SEOUL, South Korea, October 21, 2024 /PRNewswire/ — Doctorpresso's research to detect despair from user-generated diary knowledge was revealed in September 2024 problem of the Journal of Web Medical Analysis (JMIR) in recognition of its excellence. JMIR famous “Doctorpresso's new method to digital psychological well being screening”.
In accordance with Doctorpresso (CEO Whanbo Jung), a brand new AI expertise has been developed to detect despair by utilizing user-generated diary knowledge. The research suggests an progressive method to the early analysis and remedy of despair, which is on the rise worldwide.
Melancholy is a critical social downside worldwide, inflicting a lower in work productiveness and a excessive burden of incapacity. Nevertheless, current screening instruments for despair have limitations in objectivity and accuracy, so new strategies have been wanted to compensate for this. The research developed an AI algorithm to detect despair based mostly on person diary knowledge obtained by means of Doctorpresso's personal diary app and verified its usefulness.
In accordance with the research, GPT three.5 and GPT four.zero, synthetic intelligence-based giant language fashions (LLM), can successfully detect the danger of despair by analyzing the person's log textual content. Particularly, for AI developed utilizing LLM fashions, a text-based despair detection accuracy of 90.2% and a specificity of 95.5% had been achieved. With this, Doctorpresso has offered the expertise to detect despair early based mostly on user-generated diary knowledge.
“Journal writing is called a therapeutic software that promotes emotional expression and self-reflection, and this research confirmed that such textual knowledge will be very helpful for the early analysis of despair,” mentioned Dr. Daun Shin (Chief Medical Officer of Doctorpresso, Division). of Psychiatry at Korea College Anam Hospital), who performed the research. “The significance of analysis on qualitative digital expression in addition to quantitative indicators will improve.”
The Doctorpresso expertise utilizing this research is predicted to significantly contribute to the early detection of despair and assist deal with and forestall it higher.
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SOURCE DoctorPresso