Innovations in Medicine: Exploring ChatGPT's Impact on Rare Disorder Management.
Stefania ZampattiCristina PeconiRaffaella CascellaGiulia CalvinoGiulia TrastulliRaffaella CascellaClaudia StrafellaCarlo CaltagironeEmiliano GiardinaPublished in: Genes (2024)
Artificial intelligence (AI) is rapidly transforming the field of medicine, announcing a new era of innovation and efficiency. Among AI programs designed for general use, ChatGPT holds a prominent position, using an innovative language model developed by OpenAI. Thanks to the use of deep learning techniques, ChatGPT stands out as an exceptionally viable tool, renowned for generating human-like responses to queries. Various medical specialties, including rheumatology, oncology, psychiatry, internal medicine, and ophthalmology, have been explored for ChatGPT integration, with pilot studies and trials revealing each field's potential benefits and challenges. However, the field of genetics and genetic counseling, as well as that of rare disorders, represents an area suitable for exploration, with its complex datasets and the need for personalized patient care. In this review, we synthesize the wide range of potential applications for ChatGPT in the medical field, highlighting its benefits and limitations. We pay special attention to rare and genetic disorders, aiming to shed light on the future roles of AI-driven chatbots in healthcare. Our goal is to pave the way for a healthcare system that is more knowledgeable, efficient, and centered around patient needs.
Keyphrases
- artificial intelligence
- deep learning
- healthcare
- machine learning
- big data
- endothelial cells
- convolutional neural network
- palliative care
- public health
- autism spectrum disorder
- copy number
- human health
- case report
- study protocol
- hepatitis c virus
- health insurance
- induced pluripotent stem cells
- rheumatoid arthritis
- men who have sex with men
- health information
- human immunodeficiency virus
- antiretroviral therapy
- hiv infected