Accessibility settings

This paper is in the following e-collection/theme issue:

Viewpoints (88) Clinical Information and Decision Making (3972) Digital Health, Telehealth and e-Innovation in Clinical Settings (761) Adoption and Change Management of eHealth Systems (1176) Decision Support for Health Professionals (2408) Pathology and Laboratory Medicine (58)

Published on in Vol 14 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/46007, first published .
Man in office reviewing spreadsheet data on laptop, highlighting rows.

An Automated Clinical Laboratory Decision Support System for Test Utilization, Medical Necessity Verification, and Payment Processing

An Automated Clinical Laboratory Decision Support System for Test Utilization, Medical Necessity Verification, and Payment Processing

Authors of this article:

Safedin Beqaj1 Author Orcid Image ;   Rojeet Shrestha2 Author Orcid Image ;   Tim Hamill3 Author Orcid Image
Article Authors Cited by (1) Tweetations Metrics

Journals

  1. Ringel C, Terhardt A, Sure M, Kaftan P, Schlüter C, Al Dakkak S, Staritzbichler R, Kaiser T. Clinical Decision Support Systems in Laboratory Medicine: Where Do We Stand Today and What Challenges Remain? A Systematic Review. Journal of Personalized Medicine 2026;16(11):555 View