TEAM
We are multi-disciplinary
Our core team consists of researchers from various fields including technology management, computer science, data science, and psychology. Our team is based at ETH Zurich, the Singapore-ETH Centre, the University of Zurich, and the University of St. Gallen.
Co-Chairs
Lead Principal Investigator, Mobile Health Interventions, Singapore-ETH Centre, Singapore; Advisor, Center for Technology and Behavioral Health, Dartmouth College, USA
Doctor of Philosophy in Management (Ph.D.), MSc in Business Informatics, MSc in Computer Science in Media (CSM) & Dipl.-Inform. (FH) in CSM.
Centre Leadership
Lead Principal Investigator, Mobile Health Interventions, Singapore-ETH Centre, Singapore; Advisor, Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, USA
Doctor of Philosophy in Management (Ph.D.), MSc in Business Informatics, MSc in Computer Science in Media (CSM) & Dipl.-Inform. (FH) in CSM.
«Docteur ès Sciences» in Signal Processing (Ph.D.), MSc in Physics, eMBA in Management of Technology
Core AI & Digital Biomarker, Acoustic and Inflammatory Biomarkers
MSc in Electrical Engineering and Information Technology
Focus: Machine Learning and Ubiquitous Computing
Core Behavioural Health & Disease Prevention
PhD in Exercise Physiology, BSc (Hons) in Sport and Exercise Science
Focus: Design and evaluation of a smartphone-based and chatbot-delivered intervention targeting individuals at risk of developing type-2 diabetes
PhD in Physical Activity and Public Health
Focus: Optimisation of the LvL UP intervention; a smartphone-delivered holistic lifestyle coaching intervention aimed at improving health and wellbeing and preventing non-communicable diseases and common mental disorders
MSc in Health Sciences and Technology (ETH)
Focus: Adaption of the Diabetes Prevention Program Curriculum for use by a Conversational Agent
Core Digital Biomarker in Diabetes Management
Professor, Senior Lecturer, Scientific Director Bosch IoT Lab University of St.Gallen
M.Sc. in Software Engineering & Management (Aalto University, Helsinki and Graz University of Technology)
Focus: In-vehicle sensor data analytics, physiological signal processing, and explainable/interpretable machine learning
Core Digital Health Interventions
Lead Principal Investigator, Mobile Health Interventions, Singapore-ETH Centre, Singapore; Advisor, Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, USA
Doctor of Philosophy in Management (Ph.D.), MSc in Business Informatics, MSc in Computer Science in Media (CSM) & Dipl.-Inform. (FH) in CSM.
PhD in Human-Computer Interactions, MSc in Industrial Engineering and Management with specialisation in Medical Engineering and Healthcare Management
Focus: Fostering patient engagement with digital health technologies and healthcare chatbots
MSc in Business Management (HSG)
Focus: Development and Evaluation of Digital Coaching Approaches
Master of Medicine (MMed) and Swiss State Diploma “Ärztin”
Focus: Novel approaches for the detection and prevention of dysglycemia – a project at the intersection of medicine and technology
MSc Strategic Marketing with Chinese
Focus: Mass market health interventions: design considerations for establishing successful human-computer relationships in self-service technologies led by conversational agents
MSc in Psychology and Computational Neuroscience
Focus: Using the Mobile Health App Breeze to Detect Symptoms of (Subclinical) Depression
2022 – 2023
Focus: Healthy Longevity, Biomarkers, and Development of Digital Health Interventions with a focus on Type-1 Diabetes
2022 – 2023
Focus: Digital Health interventions and Sustainable Business Models for Healthy Longevity
2023
Focus: Digital Health interventions – Market Analysis for Digital Therapeutics Design & Trial Services
Core Wearable AI for Rheumatoid Arthritis Management
PhD in Applied Machine Learning, MSc in Computer Engineering
Focus: Develop a digital biomarker for monitoring and predicting disease severity in rheumatoid arthritis patients in daily life using smartwatches and other ubiquitous devices.
Core Emerging Business Models in Digital Health
Lead Principal Investigator, Mobile Health Interventions, Singapore-ETH Centre, Singapore; Advisor, Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, USA
Doctor of Philosophy in Management (Ph.D.), MSc in Business Informatics, MSc in Computer Science in Media (CSM) & Dipl.-Inform. (FH) in CSM.
MBA in Digitalization and M.Sc. in Computational Sciences at RWTH Aachen University, B.Eng. in Medical Robotics at Kyushu University Japan
Focus: Business model innovation in digital healthy longevity
MSc in Business Innovation (HSG)
Focus: Business model for companies that treat non-communicable diseases
MobileCoach Team
Lead Principal Investigator, Mobile Health Interventions, Singapore-ETH Centre, Singapore; Advisor, Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, USA
Doctor of Philosophy in Management (Ph.D.), MSc in Business Informatics, MSc in Computer Science in Media (CSM) & Dipl.-Inform. (FH) in CSM.
BSc in Computer Science (ETH Zurich)
Focus: MobileCoach, an open-source platform for digital biomarker and digital coaching research. CanRelax, a relaxation and mindfulness app for people with cancer.
Research Associate, Senior Software Engineer, Project Leader, Knowledge Engineering at ZHAW, Wädenswil, Switzerland
Software Engineer at ZHAW, Wädenswil, Switzerland
Head of Research on Knowledge Engineering and the Data Science Laboratory (ZHAW Datalab) at ZHAW, Wädenswil, Switzerland
External Advisors
Visiting Students
Ph.D. Candidate in Information Technology at the Department of Electronics, Information, and Bioengineering at the University of Politecnico di Milano, Italy
Focus: Developing a framework for Data-Driven Chatbots for personalised training with conversational AI
M.Sc. in Psychology, University of Bamberg
Information Systems and Services, University of Bamberg, Germany
Focus: Adoption and use of self-guided digital stress interventions from the users’ perspective
Computer Science, Dartmouth College
Dartmouth’s Center for Technology and Behavioral Health
Focus: Investigation of states of receptivity and vulnerability in MobileCoach-based physical activity and personality change interventions.
Neurobiology & Economics
Harvard Medical School & Massachusetts General Hospital, Boston
Focus: Design of digital health interventions for chronic diseases (e.g. diabetes).
Bachelor Student in Medicine
University of Sevilla, Spain
Focus: Efficacy evaluation of a smartphone-based breathing exercise for stress management.
Bachelor & Master Students
2023
Focus: Business Model Innovation in Preventive Care
2023
Focus: Business Model Innovation in Digital Health
2023
Focus: Successful case studies of prevention in health care
2023
Focus: Text-based remote consultation in the German healthcare system: A study of the feasibility of potential business models from the doctor’s and patient’s point of view
2023
Focus: Business model analysis of digital dementia-preventive lifestyle services
2022 – 2023
Focus: Healthcare Chatbots: Validation and further development of a conversational onboarding design framework
2022 – 2023
Focus: Designing an empathic chatbot for a health social network platform
2022
Focus: Machine learning on user churn prediction
2022
Focus: Dropout Prediction in Digital Health Interventions – Retrospective Analysis of a Real-Life mHealth Intervention
2022
Focus: CODEX (Cough During and after acute EXacerbation of chronic obstructive pulmonary Disease)
2022
Focus: Understanding trends in Congestive Heart Failure (CHF)
2021 – 2022
Focus: Business Models in the Pharma Industry
2020 – 2021
Focus: Classification of human night noises using pre-trained artificial neural networks to assess asthma condition and sleep quality
2020 – 2021
Focus: Passive sensing on iOS devices to monitor chronic respiratory diseases.
2020 – 2021
Focus: Metric Learning with Application to Cough-based Speaker Verification
2021
Focus: Reaching Vulnerable Populations for the Prevention of Mental Illness
2021
Focus: Reaching Vulnerable Populations for the Prevention of Chronic and Mental Illness: A Gamified Approach
2020 – 2021
Focus: Reaching Vulnerable Populations for the Prevention of Chronic and Mental Illness: Development of a “Simple Talk” Digital Coaching Approach
2020 – 2021
Focus: Assessment of Popular Voice Assistants for the Prevention and Management of Chronic and Mental Conditions
2020
Focus: Successful Diabetes Companies, A Market Analysis
2020
Focus: Successful Digital Mental Health Companies, A Market Analysis
2020
Focus: Success Factors for the Implementation of a Digital Assistant Supporting the Reduction of Distress in Cancer Patients
2020
Focus: Beyond Existing Conversational Agent Categorizations A Taxonomy of Short- and Long-term Conversational Agent Usage
2020
Focus: Studying the effectiveness of smartphone applications for the treatment of chronic stress and depression
2020
Focus: Identification of Effective Intervention Components Preventing Type-2 Diabetes and Assessment of their Scalability via Healthcare Chatbots and Hybrid Coaching with Human Health Professionals
2020
Focus: The Data World within Healthcare
2020
Focus: Successful business model components of companies offering digital diabetes interventions
2020
Focus: Assessment of a smartphone-based breathing training
2019
Focus: Chatbot-based service encounter in health care: Structuring the chatbot market and literature using archetypes and elaborating their impacts and challenges.
2019
Focus: Personalization of chatbots in healthcare based on user group data.
2019
Focus: Value-centered onboarding design for chatbots in a health service context.
2019
Focus: Implementation science in practice: market access, challenges, and regulations in digital health startups.
2019
Focus: Data-driven diabetes type 2 prediction at employer wellness programs in the US.
2019
Focus: Review of biofeedback-based relaxation trainings
2018-2019
Focus: Evaluation of Digital Physiotherapy Coaching.
2019
Focus: Digitalization of Swiss hospitals and its financial implications for insurance companies
2018-2019
Focus: Development of a digital coach to strengthen the connection between pharmacies and their patients in Kenya.
2018-2019
Focus: Introduction of a digital physio coach to the Swiss health care system.
Focus: Assessing the Acceptance of a Smartphone-based Biofeedback Breathing Training
2018-2019
Focus: Evaluation of Health Literacy Intervention for Children with Asthma.
2018-2019
Focus: A Market Analysis of Chatbots for Swiss Public Organizations.
2018
Focus: On the Impact of Chatbots with Self-Awareness Design on Users’ Perceptions, Trust and Intention to Adopt.
2018
Focus: Impact of General Privacy Concerns on Chatbot Design Elements’ Influence on People’s Willingness to Disclose Personal Information.
2018
Focus: User perceptions of a Digital Coaching App for Physical Activity.
2017-2018
Focus: User Onboarding Design for a Fully Automated Conversational Agent (“Chatbot”) in Mobile Health Interventions.
2017-2018
Focus: Cash Flow Modelling of Digital Asthma Interventions in the Healthcare System.
2017-2018
Focus: Characteristics of a diabetes self management app: Identification of patient needs and comparison of existing solutions.
2017-2018
Focus: Development of an Application Enabling Separation of Audible Symptoms for People with Chronic Diseases.
2016
Focus: Behavior Change Techniques in mHealth Interventions for People with Asthma.
2017-2018
Focus: Rebuilding Trust: The Effect of Chatbots on Doctor-Patient Interactions.
2017
Focus: Efficacy of a biofeedback-based breathing exercise.
2017
Focus: Analyzing Success Factors for Disruptive Innovations in the mHealth Ecosystem for Diabetes Care.
2016
Focus: Digital Health Business Models.
2015-2016
Focus: Job strain detection by mouse movements.
2015
Focus: Evaluation of a MobileCoach-based intervention for adolescents with eating disorders.
2015-2016
Focus: Literature review on mental health information systems.
2015
Focus: Design of a MobileCoach-based intervention for adolescents with eating disorders.
Affiliated
Assistant Professor of Clinical Psychology, University of Hong Kong
Former roles: Director, Centre for Digital Health Interventions, ETH Zurich & University of St.Gallen, Switzerland; Head of Transformation and Innovation, CSS insurance, Switzerland
MA in International Relations and Affairs.
Universitätsklinik für Diabetologie, Endokrinologie Ernährungsmedizin & Metabolismus (UDEM), Universitätsspital Bern
Alumni
MSc in Psychology with specialization in Social Psychology, Economic Psychology and Decision Science
Focus: Voice Assistants for the Management of Chronic Diseases with Application to Type-1 Diabetes and Hypoglycemia while Driving
MA in Design with a specialization in Interaction & MSc in Engineering with a specialization in Information and Communication Technologies
Focus: Enabling Gameful Interactivity and Biofeedback in Scalable Breathing Trainings through Real-time Breathing Detection. A Gameful Biofeedback Breathing Training for Mental and Physical Well-being.
MSc in Affective Disorders (King’s College London)
Focus: Digital Health Promotion
B.Eng (Hons) in Manufacturing, Engineering and Management; M.Sc in Statistics; M.Tech in Knowledge Engineering (Intelligent Systems)
Focus: MobileCoach, an open-source platform for digital biomarker and digital coaching research. LvL Up, a digital health app to prevent Depression and Type-2 Diabetes in Singapore.
2020-2021
Focus: Pollen, fine particle, and ozone values to assess asthma control and symptom progression
M.Phil. Health and Behaviour
University of Luxembourg, Department of Behavioural and Cognitive Sciences
Focus: Development of a theory-based, personalized mHealth intervention for adolescents.
2020 – 2021
Focus: Design of digital health interventions for asthma
BSc (Hons) in Biomedical Science
Postgraduate Diploma in Systems Analysis
Focus: Designing and developing features for smartphone-based and chatbot-delivered MobileCoach digital health interventions.
MSc Computational Science and Engineering
Focus: Cough detection for COPD, COVID-19, and further respiratory diseases. Design and evaluation of a smartphone-based voice monitoring system for patients with heart failure.
MSc in Business Management (HSG)
Focus: Digital delivery of health care services and how to actively manage chronic diseases at person in real-time
MSc in Computer Science
Focus: Studying Personality Change with Smartphone Data
2020-2021
Focus: Gameful Biofeedback Breathing Trainings for Smartphones
MSc in Artificial Intelligence
Focus: Design and evaluation of a digital diet coach.
MSc in Business Psychology
Focus: Design and evaluation of digital health interventions for asthma.
Bachelor in Medical Informatics
Focus: MobileCoach, an open-source platform for digital biomarker and digital coaching research.
MSc in Management, Technology and Economics
Focus: Design and evaluation of digital health interventions for diabetes.
MSc in Organizational Behavior and Adaptive Cognition
Focus: Design and evaluation of digital physical activity interventions.
Focus: Assessment of digital health interventions
MSc in Computer Science
Focus: Design and evaluation of health information systems on the PathMate2 project.
Focus: Assessmtent of digital health interventions
Focus: Systematic review of mobile health interventions for physical activity
Focus: Evaluation of a digital physiotherapy coach.
Focus: Design of digital health interventions for asthma
Focus: Systematic review of mobile health interventions for physical activity
Doctor of Sciences and MEng in Computer Science
Focus: Ubiquitous Digital Coaching.
MSc in Human Nutrition and Home Economics
Focus: Public health nutrition and technology-driven diet interventions.
MSc in Computer Science
Focus: Emotion recognition for MobileCoach interventions.
MSc in Computer Science in Media and Dipl.-Inform. (FH) in Computer Science in Media
Focus: Health information systems architect & lead developer of the open source MobileCoach platform.
Focus: Impact of technology-driven innovations in healthcare.
Focus: Artificial Intelligence in emerging Health Information Systems with emphasis on Machine Learning and Big Data.
Focus: Supporting human behavior by technology with a focus on privacy and health care.
PhD in Neuroscience, MSc in Computer Science, BSc in Cognitive Psychology
Focus: Design of a MobileCoach-based intervention for people with mild cognitive impairment.
MA HSG in Strategy and International Management & MSc CEMS MIM
MSc Pharmacy
Focus: Study Design & Evaluation.
MSc Psychology
Focus: Design of health interventions.
MSc Computer Science
Focus: Development of Health Information Systems.
Dipl.-Designer (FH)
Focus: Interaction design of health information systems.
2014
Focus: Health economic evaluation of IT-supported interventions.
2013-2014
Focus: Mobile Sports Applications.
2013-2014
Focus: Top 10 eHealth Applications.
2013
Focus: Business Models for eHealth.
2013
Focus: Gamification in Online Psychotherapy.
2012
Focus: Persuasive Technology.
2012
Focus: Mobile After-Care Operations.
2012
Focus: Health Insurance Mobile Apps