Machine learning enables legal risk assessment in internet healthcare using HIPAA data

Machine learning enables legal risk assessment in internet healthcare using HIPAA data

Abstract This study explores how artificial intelligence technologies can enhance the regulatory capacity for legal risks in internet healthcare based on a machine learning (ML) analytical framework and utilizes data from the health insurance portability and accountability act (HIPAA) database. The...

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Bibliographic Details
Main Authors: Shixian Liu, Hailing Liu, Siyu Fan, Leming Song, Zeyu Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Internet healthcare
Legal risk
Machine learning
Risk assessment
Deep neural network
Online Access:https://doi.org/10.1038/s41598-025-13720-x
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https://doi.org/10.1038/s41598-025-13720-x

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