Objective assessment of depressive symptoms with machine learning and wearable sensors data
Ghandeharioun, Asma, Fedor, Szymon, Sangermano, Lisa, Ionescu, Dawn, Alpert, Jonathan, Dale, Chelsea, Sontag, David, Picard, Rosalind·2017·2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII)
Cited by (114)
Items 101–114 of 114
- Reprint of: Sensing beyond itself: Multi-functional use of ubiquitous signals towards wearable applicationsZihan Wang, Jiarong Li, Yuchao Jin, Jiyu Wang, Fang Chun Yang, Gang Li, Xiaoyue Ni, Wenbo Ding · 2022 · Digital Signal Processing
- RECOGNITION OF MENTAL DISORDERS FROM PHYSIOLOGICAL SIGNALS ANALYSISOleksandr Sukholeister, Adrian Nakonechnyi · 2022 · Measuring Equipment and Metrology
- Towards Personalised Depression Modelling and Explanation from Wearable DataSobhan Chatterjee, Jyoti Mishra, Frederick Sundram, Partha S. Roop · 2023 · Research Square
- PREDICARE: Machine Learning Based Disease Diagnosis SystemYugchhaya Galphat, Laveena Kithani, Disha Raghani, Chirag Dayaramani, Yash Kriplani · 2023 · International Conference on Pervasive Computing and Social Networking (ICPCSN)
- Sistema para el mapeo, control y monitoreo de síntomas depresivos en escolaresAlvin Edickson Gonzalez Cieza, Gianmarco Chavez Monteza · 2023 · Universidad Peruana de Ciencias Aplicadas (UPC)
- Predicting Depression Status After Transcranial Direct Current Stimulation Treatment Using Machine LearningSayna Rotbei, Giordano D’Urso, Alessio Botta B · 2024 · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
- Wearable Long-Term Graph Learning for Non-invasive Mental Health EvaluationDaili Yang, Bin Gao, Liwei Huang, Boyu Chen, Yaozong Chen · 2024 · Smart innovation, systems and technologies
- Predicting Depressive Symptoms in Autistic Individuals Using Wearable Devices and Machine Learning Algorithms (Preprint)Shih-Ying Ni, Cailuan Lu, Chia‐Tung Wu, Ming-Hsien Hsieh, I‐Ming Chen, Che‐an Lin, Feipei Lai, Yi‐Ling Chien · 2025
- AI-Driven solutions for transition and employment support in students with autism: Global case studies from Auticon and MathisisAyman Olayan Alhawiti · 2025 · International Journal of Research in Special Education
- Reproducible symptom subtypes of depression identified using unsupervised machine learningDavid M. Howard, Francisco Diego Rabelo‐da‐Ponte, Maria Viejo-Romero, Evangelos Vassos, Cathryn M. Lewis · 2026 · medRxiv
- Multiplicity in Practice: Glitching the Human In/Through Personal SensingNava Haghighi, Colette Do, Katie Liu, Yanav Lall, James A. Landay · 2026 · CHI Conference on Human Factors in Computing Systems
- Everyday Mobility Behaviors Predict Psychological Well-Being Among Young AdultsHeinrich Peters, weichen wang, Sandra Matz, Sandrine R. Müller, Gabriella M. Harari · 2022 · OSF Preprints (OSF Preprints)
- Affect and mental state detection for mental health careIulia Lefter, Akane Sano · 2026 · Elsevier eBooks
- Machine Learning-Based Detection of Depressive Symptoms with Earables: The dEARpression Pilot Study (Preprint)Maximilian Renz, Ann-Kristin Seifer, Lydia Helene Rupp, Matthias Berking, Bjoern M. Eskofier, Robert Richer · 2026