Job search
Job Search

Monitoring mental health

New technology uses advanced machine learning to monitor patients’ mental health between visits to their medical providers

Published in Fit Tech 2021 issue 2
The platform detects patterns associated with mental health anomalies / Shutterstock/wavebreakmedia
The platform detects patterns associated with mental health anomalies/ Shutterstock/wavebreakmedia

Researchers at Texas A&M University have developed a smart-device based electronic platform to help patients manage their mental health between appointments. The technology continuously monitors the patient’s state of hyperarousal, which is one of the signs of psychological distress.

The platform can read facial cues, analyse voice patterns and integrate readings from built-in vital signs sensors on smartwatches to determine if a patient is feeling anxious or depressed.

The technology not only enables patients to better manage their mental health, it could also allow medical providers and counsellors to monitor how their patient is tracking.

Gap in services
Dr. Farzan Sasangohar, assistant professor in the Wm Michael Barnes ‘64 Department of Industrial and Systems Engineering, explained: “The platform was inspired by our previous work on monitoring hyperarousal events among combat veterans. We identified a twofold gap in providing mental healthcare: firstly, underutilisation of mental health services, potentially due to emotional numbness and stigma; and secondly, lack of monitoring capabilities in between therapeutic sessions. The platform is our contribution to address these gaps.”

Non-intrusive sensors in wearable technologies such as smartwatches are used together with advanced machine learning and data analytics techniques to detect patterns associated with mental health anomalies. In addition, novel technologies such as facial and voice sentiment analysis are utilised.

The platform provides a suite of therapeutic tools, such as breathing exercises, mindfulness, community support, telecare, automated messages and location sharing.

Game changing technology
Results from initial testing of the technology suggest a high level of acceptance, adoption and compliance among users. There was also a high level of perceived accuracy for the detected events.

“I think this technology will be a game-changer,” said Dr Sasangohar, “since it not only raises mental health awareness and keeps users in the loop about their current state, but it also provides timely intervention to deal with acute issues, preventing them from becoming chronic.

“I firmly believe the future of mental health care belongs to self-management technologies. Technology can play a big role in feeding providers with key objective information related to mental health and by providing timely, discreet and on-demand therapeutic interventions.”

Sign up for FREE ezines

Company profile

Company profile: Alliance Leisure
The company’s core business is the provision of facility development and support for local authorities, educational establishments and leisure trusts that want to improve or expand the leisure products and services they offer.
View full profile >
More company profiles

Featured Supplier

CoverMe extends matching service to personal training, rewriting how members and personal trainers connect
CoverMe, the global leader in fitness workforce management, today launches CoverMe PT, an on-demand personal training platform that connects the right personal trainer to the right client in under 10 seconds.
View full details >
More featured suppliers

Property & Tenders

Location: Stratford, East London.
Company: Lee Valley Regional Park Authority
Location: Y Felinheli, LL56 4QN
Company: Newmark
Location: Newhaven, Sussex
Company: EiA Real Estate
Location: Tutbury Castle, Staffordshire
Company: Savills
Location: Oxford
Company: University of Oxford
More properties & tenders

Diary dates

21-24 Sep 2026
The Langham Huntington Pasadena , Pasadena, United States
06-08 Oct 2026
Messe Stuttgart, Stuttgart, Germany
22-22 Oct 2026
QEII Conference Centre, London
26-29 Oct 2027
Koelnmesse Exhibition Centre, Cologne, Germany
More diary dates