Publications
The publications on this page were generated automatically from just identifiers using the Manubot cite utility. For a more complete list, visit Google Scholar.
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2025
Moving Beyond the Simulator: Interaction-Based Drunk Driving Detection in a Real Vehicle Using Driver Monitoring Cameras and Real-Time Vehicle Data
Robin Deuber, Patrick Langer, Mathias Kraus, Matthias Pfäffli, Matthias Bantle, Filipe Barata, Florian von Wangenheim, Elgar Fleisch, Wolfgang Weinmann, Felix Wortmann
Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems
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25 Apr 2025
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doi:10.1145/3706598.3714007
Predictors of Sleep Latency From the Multiple Sleep Latency Test: A Random Forest Investigation in a Community Sample
Jesse D. Cook, Filipe Barata, David T. Plante, Steve Woodward, Jamie M. Zeitzer, Renske Lok
Journal of Sleep Research
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21 Apr 2025
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doi:10.1111/jsr.70073
Comparative Efficacy of Commercial Wearables for Circadian Rhythm Home Monitoring From Activity, Heart Rate, and Core Body Temperature
Fan Wu, Patrick Langer, Jinjoo Shim, Elgar Fleisch, Filipe Barata
IEEE Journal of Biomedical and Health Informatics
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01 Feb 2025
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doi:10.1109/jbhi.2024.3471254
2024
Noninvasive, Multimodal Inflammatory Biomarker Discovery for Systemic Inflammation (NOVA Study): Protocol for a Cross-Sectional Study
Jinjoo Shim, Sinziana Muraru, Rucsandra Dobrota, Elgar Fleisch, Oliver Distler, Filipe Barata
JMIR Research Protocols
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05 Nov 2024
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doi:10.2196/62877
CLAID: Closing the Loop on AI & Data Collection — A cross-platform transparent computing middleware framework for smart edge-cloud and digital biomarker applications
Patrick Langer, Stephan Altmüller, Elgar Fleisch, Filipe Barata
Future Generation Computer Systems
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01 Oct 2024
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doi:10.1016/j.future.2024.05.026
XGBAge: Prediction and Identification of Factors Influencing Biological Age Using Wearable Accelerometer Data
Jinjoo Shim, Elgar Fleisch, Filipe Barata
2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
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15 Jul 2024
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doi:10.1109/embc53108.2024.10781878
Cough Classification of Unknown Emerging Respiratory Disease with Federated Learning
Mesut Ceylan, Frank Rassouli, Maximilian Boesch, Martin Brutsche, Elgar Fleisch, Filipe Barata
2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
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15 Jul 2024
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doi:10.1109/embc53108.2024.10781930
Circadian rhythm analysis using wearable-based accelerometry as a digital biomarker of aging and healthspan
Jinjoo Shim, Elgar Fleisch, Filipe Barata
npj Digital Medicine
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04 Jun 2024
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doi:10.1038/s41746-024-01111-x
The Bitemporal Lens Model—toward a holistic approach to chronic disease prevention with digital biomarkers
Filipe Barata, Jinjoo Shim, Fan Wu, Patrick Langer, Elgar Fleisch
JAMIA Open
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08 Apr 2024
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doi:10.1093/jamiaopen/ooae027
2023
Precise Segmentation of U.S. Adults from 24-Hour Wearable-based Physical Activity Profiles Using Machine Learning Clustering
Jinjoo Shim, Elgar Fleisch, Filipe Barata
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI)
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26 Jun 2023
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doi:10.1109/ichi57859.2023.00083
Wearable-based accelerometer activity profile as digital biomarker of inflammation, biological age, and mortality using hierarchical clustering analysis in NHANES 2011–2014
Jinjoo Shim, Elgar Fleisch, Filipe Barata
Scientific Reports
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08 Jun 2023
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doi:10.1038/s41598-023-36062-y
Trends in voice characteristics in patients with heart failure (VENTURE) in Switzerland: Protocol for a longitudinal observational pilot study
Fan Wu, Matthias Nägele, David Cleres, Thomas Haider, Elgar Fleisch, Frank Ruschitzka, Andreas Flammer, Filipe Barata
PLOS ONE
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05 Apr 2023
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doi:10.1371/journal.pone.0283052
Smartphone-based cough monitoring as a near real-time digital pneumonia biomarker
Maximilian Boesch, Frank Rassouli, Florent Baty, Anja Schwärzler, Sandra Widmer, …, Iris Shih, David Cleres, Filipe Barata, Elgar Fleisch, Martin H. Brutsche
ERJ Open Research
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09 Mar 2023
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doi:10.1183/23120541.00518-2022
Nighttime Continuous Contactless Smartphone-Based Cough Monitoring for the Ward: Validation Study
Filipe Barata, David Cleres, Peter Tinschert, Chen-Hsuan Iris Shih, Frank Rassouli, Maximilian Boesch, Martin Brutsche, Elgar Fleisch
JMIR Formative Research
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20 Feb 2023
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doi:10.2196/38439
2022
Automated cough detection in COVID-19 and non-COVID-19 pneumonia using machine learning-based technology
F Rassouli, M Boesch, F Baty, F Barata, D Cleres, P Tinschert, I Shih, E Fleisch, M H Brutsche
10.01 - Respiratory infections and bronchiectasis
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04 Sep 2022
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doi:10.1183/13993003.congress-2022.1219
TripletCough: Cougher Identification and Verification From Contact-Free Smartphone-Based Audio Recordings Using Metric Learning
Stefan Jokic, David Cleres, Frank Rassouli, Claudia Steurer-Stey, Milo A. Puhan, Martin Brutsche, Elgar Fleisch, Filipe Barata
IEEE Journal of Biomedical and Health Informatics
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01 Jun 2022
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doi:10.1109/jbhi.2022.3152944
2021
FLIRT: A feature generation toolkit for wearable data
Simon Föll, Martin Maritsch, Federica Spinola, Varun Mishra, Filipe Barata, Tobias Kowatsch, Elgar Fleisch, Felix Wortmann
Computer Methods and Programs in Biomedicine
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01 Nov 2021
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doi:10.1016/j.cmpb.2021.106461
Smartphone-enabled detection of COugh in COvid-19 (COCO) – preliminary analysis of an exploratory, observational cohort study
Frank Rassouli, Maximilian Boesch, Florent Baty, Peter Tinschert, Filipe Barata, Iris Shih, David Cleres, Elgar Fleisch, Martin H. Brutsche
m-Health/e-health
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05 Sep 2021
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doi:10.1183/13993003.congress-2021.pa3865
Voice-Based Conversational Agents for the Prevention and Management of Chronic and Mental Health Conditions: Systematic Literature Review
Caterina Bérubé, Theresa Schachner, Roman Keller, Elgar Fleisch, Florian v Wangenheim, Filipe Barata, Tobias Kowatsch
Journal of Medical Internet Research
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29 Mar 2021
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doi:10.2196/25933
Conversational Agents as Mediating Social Actors in Chronic Disease Management Involving Health Care Professionals, Patients, and Family Members: Multisite Single-Arm Feasibility Study
Tobias Kowatsch, Theresa Schachner, Samira Harperink, Filipe Barata, Ullrich Dittler, …, Catherine Stanger, Florian v Wangenheim, Elgar Fleisch, Helmut Oswald, Alexander Möller
Journal of Medical Internet Research
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17 Feb 2021
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doi:10.2196/25060
2020
<p>Nocturnal Cough and Sleep Quality to Assess Asthma Control and Predict Attacks</p>
Peter Tinschert, Frank Rassouli, Filipe Barata, Claudia Steurer-Stey, Elgar Fleisch, Milo Alan Puhan, Tobias Kowatsch, Martin Hugo Brutsche
Journal of Asthma and Allergy
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01 Dec 2020
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doi:10.2147/JAA.S278155
<p>Characteristics of Asthma-related Nocturnal Cough: A Potential New Digital Biomarker</p>
Frank Rassouli, Peter Tinschert, Filipe Barata, Claudia Steurer-Stey, Elgar Fleisch, Milo Alan Puhan, Florent Baty, Tobias Kowatsch, Martin Hugo Brutsche
Journal of Asthma and Allergy
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01 Dec 2020
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doi:10.2147/JAA.S278119
The anatomy of asthma-related nocturnal cough – a potential new digital biomarker
Frank Rassouli, Peter Tinschert, Filipe Barata, Claudia Steurer-Stey, Elgar Fleisch, Milo Puhan, Tobias Kowatsch, Martin H Brutsche
Monitoring airway disease
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07 Sep 2020
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doi:10.1183/13993003.congress-2020.1285
Smartphone-based cough detection predicts asthma control – description of a novel, scalable digital biomarker
Peter Tinschert, Frank Rassouli, Filipe Barata, Claudia Steurer-Stey, Elgar Fleisch, Milo Puhan, Tobias Kowatsch, Martin H. Brutsche
Airway pharmacology and treatment
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07 Sep 2020
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doi:10.1183/13993003.congress-2020.4569
Automatic Recognition, Segmentation, and Sex Assignment of Nocturnal Asthmatic Coughs and Cough Epochs in Smartphone Audio Recordings: Observational Field Study
Filipe Barata, Peter Tinschert, Frank Rassouli, Claudia Steurer-Stey, Elgar Fleisch, Milo Alan Puhan, Martin Brutsche, David Kotz, Tobias Kowatsch
Journal of Medical Internet Research
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14 Jul 2020
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doi:10.2196/18082
2019
Towards Device-Agnostic Mobile Cough Detection with Convolutional Neural Networks
Filipe Barata, Kevin Kipfer, Maurice Weber, Peter Tinschert, Elgar Fleisch, Tobias Kowatsch
2019 IEEE International Conference on Healthcare Informatics (ICHI)
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01 Jun 2019
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doi:10.1109/ICHI.2019.8904554
Prevalence of nocturnal cough in asthma and its potential as a marker for asthma control (MAC) in combination with sleep quality: protocol of a smartphone-based, multicentre, longitudinal observational study with two stages
Peter Tinschert, Frank Rassouli, Filipe Barata, Claudia Steurer-Stey, Elgar Fleisch, Milo Alan Puhan, Martin Brutsche, Tobias Kowatsch
BMJ Open
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01 Jan 2019
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doi:10.1136/bmjopen-2018-026323
2017
The Potential of Mobile Apps for Improving Asthma Self-Management: A Review of Publicly Available and Well-Adopted Asthma Apps
Peter Tinschert, Robert Jakob, Filipe Barata, Jan-Niklas Kramer, Tobias Kowatsch
JMIR mHealth and uHealth
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02 Aug 2017
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doi:10.2196/mhealth.7177
Design and Evaluation of a Mobile Chat App for the Open Source Behavioral Health Intervention Platform MobileCoach
Tobias Kowatsch, Dirk Volland, Iris Shih, Dominik Rüegger, Florian Künzler, …, Björn Brogle, Katrin Heldt, Pauline Gindrat, Nathalie Farpour-Lambert, Dagmar l’Allemand
Lecture Notes in Computer Science
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01 Jan 2017
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doi:10.1007/978-3-319-59144-5_36
2016
Personal MobileCoach
Filipe Barata, Tobias Kowatsch, Peter Tinschert, Andreas Filler
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct
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12 Sep 2016
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doi:10.1145/2968219.2972713