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research-article
Benchmarking of Anesthesia and Surgical Control Times by Current Procedural Terminology (CPT®) Codes
Abstract

Over half of hospital revenue results from perioperative patient care, thus emphasizing the importance of efficient resource utilization within a hospital’s suite of operating rooms (ORs). Predicting surgical case duration, including Anesthesia-...

research-article
Improving Data Collection and Abstraction to Assess Health Equity in Trauma Care
Abstract

Current trauma registries suffer from inconsistent collection of data needed to assess health equity. To identify barriers/facilitators to collecting accurate equity-related data elements, we assessed perspectives of national stakeholders, ...

research-article
Clinical Explainability Failure (CEF) & Explainability Failure Ratio (EFR) – Changing the Way We Validate Classification Algorithms
Abstract

Adoption of Artificial Intelligence (AI) algorithms into the clinical realm will depend on their inherent trustworthiness, which is built not only by robust validation studies but is also deeply linked to the explainability and interpretability of ...

research-article
Chronic-pharma: New Platform for Chronic Patients Pharmacotherapy Optimization
Abstract

We describe the technological development of a web platform named CHRONIC-PHARMA that integrates three prescription support tools for patients with chronic diseases: Anticholinergic Burden Calculator (ABC), LESS-CHRON criteria and TRIGGER-CHRON. ...

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