[HTML][HTML] Assessing the Impact of ChatGPT in Dermatology: A Comprehensive Rapid Review

P Goktas, A Grzybowski - Journal of Clinical Medicine, 2024 - mdpi.com
Background/Objectives: The use of artificial intelligence (AI) in dermatology is expanding
rapidly, with ChatGPT, a large language model (LLM) from OpenAI, showing promise in …

[HTML][HTML] Fine-tuning llms for specialized use cases

DM Anisuzzaman, JG Malins, PA Friedman… - Mayo Clinic Proceedings …, 2024 - Elsevier
Large language models (LLMs) are a type of artificial intelligence, and operate by predicting
and assembling sequences of words that are statistically likely to follow from a given text …

A General-Purpose Multimodal Foundation Model for Dermatology

S Yan, Z Yu, C Primiero, C Vico-Alonso, Z Wang… - arxiv preprint arxiv …, 2024 - arxiv.org
Diagnosing and treating skin diseases require advanced visual skills across multiple
domains and the ability to synthesize information from various imaging modalities. Current …

Taming large language models to implement diagnosis and evaluating the generation of LLMs at the semantic similarity level in acupuncture and moxibustion

S Li, W Tan, C Zhang, J Li, H Ren, Y Guo, J Jia… - Expert Systems with …, 2025 - Elsevier
With the rapid advancement of artificial intelligence and deep learning technologies, large
language models (LLMs) such as ChatGPT and GPT-4 have made significant progress in …

A Framework for Evaluating the Efficacy of Foundation Embedding Models in Healthcare

S Xu, H Gui, V Rotemberg, T Wang, YT Chen… - medRxiv, 2024 - medrxiv.org
Recent interest has surged in building large-scale foundation models for medical
applications. In this paper, we propose a general framework for evaluating the efficacy of …

Fine-Tuning Large Language Models for Specialized Use Cases

DM Anisuzzaman, JG Malins… - Mayo Clinic …, 2025 - mcpdigitalhealth.org
Large language models (LLMs) are a type of artificial intelligence, which operate by
predicting and assembling sequences of words that are statistically likely to follow from a …

Dermatologists' Perspectives and Usage of Large Language Models in Practice: An Exploratory Survey

H Gui, SJ Rezaei, D Schlessinger… - The Journal of …, 2024 - pubmed.ncbi.nlm.nih.gov
Dermatologists' Perspectives and Usage of Large Language Models in Practice: An
Exploratory Survey Dermatologists' Perspectives and Usage of Large Language Models in …

DDI-2: A Diverse Skin Condition Image Dataset Representing Self-Identified Asian Patients

CT Chang, P Pathmarajah, J Allerup… - The Journal of …, 2024 - pubmed.ncbi.nlm.nih.gov
DDI-2: A Diverse Skin Condition Image Dataset Representing Self-Identified Asian Patients
DDI-2: A Diverse Skin Condition Image Dataset Representing Self-Identified Asian Patients J …

Ensuring Equitable Use of Artificial Intelligence Mentorship Tools in Dermatology

H Gui, JL Jia - Academic Medicine, 2024 - journals.lww.com
To the Editor: We read the comments by Burke and Gwillim with great interest. 1 Recent
advancements in artificial intelligence (AI) have resulted in increased applications in various …