Filipe Barata

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Patient Monitoring

Mobile Applications

Chronic Obstructive Pulmonary Disease

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Jinjoo Shim, Elgar Fleisch, Filipe Barata
Circadian rhythm analysis using wearable-based accelerometry as a digital biomarker of aging and healthspan. npj Digit. Medicine 7 (1) (2024)
Patrick Langer, Stephan Altmüller, Elgar Fleisch, Filipe Barata
CLAID: Closing the Loop on AI & Data Collection - A cross-platform transparent computing middleware framework for smart edge-cloud and digital biomarker applications. Future Gener. Comput. Syst. 159 (2024)
Jinjoo Shim, Elgar Fleisch, Filipe Barata
Precise Segmentation of U.S. Adults from 24-Hour Wearable-based Physical Activity Profiles Using Machine Learning Clustering. ICHI (2023)
Patrick Langer, Elgar Fleisch, Filipe Barata
CLAID: Closing the Loop on AI & Data Collection - A Cross-Platform Transparent Computing Middleware Framework for Smart Edge-Cloud and Digital Biomarker Applications. CoRR (2023)
Stefan Jokic, David Cleres, Frank Rassouli, Claudia Steurer-Stey, Milo A. Puhan, Martin H. Brutsche, Elgar Fleisch, Filipe Barata
TripletCough: Cougher Identification and Verification From Contact-Free Smartphone-Based Audio Recordings Using Metric Learning. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Simon Föll, Martin Maritsch, Federica Spinola, Varun Mishra, Filipe Barata, Tobias Kowatsch, Elgar Fleisch, Felix Wortmann
FLIRT: A feature generation toolkit for wearable data. Comput. Methods Programs Biomed. 212 (2021)
David Cleres, Frank Rassouli, Martin Brutsche, Tobias Kowatsch, Filipe Barata
Lena: a Voice-Based Conversational Agent for Remote Patient Monitoring in Chronic Obstructive Pulmonary Disease. IUI Workshops (2021)
Bernhard Gahr, Shu Liu, Kevin Koch, Filipe Barata, André Dahlinger, Benjamin Ryder, Elgar Fleisch, Felix Wortmann
Driver Identification via the Steering Wheel. CoRR (2019)
Filipe Barata, Kevin Kipfer, Maurice Weber, Peter Tinschert, Elgar Fleisch, Tobias Kowatsch
Towards Device-Agnostic Mobile Cough Detection with Convolutional Neural Networks. ICHI (2019)
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, Dagmar L'Allemand
Design and Evaluation of a Mobile Chat App for the Open Source Behavioral Health Intervention Platform MobileCoach. DESRIST (2017)
Peter Tinschert, Filipe Barata, Tobias Kowatsch
Enhancing Asthma Control through IT: Design, Implementation and Planned Evaluation of the Mobile Asthma Companion. Wirtschaftsinformatik (2017)
Chen-Hsuan Iris Shih, Tobias Kowatsch, Peter Tinschert, Filipe Barata, Marcia Katharina Nißen
Towards the Design of a Smartphone-Based Biofeedback Breathing Training: Indentifying Diaphragmatic Breathing Patterns From a Smartphones' Microphone. MCIS (2016)
Filipe Barata, Tobias Kowatsch, Peter Tinschert, Andreas Filler
Personal MobileCoach: tailoring behavioral interventions to the needs of individual participants. UbiComp Adjunct (2016)