenstein, Sophie Anne Ines; Flint, Anne Rike; Heeren, Patrick; Poncette, Akira -Sebastian; Balzer, Felix; Beimes, Julian; von Buenau, Paul; Chromik, Jonas; Arnrich, Bert; Scherf, Nico; Niehaus, Sebastian
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errSave
Online Learning for Wearable EEG-Based Emotion Classification
errSENSORS
IF3.5
err2023-02-21
err12
errOAAI
errMoontaha, Sidratul; Schumann, Franziska Elisabeth Friederike; Arnrich, Bert
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errSave
Protocol for a Randomized Crossover Trial to Evaluate the Effect of Soft Brace and Rigid Orthosis on Performance and Readiness to Return to Sport Six Months Post-ACL-Reconstruction
errHEALTHCARE
IF2.7
err2023-02-09
err0
errOAAI
errJahnke, Sonja; Cruysen, Caren; Prill, Robert; Kittmann, Fabian; Pflug, Nicola; Albert, Justin Amadeus; de Camargo, Tibor; Arnrich, Bert; Krolikowska, Aleksandra; Kolcz, Anna; Reichert, Pawel; Oleksy, Lukasz; Michel, Sven; Kopf, Sebastian; Wagner, Michael; Scheffler, Sven; Becker, Roland
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errSave
Federated Learning for Activity Recognition: A System Level Perspective
errIEEE ACCESS
IF3.6
err2023-01-01
err6
errOAAI
errKalabakov, Stefan; Jovanovski, Borche; Denkovski, Daniel; Rakovic, Valentin; Pfitzner, Bjarne; Konak, Orhan; Arnrich, Bert; Gjoreski, Hristijan
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Research Directions

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Co-authors
Cooperation Journals
B
Björn W. Schuller
H-index: 104 · Papers: 1.8K
M
Michael Wagner
H-index: 96 · Papers: 1.1K
R
Roselind Lieb
H-index: 82 · Papers: 448
M
Martin O. Leach
H-index: 82 · Papers: 725
L
Lothar H. Wieler
H-index: 77 · Papers: 505
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