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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 …
A comprehensive survey of foundation models in medicine
Foundation models (FMs) are large-scale deeplearning models that are developed using
large datasets and self-supervised learning methods. These models serve as a base for …
large datasets and self-supervised learning methods. These models serve as a base for …
[HTML][HTML] Longitudinal data and a semantic similarity reward for chest X-ray report generation
Radiologists face high burnout rates, partially due to the increasing volume of Chest X-rays
(CXRs) requiring interpretation and reporting. Automated CXR report generation holds …
(CXRs) requiring interpretation and reporting. Automated CXR report generation holds …
Topicwise Separable Sentence Retrieval for Medical Report Generation
Automated radiology reporting holds immense clinical potential in alleviating the
burdensome workload of radiologists and mitigating diagnostic bias. Recently, retrieval …
burdensome workload of radiologists and mitigating diagnostic bias. Recently, retrieval …
Large Language Model for Medical Images: A Survey of Taxonomy, Systematic Review, and Future Trends
The advent of Large Language Models (LLMs) has sparked considerable interest in the
medical image domain, as they can generalize to multiple tasks and offer outstanding …
medical image domain, as they can generalize to multiple tasks and offer outstanding …
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It
This study investigates the integration of diverse patient data sources into multimodal
language models for automated chest X-ray (CXR) report generation. Traditionally, CXR …
language models for automated chest X-ray (CXR) report generation. Traditionally, CXR …
WoLF: Wide-scope Large Language Model Framework for CXR Understanding
Significant methodological strides have been made toward Chest X-ray (CXR)
understanding via modern vision-language models (VLMs), demonstrating impressive …
understanding via modern vision-language models (VLMs), demonstrating impressive …
Adopting Generative AI with Precaution in Dentistry: A Review and Reflection
M Xu, C Ye, Z Zeng, C Chang, S Qi… - … on Digital Health …, 2024 - ieeexplore.ieee.org
The progress in large language models (LLMs) brings much excitement and efforts in
medical artificial intelligence, which could transform patient-doctor conversation while …
medical artificial intelligence, which could transform patient-doctor conversation while …