Risk scoring for the primary prevention of cardiovascular disease

KN Karmali, SD Persell, P Perel… - Cochrane Database …, 2017 - cochranelibrary.com
Background The current paradigm for cardiovascular disease (CVD) emphasises absolute
risk assessment to guide treatment decisions in primary prevention. Although the derivation …

" Hello AI": uncovering the onboarding needs of medical practitioners for human-AI collaborative decision-making

CJ Cai, S Winter, D Steiner, L Wilcox… - Proceedings of the ACM on …, 2019 - dl.acm.org
Although rapid advances in machine learning have made it increasingly applicable to expert
decision-making, the delivery of accurate algorithmic predictions alone is insufficient for …

“Brilliant AI doctor” in rural clinics: Challenges in AI-powered clinical decision support system deployment

D Wang, L Wang, Z Zhang, D Wang, H Zhu… - Proceedings of the …, 2021 - dl.acm.org
Artificial intelligence (AI) technology has been increasingly used in the implementation of
advanced Clinical Decision Support Systems (CDSS). Research demonstrated the potential …

Implementation strategies to improve statin utilization in individuals with hypercholesterolemia: a systematic review and meta-analysis

LK Jones, S Tilberry, C Gregor, LH Yaeger, Y Hu… - Implementation …, 2021 - Springer
Background Numerous implementation strategies to improve utilization of statins in patients
with hypercholesterolemia have been utilized, with varying degrees of success. The aim of …

Cost and economic benefit of clinical decision support systems for cardiovascular disease prevention: a community guide systematic review

V Jacob, AB Thota, SK Chattopadhyay… - Journal of the …, 2017 - academic.oup.com
Objective: This review evaluates costs and benefits associated with acquiring, implementing,
and operating clinical decision support systems (CDSSs) to prevent cardiovascular disease …

[HTML][HTML] Artificial intelligence-based clinical decision support systems in cardiovascular diseases

S Bozyel, E Şimşek, D Koçyiğit, A Güler… - Anatolian Journal of …, 2024 - ncbi.nlm.nih.gov
Despite all the advancements in science, medical knowledge, healthcare, and the
healthcare industry, cardiovascular disease (CVD) remains the leading cause of morbidity …

Knowledge management as a driver of performance in ambulatory healthcare–a systematic literature review through an intellectual capital lens

NS Pflugfelder - Journal of Intellectual Capital, 2021 - emerald.com
Purpose The purpose of this study is to investigate how Knowledge Management (KM) and
Intellectual Capital (IC) can increase the organizational performance of ambulatory …

Prevalence, treatment, and control of hypercholesterolemia in high cardiovascular risk patients: evidences from a systematic literature review in Spain

A de la Sierra, X Pintó, C Guijarro, JL Miranda… - Advances in …, 2015 - Springer
Abstract Introduction Cardiovascular diseases (CVDs) represent a major Public Health
burden. High serum cholesterol levels have been linked to major CV risk. The objectives of …

AI-CDSS design guidelines and practice verification

X He, X Zheng, H Ding, Y Liu, H Zhu - International Journal of …, 2024 - Taylor & Francis
This study presents systematic design guidelines for AI-powered clinical decision support
systems (AI-CDSS) based on a comprehensive literature review and theme analysis. The …

[HTML][HTML] EHR-based visualization tool: adoption rates, satisfaction, and patient outcomes

RE Foraker, B Kite, MM Kelley, AM Lai, C Roth… - eGEMs, 2015 - ncbi.nlm.nih.gov
Background: Electronic health records (EHRs) have the potential to enhance patient-
provider communication and improve patient outcomes. However, in order to impact patient …