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2025	From Innovation to Integration: Bridging the Gap Between IoMT Technologies and Real-World Health Management Systems Sensors Sara Jayousi, Chiara Barchielli, Sara Guarducci, Marco Alaimo, Stefano Caputo, Paolo Zoppi, Lorenzo Mucchi
2025	Advancing mental health diagnostics: a review on the role of smartphones, wearable devices, and artificial intelligence in depression and anxiety detection Biomedical Engineering Letters Huy Hoang, Huong Ha, Hiep Nguyen, Paul Watton, Lua Ngo
2025	Evaluating predictive artificial intelligence approaches used in mobile health platforms to forecast mental health symptoms among youth: a systematic review Psychiatry Research Jamin Patel, Caitlin Hung, Tarun Reddy Katapally
2025	Smart IOT for Mental Health and Well Being Data Analytics and Artificial Intelligence
2025	Prenatal depression level prediction using ensemble based deep learning model International Journal of Cognitive Computing in Engineering Abinaya Gopalakrishnan, Xujuan Zhou, Revathi Venkataraman, Raj Gururajan, Ka Ching Chan, Guohun Zhu, Niall Higgins
2025	Cross-Platform Availability of Smartphone Sensors for Depression Indication Systems: Mixed-Methods Umbrella Review Interactive Journal of Medical Research Johannes Leimhofer, Milica Petrovic, Andreas Dominik, Dominik Heider, Ulrich Hegerl
2024	2024 11th International Conference on Behavioural and Social Computing (BESC) Abinaya Gopalakrishnan, Xujuan Zhou, Revathi Venkataraman, Raj Gururajan, Ka Ching Chan, Guohun Zhu, Niall Higgins
2024	A survey of autonomous monitoring systems in mental health WIREs Data Mining and Knowledge Discovery Abinaya Gopalakrishnan, Raj Gururajan, Xujuan Zhou, Revathi Venkataraman, Ka Ching Chan, Niall Higgins
2024	Emerging trends in sensors based on molecular imprinting technology: Harnessing smartphones for portable detection and recognition Talanta Xicheng He, Wenliang Ji, Sijia Xing, Zhixuan Feng, Hongyan Li, Shanshan Lu, Kunze Du, Xiaoxia Li
2023	Attribute Selection Hybrid Network Model for risk factors analysis of postpartum depression using Social media Brain Informatics Abinaya Gopalakrishnan, Raj Gururajan, Revathi Venkataraman, Xujuan Zhou, Ka Chan Ching, Arul Saravanan, Maitrayee Sen
2023	Digital Mental Health: A Way Forward for Public Mental Health World Social Psychiatry Harshitha H. Annajigowda, Santosh K. Chaturvedi
2023	2023 International Conference on Inventive Computation Technologies (ICICT) Raguram M, Shivaram M, Nivas OS, Elangovan T
2022	Predicting Women with Postpartum Depression Symptoms Using Machine Learning Techniques Mathematics Abinaya Gopalakrishnan, Revathi Venkataraman, Raj Gururajan, Xujuan Zhou, Guohun Zhu
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