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[HTML][HTML] ChatGPT in healthcare: a taxonomy and systematic review
The recent release of ChatGPT, a chat bot research project/product of natural language
processing (NLP) by OpenAI, stirs up a sensation among both the general public and …
processing (NLP) by OpenAI, stirs up a sensation among both the general public and …
A survey of large language models in medicine: Progress, application, and challenge
Large language models (LLMs), such as ChatGPT, have received substantial attention due
to their capabilities for understanding and generating human language. While there has …
to their capabilities for understanding and generating human language. While there has …
Adapted large language models can outperform medical experts in clinical text summarization
Analyzing vast textual data and summarizing key information from electronic health records
imposes a substantial burden on how clinicians allocate their time. Although large language …
imposes a substantial burden on how clinicians allocate their time. Although large language …
MIMIC-IV, a freely accessible electronic health record dataset
AEW Johnson, L Bulgarelli, L Shen, A Gayles… - Scientific data, 2023 - nature.com
Digital data collection during routine clinical practice is now ubiquitous within hospitals. The
data contains valuable information on the care of patients and their response to treatments …
data contains valuable information on the care of patients and their response to treatments …
Clinical text summarization: adapting large language models can outperform human experts
Sifting through vast textual data and summarizing key information from electronic health
records (EHR) imposes a substantial burden on how clinicians allocate their time. Although …
records (EHR) imposes a substantial burden on how clinicians allocate their time. Although …
Counterfactual explanations and algorithmic recourses for machine learning: A review
S Verma, V Boonsanong, M Hoang, K Hines… - ACM Computing …, 2024 - dl.acm.org
Machine learning plays a role in many deployed decision systems, often in ways that are
difficult or impossible to understand by human stakeholders. Explaining, in a human …
difficult or impossible to understand by human stakeholders. Explaining, in a human …
Accuracy of ChatGPT, Google Bard, and Microsoft Bing for simplifying radiology reports
Accuracy of ChatGPT, Google Bard, and Microsoft Bing for Simplifying Radiology Reports |
Radiology RSNA "skipMainNavigation" closeDrawerMenuopenDrawerMenu Home Journals All …
Radiology RSNA "skipMainNavigation" closeDrawerMenuopenDrawerMenu Home Journals All …
Muse: Machine unlearning six-way evaluation for language models
Language models (LMs) are trained on vast amounts of text data, which may include private
and copyrighted content. Data owners may request the removal of their data from a trained …
and copyrighted content. Data owners may request the removal of their data from a trained …
Computational approaches for modeling and structural design of biological systems: A comprehensive review
E Gayathiri, P Prakash, P Kumaravel… - Progress in Biophysics …, 2023 - Elsevier
The convergence of biology and computational science has ushered in a revolutionary era,
revolutionizing our understanding of biological systems and providing novel solutions to …
revolutionizing our understanding of biological systems and providing novel solutions to …
Privacy-preserving large language models for structured medical information retrieval
Most clinical information is encoded as free text, not accessible for quantitative analysis. This
study presents an open-source pipeline using the local large language model (LLM)“Llama …
study presents an open-source pipeline using the local large language model (LLM)“Llama …