[HTML][HTML] Large language models in healthcare and medical domain: A review
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 …
both enthusiasm and apprehension. These models exhibit the remarkable ability to provide …
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… - arxiv preprint arxiv …, 2024 - arxiv.org
Since the release of ChatGPT and GPT-4, large language models (LLMs) and multimodal
large language models (MLLMs) have garnered significant attention due to their powerful …
large language models (MLLMs) have garnered significant attention due to their powerful …
Unleashing cheapfakes through trojan plugins of large language models
Open-source Large Language Models (LLMs) have recently gained popularity because of
their comparable performance to proprietary LLMs. To efficiently fulfill domain-specialized …
their comparable performance to proprietary LLMs. To efficiently fulfill domain-specialized …
Generalist embedding models are better at short-context clinical semantic search than specialized embedding models
JB Excoffier, T Roehr, A Figueroa… - arxiv preprint arxiv …, 2024 - arxiv.org
The increasing use of tools and solutions based on Large Language Models (LLMs) for
various tasks in the medical domain has become a prominent trend. Their use in this highly …
various tasks in the medical domain has become a prominent trend. Their use in this highly …
Best Practices for Large Language Models in Radiology
At the heart of radiological practice is the challenge of integrating complex imaging data with
clinical information to produce actionable insights. Nuanced application of language is key …
clinical information to produce actionable insights. Nuanced application of language is key …
The Role of Language Models in Modern Healthcare: A Comprehensive Review
A Khalid, A Khalid, U Khalid - arxiv preprint arxiv:2409.16860, 2024 - arxiv.org
The application of large language models (LLMs) in healthcare has gained significant
attention due to their ability to process complex medical data and provide insights for clinical …
attention due to their ability to process complex medical data and provide insights for clinical …
Biomedical Visual Instruction Tuning with Clinician Preference Alignment
Recent advancements in multimodal foundation models have showcased impressive
capabilities in understanding and reasoning with visual and textual information. Adapting …
capabilities in understanding and reasoning with visual and textual information. Adapting …
Aplicaciones de la Inteligencia Artificial Generativa (IAG) en el Contexto de la Seguridad
B Salgado García - 2024 - openaccess.uoc.edu
Este proyecto explora cómo la IA generativa ofrece tanto oportunidades como desafíos en el
campo de la seguridad. Por un lado, puede crear nuevos vectores de ataque, y por otro …
campo de la seguridad. Por un lado, puede crear nuevos vectores de ataque, y por otro …
[PDF][PDF] An Interface for Clinicians: Finding Crucial Information with Language Models in Electronic Health Records
DJ McInerney - 2024 - repository.library.northeastern.edu
Abstract Machine learning is often employed to solve tasks autonomously, but it is frequently
necessary and more useful to aid domain experts rather than replacing them. Using …
necessary and more useful to aid domain experts rather than replacing them. Using …
BOLTZMANN SEMANTIC SCORE: ASemantic METRIC FOR EVALUATING LARGE VISION MODELS USING LARGE LANGUAGE MODELS
EL VISION - openreview.net
Do Large Vision Models (LVMs) extract medically and semantically relevant features similar
to those identified by human experts? Currently, only biased, qualitative approaches with …
to those identified by human experts? Currently, only biased, qualitative approaches with …