Personal MobileCoach: tailoring behavioral interventions to the needs of individual participants. - Filipe Barata; Tobias Kowatsch; Peter Tinschert; Andreas Filler (UbiComp Adjunct, 2016)

Towards the Design of a Smartphone-Based Biofeedback Breathing Training: Indentifying Diaphragmatic Breathing Patterns From a Smartphones' Microphone. - Chen-Hsuan Iris Shih; Tobias Kowatsch; Peter Tinschert; Filipe Barata; Marcia Katharina Nißen (MCIS, 2016)

Design and Evaluation of a Mobile Chat App for the Open Source Behavioral Health Intervention Platform MobileCoach. - Tobias Kowatsch; Dirk Volland; Chen-Hsuan Iris Shih; Dominik Rüegger; Florian Künzler; Filipe Barata; Andreas Filler; Dirk Büchter; Björn Brogle; Katrin Heldt; Pauline Gindrat; Nathalie Farpour-Lambert; et al. (DESRIST, 2017)

Enhancing Asthma Control through IT: Design, Implementation and Planned Evaluation of the Mobile Asthma Companion. - Peter Tinschert; Filipe Barata; Tobias Kowatsch (Wirtschaftsinformatik, 2017)

Towards Device-Agnostic Mobile Cough Detection with Convolutional Neural Networks. - Filipe Barata; Kevin Kipfer; Maurice Weber; Peter Tinschert; Elgar Fleisch; Tobias Kowatsch (ICHI, 2019)

Driver Identification via the Steering Wheel. - Bernhard Gahr; Shu Liu; Kevin Koch 001; Filipe Barata; André Dahlinger; Benjamin Ryder; Elgar Fleisch; Felix Wortmann (CoRR, 2019)

Lena: a Voice-Based Conversational Agent for Remote Patient Monitoring in Chronic Obstructive Pulmonary Disease. - David Cleres; Frank Rassouli; Martin H. Brutsche; Tobias Kowatsch; Filipe Barata (IUI Workshops, 2021)

FLIRT: A feature generation toolkit for wearable data. - Simon Föll; Martin Maritsch; Federica Spinola; Varun Mishra 001; Filipe Barata; Tobias Kowatsch; Elgar Fleisch; Felix Wortmann (Comput. Methods Programs Biomed., 2021)

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 H. Brutsche; Elgar Fleisch; Filipe Barata (IEEE J. Biomed. Health Informatics, 2022)

Renewable Energy Communities a Practical Case Study Implementation. - Tiago Ideias; Luís Elvas; Filipe Barata (ICECET, 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 (ICHI, 2023)

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; Elgar Fleisch; Filipe Barata (CoRR, 2023)

Cough Classification of Unknown Emerging Respiratory Disease with Federated Learning. - Mesut Ceylan; Frank Rassouli; Maximilian Boesch; Martin H. Brutsche; Elgar Fleisch; Filipe Barata (EMBC, 2024)

XGBAge: Prediction and Identification of Factors Influencing Biological Age Using Wearable Accelerometer Data. - Jinjoo Shim; Elgar Fleisch; Filipe Barata (EMBC, 2024)

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 Gener. Comput. Syst., 2024)

Circadian rhythm analysis using wearable-based accelerometry as a digital biomarker of aging and healthspan. - Jinjoo Shim; Elgar Fleisch; Filipe Barata (npj Digit. Medicine, 2024)

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 (CHI, 2025)

Comparative Efficacy of Commercial Wearables for Circadian Rhythm Home Monitoring From Activity, Heart Rate, and Core Body Temperature. - Fan Wu 019; Patrick Langer; Jinjoo Shim; Elgar Fleisch; Filipe Barata (IEEE J. Biomed. Health Informatics, 2025)

GeHirNet: A Gender-Aware Hierarchical Model for Voice Pathology Classification. - Fan Wu 019; Kaicheng Zhao; Elgar Fleisch; Filipe Barata (CoRR, 2025)