Methodological standards for the development and evaluation of clinical prediction rules: a review of the literature

LE Cowley, DM Farewell, S Maguire… - Diagnostic and prognostic …, 2019 - Springer
Clinical prediction rules (CPRs) that predict the absolute risk of a clinical condition or future
outcome for individual patients are abundant in the medical literature; however, systematic …

Systematic review to understand users perspectives on AI-enabled decision aids to inform shared decision making

N Hassan, R Slight, K Bimpong, DW Bates… - npj Digital …, 2024 - nature.com
Artificial intelligence (AI)-enabled decision aids can contribute to the shared decision-
making process between patients and clinicians through personalised recommendations …

[HTML][HTML] Development of a mobile clinical prediction tool to estimate future depression severity and guide treatment in primary care: user-centered design

C Wachtler, A Coe, S Davidson, S Fletcher… - JMIR mHealth and …, 2018 - mhealth.jmir.org
Background: Around the world, depression is both under-and overtreated. The diamond
clinical prediction tool was developed to assist with appropriate treatment allocation by …

[HTML][HTML] An mHealth App for decision-making support in wound dressing selection (wounDS): Protocol for a user-centered feasibility study

S Jordan, J McSwiggan, J Parker… - JMIR research …, 2018 - researchprotocols.org
Background: Primary care health professionals, especially family physicians, see a variety of
wounds, and yet—despite the frequency of providing wound care—many family physicians …

[HTML][HTML] Clinical prediction rules: a systematic review of healthcare provider opinions and preferences

G Kennedy, B Gallego - International journal of medical informatics, 2019 - Elsevier
Objective The act of predicting clinical endpoints and patient trajectories based on past and
current states is on the precipice of a technological revolution. This systematic review …

Validation of a community-acquired pneumonia score to improve empiric antibiotic selection at an academic medical center

MB Oliver, K Fong, L Certain, ES Spivak… - Antimicrobial Agents …, 2021 - Am Soc Microbiol
ABSTRACT The 2019 American Thoracic Society and the Infectious Diseases Society of
America community-acquired pneumonia (CAP) guidelines recommend that drug-resistant …

Influence of research evidence on the use of cardiovascular clinical prediction rules in primary care: an exploratory qualitative interview study

JW Ban, R Perera, V Williams - BMC Primary Care, 2023 - Springer
Background Cardiovascular clinical prediction rules (CPRs) are widely used in primary care.
They accumulate research evidence through derivation, external validation, and impact …

Melanoma risk assessment and management: a qualitative study among Australian GPs

B Anandasivam, CWM Tam, K McGeechan… - British Journal of …, 2022 - bjgp.org
Background Preventive guidelines for melanoma recommend that patients at high risk of
melanoma receive targeted screening; however, this requires careful selection of those at …

“A catalyst for action”: Factors for implementing clinical risk prediction models of infection in home care settings

D Dowding, D Russell, MV McDonald… - Journal of the …, 2021 - academic.oup.com
Objective The study sought to outline how a clinical risk prediction model for identifying
patients at risk of infection is perceived by home care nurses, and to inform how the output of …

Making predictions under interventions: a case study from the PREDICT-CVD cohort in New Zealand primary care

L Lin, K Poppe, A Wood, GP Martin, N Peek… - Frontiers in …, 2024 - frontiersin.org
Background Most existing clinical prediction models do not allow predictions under
interventions. Such predictions allow predicted risk under different proposed strategies to be …