Data drift in medical machine learning: implications and potential remedies
Data drift refers to differences between the data used in training a machine learning (ML)
model and that applied to the model in real-world operation. Medical ML systems can be …
model and that applied to the model in real-world operation. Medical ML systems can be …
The effect of thermoregulation quality improvement initiatives on the admission temperature of premature/very low birth‐weight infants in neonatal intensive care units …
D Donnellan, Z Moore, D Patton… - … for Specialists in …, 2020 - Wiley Online Library
Purpose The purpose of this review was to ascertain the impact of thermoregulation quality
improvement initiatives (QIs) on the admission temperatures of premature/very‐low‐birth …
improvement initiatives (QIs) on the admission temperatures of premature/very‐low‐birth …
Reliability of risk-adjusted outcomes for profiling hospital surgical quality
Importance Quality improvement platforms commonly use risk-adjusted morbidity and
mortality to profile hospital performance. However, given small hospital caseloads and low …
mortality to profile hospital performance. However, given small hospital caseloads and low …
Impact of clinical decision support on head computed tomography use in patients with mild traumatic brain injury in the ED
Background Reduction of unnecessary head computed tomographies (CTs) in patients with
mild traumatic brain injury (MTBI) was recently endorsed by American College of Emergency …
mild traumatic brain injury (MTBI) was recently endorsed by American College of Emergency …
The impact of a prescription review and prescriber feedback system on prescribing practices in primary care clinics: a cluster randomised trial
WY Lim, AS Hss, LM Ng, SR John Jasudass… - BMC family …, 2018 - Springer
Background To evaluate the effectiveness of a structured prescription review and prescriber
feedback program in reducing prescribing errors in government primary care clinics within …
feedback program in reducing prescribing errors in government primary care clinics within …
Practice transformation under the University of Colorado's primary care redesign model
PC Smith, C Lyon, AF English… - The Annals of Family …, 2019 - Annals Family Med
PURPOSE We compared the transformation experience of 2 family medicine practices that
implemented the Primary Care Redesign (PCR) team-based model to improve access …
implemented the Primary Care Redesign (PCR) team-based model to improve access …
Clinical decision support increases diagnostic yield of computed tomography for suspected pulmonary embolism
Objective Determine effects of evidence-based clinical decision support (CDS) on the use
and yield of computed tomographic pulmonary angiography for suspected pulmonary …
and yield of computed tomographic pulmonary angiography for suspected pulmonary …
[HTML][HTML] Effectiveness of a pharmacist-led quality improvement program to reduce medication errors during hospital discharge
D George, ND Supramaniam… - Pharmacy Practice …, 2019 - SciELO Espana
GEORGE, Doris et al. Effectiveness of a pharmacist-led quality improvement program to
reduce medication errors during hospital discharge. Pharmacy Pract (Granada)[online] …
reduce medication errors during hospital discharge. Pharmacy Pract (Granada)[online] …
An electronic referral and social work protocol to improve access to mental health services
KM Peters, G Sadler, E Miller, A Radovic - Pediatrics, 2018 - publications.aap.org
METHODS: We examined the effectiveness of 2 mental health quality improvement
strategies: an electronic referral and a social work follow-up protocol. We analyzed the …
strategies: an electronic referral and a social work follow-up protocol. We analyzed the …
JOURNAL CLUB: predictors of provider response to clinical decision support: lessons learned from the Medicare imaging demonstration
IK Ip, R Lacson, K Hentel, S Malhotra… - American Journal of …, 2017 - Am Roentgen Ray Soc
OBJECTIVE. The efficacy of imaging clinical decision support (CDS) varies. Our objective
was to identify CDS factors contributing to imaging order cancellation or modification …
was to identify CDS factors contributing to imaging order cancellation or modification …