Current machine learning models for predicting the length of stay for acute stroke lack clinical utility and reliability. This scoping review highlights areas for improvement to develop more robust, interpretable, generalizable, and clinically actionable models that optimize personalized clinical pathways and support precise decision‐making for stroke ...
Zhenran Xu +4 more
wiley +1 more source
Age-group differential trends in the incidence of herpes zoster during 2010-2024 using Korean national healthcare claim data. [PDF]
Cho H, Choe YJ, Shin JY, Choi B.
europepmc +1 more source
ABSTRACT Even though data on hospital admissions are widely used in health research, hospitalization‐related estimands measured using these data are not always clearly conceptualized. Consequently, estimators of these quantities can have unclear rationales and undesirable properties.
Aditya Jain +7 more
wiley +1 more source
Unveiling the Demographics and Clinical Characteristics of Diabetic Neuropathy: Findings From the National Health Insurance Service, 2012-2017. [PDF]
Jeong SJ, Kim SK, Kim CH.
europepmc +1 more source
Beyond Tobacco Prevention: The Effects of Tobacco 21 Laws on Young Adults' Body Weight
ABSTRACT Tobacco 21 (T21) laws effectively reduce youth tobacco use by preventing initiation. This study examines their impact on body weight among young adults aged 18–20. Using 2009–2019 Behavioral Risk Factor Surveillance System data and a two‐way fixed‐effects difference‐in‐differences (DID) design, we find limited evidence of broad weight changes ...
Qihua Qiu, Jaesang Sung
wiley +1 more source
Pain medication use in patients with X-linked hypophosphatemia treated with burosumab: a retrospective real-world study. [PDF]
Macica CM +5 more
europepmc +1 more source
ABSTRACT Introduction Depression and anxiety are common in patients with head and neck cancer (HNC), but their impacts on postoperative outcomes after major HNC surgery are not well defined. We evaluated whether preexisting, clinically diagnosed depression or anxiety independently predicted short‐term postoperative outcomes among adults undergoing HNC ...
Xiaodan Hu +9 more
wiley +1 more source
Herbal medicine evaluation for reimbursement-based post-stroke sequelae (HERB-PSS): a retrospective analysis using Korean health insurance claim data, 2020-2024. [PDF]
Kim SD +5 more
europepmc +1 more source
Freestanding emergency department compliance with consumer protections: evidence from Texas. [PDF]
Marthey D +3 more
europepmc +1 more source
Unlocking the Future of Insurance: The Power of Open Data, Digital Transformation, and Human Talent
ABSTRACT Despite rapid technological advancement in insurance, there remains a critical gap in understanding how open data initiatives affect employee digital competencies and organizational transformation. This research investigates this relationship through a systematic review of 51 scholarly articles published between 2018 and 2024, using structured
Narongsak Sukma, Siriporn Yamnill
wiley +1 more source

