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A comprehensive survey of large language models and multimodal large language models in medicine
H **ao, F Zhou, X Liu, T Liu, Z Li, X Liu, X Huang - Information Fusion, 2024 - Elsevier
Since the release of ChatGPT and GPT-4, large language models (LLMs) and multimodal
large language models (MLLMs) have attracted widespread attention for their exceptional …
large language models (MLLMs) have attracted widespread attention for their exceptional …
Has multimodal learning delivered universal intelligence in healthcare? A comprehensive survey
The rapid development of artificial intelligence has constantly reshaped the field of
intelligent healthcare and medicine. As a vital technology, multimodal learning has …
intelligent healthcare and medicine. As a vital technology, multimodal learning has …
From text to multimodality: Exploring the evolution and impact of large language models in medical practice
Large Language Models (LLMs) have rapidly evolved from text-based systems to
multimodal platforms, significantly impacting various sectors including healthcare. This …
multimodal platforms, significantly impacting various sectors including healthcare. This …
A perspective for adapting generalist ai to specialized medical ai applications and their challenges
The integration of Large Language Models (LLMs) into medical applications has sparked
widespread interest across the healthcare industry, from drug discovery and development to …
widespread interest across the healthcare industry, from drug discovery and development to …
An AI Agent for Fully Automated Multi‐Omic Analyses
With the fast‐growing and evolving omics data, the demand for streamlined and adaptable
tools to handle bioinformatics analysis continues to grow. In response to this need …
tools to handle bioinformatics analysis continues to grow. In response to this need …
[HTML][HTML] Exploring the Role of Large Language Models in Melanoma: A Systematic Review
Objective: This systematic review evaluates the current applications, advantages, and
challenges of large language models (LLMs) in melanoma care. Methods: A systematic …
challenges of large language models (LLMs) in melanoma care. Methods: A systematic …
Generative ai in medicine
The increased capabilities of generative AI have dramatically expanded its possible use
cases in medicine. We provide a comprehensive overview of generative AI use cases for …
cases in medicine. We provide a comprehensive overview of generative AI use cases for …
Investigating the quality of dermamnist and fitzpatrick17k dermatological image datasets
The remarkable progress of deep learning in dermatological tasks has brought us closer to
achieving diagnostic accuracies comparable to those of human experts. However, while …
achieving diagnostic accuracies comparable to those of human experts. However, while …
ChatExosome: An Artificial Intelligence (AI) Agent Based on Deep Learning of Exosomes Spectroscopy for Hepatocellular Carcinoma (HCC) Diagnosis
Z Yang, T Tian, J Kong, H Chen - Analytical Chemistry, 2025 - ACS Publications
Large language models (LLMs) hold significant promise in the field of medical diagnosis.
There are still many challenges in the direct diagnosis of hepatocellular carcinoma (HCC). α …
There are still many challenges in the direct diagnosis of hepatocellular carcinoma (HCC). α …
Evaluating and Advancing Large Language Models for Water Knowledge Tasks in Engineering and Research
Although large language models (LLMs) have demonstrated significant value in numerous
fields, there remains limited research on evaluating their performance or enhancing their …
fields, there remains limited research on evaluating their performance or enhancing their …