GC-L2.5
A SELF-SUPERVISED LEARNING APPROACH FOR DETECTING NON-PSYCHOTIC RELAPSES USING WEARABLE-BASED DIGITAL PHENOTYPING
Panagiotis Kaliosis, Sofia Eleftheriou, Christos Nikou, Theodoros Giannakopoulos, National Centre for Scientific Research Demokritos, Greece
Session:
GC-L2: The 2nd e-Prevention challenge: Psychotic and Non-Psychotic Relapse Detection using Wearable-Based Digital Phenotyping Lecture
Track:
Grand Challenges
Location:
Room 209B
Presentation Time:
Tue, 16 Apr, 17:50 - 18:10 (UTC +9)
Session Co-Chairs:
Panagiotis Filntisis, National Technical University of Athens, Athens, Greece and Niki Efthymiou , National Technical University of Athens, Athens, Greece
Presentation
Discussion
Resources
No resources available.
Session GC-L2
GC-L2.1: THE 2ND E-PREVENTION CHALLENGE: PSYCHOTIC AND NON-PSYCHOTIC RELAPSE DETECTION USING WEARABLE-BASED DIGITAL PHENOTYPING
Panagiotis Filntisis, Niki Efthymiou, George Retsinas, Athanasia Zlatintsi, Christos Garoufis, Institute of Robotics, AthenaRC, Greece; T. Sounapoglou, Blockachain, Greece; P. Tsanakas, NTUA, Greece; N. Smyrnis, University General Hospital “ATTIKON”, National & Kapodistrian University of Athens, Medical School, Greece; Petros Maragos, NTUA, Institute of Robotics, Athena RC, Greece
GC-L2.2: PATIENT-SPECIFIC MODELING OF DAILY ACTIVITY PATTERNS FOR UNSUPERVISED DETECTION OF PSYCHOTIC AND NON-PSYCHOTIC RELAPSES
Alice Hein, Sven Gronauer, Klaus Diepold, Technical University of Munich, Germany
GC-L2.3: UNSUPERVISED RELAPSE DETECTION USING WEARABLE-BASED DIGITAL PHENOTYPING FOR THE 2ND E-PREVENTION CHALLENGE
Jinting Wu, Mei Tu, Samsung Research China-Beijing, China
GC-L2.4: PERSONALISED ANOMALY DETECTORS AND PROTOTYPICAL REPRESENTATIONS FOR RELAPSE DETECTION FROM WEARABLE-BASED DIGITAL PHENOTYPING
Adria Mallol-Ragolta, Anika Spiesberger, Andreas Triantafyllopoulos, Björn Schuller, Technical University of Munich, Germany
GC-L2.5: A SELF-SUPERVISED LEARNING APPROACH FOR DETECTING NON-PSYCHOTIC RELAPSES USING WEARABLE-BASED DIGITAL PHENOTYPING
Panagiotis Kaliosis, Sofia Eleftheriou, Christos Nikou, Theodoros Giannakopoulos, National Centre for Scientific Research Demokritos, Greece
GC-L2.6: BUMBLEBEE YOUR WAY TO RECOVERY: TRANSFORMING THE APPROACH TO DETECTION OF MENTAL HEALTH RELAPSES
Kamil Górzyński, Anna Plęs, Ivan Ryzhankow, Bartłomiej Zych, Samsung R&D Institute Poland, Poland
Contacts