[HTML][HTML] Large language models in healthcare and medical domain: A review

ZA Nazi, W Peng - Informatics, 2024 - mdpi.com
The deployment of large language models (LLMs) within the healthcare sector has sparked
both enthusiasm and apprehension. These models exhibit the remarkable ability to provide …

[HTML][HTML] The opportunities and risks of large language models in mental health

HR Lawrence, RA Schneider, SB Rubin… - JMIR Mental …, 2024 - mental.jmir.org
Global rates of mental health concerns are rising, and there is increasing realization that
existing models of mental health care will not adequately expand to meet the demand. With …

Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects

MU Hadi, R Qureshi, A Shah, M Irfan, A Zafar… - Authorea …, 2023 - techrxiv.org
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

MentaLLaMA: interpretable mental health analysis on social media with large language models

K Yang, T Zhang, Z Kuang, Q ** review
J Zaghir, M Naguib, M Bjelogrlic, A Névéol… - Journal of Medical …, 2024 - jmir.org
Background Prompt engineering, focusing on crafting effective prompts to large language
models (LLMs), has garnered attention for its capabilities at harnessing the potential of …

[HTML][HTML] Large language models for mental health applications: Systematic review

Z Guo, A Lai, JH Thygesen, J Farrington, T Keen… - JMIR mental …, 2024 - mental.jmir.org
Background: Large language models (LLMs) are advanced artificial neural networks trained
on extensive datasets to accurately understand and generate natural language. While they …

[HTML][HTML] The role of humanization and robustness of large language models in conversational artificial intelligence for individuals with depression: a critical analysis

A Ferrario, J Sedlakova, M Trachsel - JMIR Mental Health, 2024 - mental.jmir.org
Large language model (LLM)–powered services are gaining popularity in various
applications due to their exceptional performance in many tasks, such as sentiment analysis …