Prospects for AI clinical summarization to reduce the burden of patient chart review

Autor: Chanseo Lee, Kimon A. Vogt, Sonu Kumar

Publikováno v: Frontiers in Digital Health, Vol 6 (2024)

Effective summarization of unstructured patient data in electronic health records (EHRs) is crucial for accurate diagnosis and efficient patient care, yet clinicians often struggle with information overload and time constraints. This review dives int

Externí odkaz: https://doaj.org/article/e1f12764d238423b8ba4584099f359e1

Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets

Autor: Steven M. Asch, Lester Mackey, Mary K. Goldstein, Jonathan H. Chen, Russ B. Altman

Publikováno v: Journal of the American Medical Informatics Association : JAMIA

Objective: Build probabilistic topic model representations of hospital admissions processes and compare the ability of such models to predict clinical order patterns as compared to preconstructed order sets.Materials and Methods: The authors evaluate

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::da162d3b0e5ad4dbef503f29921e35b3
http://europepmc.org/articles/PMC5391730

A novel system for the automatic extraction of a patient problem summary

Autor: Maria Mercorella, Mario Ciampi, Crescenzo Diomaiuta, Giuseppe De Pietro

Publikováno v: ISCC
22nd IEEE Symposium on Computers and Communication (ISCC 2017), pp. 182–186, Heraklion, Greece, Greece, 3-6 July 2017
info:cnr-pdr/source/autori:Crescenzo Diomaiuta, Maria Mercorella, Mario Ciampi, Giuseppe De Pietro/congresso_nome:22nd IEEE Symposium on Computers and Communication (ISCC 2017)/congresso_luogo:Heraklion, Greece, Greece/congresso_data:3-6 July 2017/anno:2017/pagina_da:182/pagina_a:186/intervallo_pagine:182–186

Clinical summarization means the collection and synthesis of a patient's significant data, undertaken in order to support health-care providers in the process of patient care. Considering that medical information comes from multiple sources, a system

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0e56232053aa71fc0abb0cc5e3b20248
https://doi.org/10.1109/iscc.2017.8024526

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