[HTML][HTML] A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics
The utilization of large language models (LLMs) for Healthcare has generated both
excitement and concern due to their ability to effectively respond to free-text queries with …
excitement and concern due to their ability to effectively respond to free-text queries with …
Structured prompt interrogation and recursive extraction of semantics (SPIRES): A method for populating knowledge bases using zero-shot learning
Motivation Creating knowledge bases and ontologies is a time consuming task that relies on
manual curation. AI/NLP approaches can assist expert curators in populating these …
manual curation. AI/NLP approaches can assist expert curators in populating these …
BioELECTRA: pretrained biomedical text encoder using discriminators
Recent advancements in pretraining strategies in NLP have shown a significant
improvement in the performance of models on various text mining tasks. We apply 'replaced …
improvement in the performance of models on various text mining tasks. We apply 'replaced …
Information extraction from electronic medical documents: state of the art and future research directions
In the medical field, a doctor must have a comprehensive knowledge by reading and writing
narrative documents, and he is responsible for every decision he takes for patients …
narrative documents, and he is responsible for every decision he takes for patients …
Gatortron: A large clinical language model to unlock patient information from unstructured electronic health records
A systematic review of transformer-based pre-trained language models through self-supervised learning
Transfer learning is a technique utilized in deep learning applications to transmit learned
inference to a different target domain. The approach is mainly to solve the problem of a few …
inference to a different target domain. The approach is mainly to solve the problem of a few …
A sco** review of using large language models (LLMs) to investigate electronic health records (EHRs)
Electronic Health Records (EHRs) play an important role in the healthcare system. However,
their complexity and vast volume pose significant challenges to data interpretation and …
their complexity and vast volume pose significant challenges to data interpretation and …