Machine learning for dementia prediction: a systematic review and future research directions

A Javeed, AL Dallora, JS Berglund, A Ali, L Ali… - Journal of medical …, 2023 - Springer
Abstract Nowadays, Artificial Intelligence (AI) and machine learning (ML) have successfully
provided automated solutions to numerous real-world problems. Healthcare is one of the …

Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review

S Kumar, I Oh, S Schindler, AM Lai, PRO Payne… - JAMIA …, 2021 - academic.oup.com
Objective Alzheimer disease (AD) is the most common cause of dementia, a syndrome
characterized by cognitive impairment severe enough to interfere with activities of daily life …

Improving antimicrobial use through better diagnosis: the relationship between diagnostic stewardship and antimicrobial stewardship

TSN Ku, M Al Mohajer, JA Newton… - Infection Control & …, 2023 - cambridge.org
Antimicrobial stewardship programs (ASPs) exist to optimize antibiotic use, reduce selection
for antimicrobial-resistant microorganisms, and improve patient outcomes. Rapid and …

The role of medical data in efficient patient care delivery: a review

K Adane, M Gizachew, S Kendie - Risk management and …, 2019 - Taylor & Francis
Background Implementing accurate data management systems ensure safe and efficient
transfer of confidential health care data. However, health care professionals overlooked their …

Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review

MZ Raban, PJ Gates, S Gamboa… - Journal of the …, 2023 - academic.oup.com
Objectives To describe the application of nudges within electronic health records (EHRs)
and their effects on inpatient care delivery, and identify design features that support effective …

Designing to debias: Measuring and reducing public managers' anchoring bias

R Nagtegaal, L Tummers… - Public Administration …, 2020 - Wiley Online Library
Public managers' decisions are affected by cognitive biases. For instance, employees'
previous year's performance ratings influence new ratings irrespective of actual …

Designing nudges for success in health care

JD Harrison, MS Patel - AMA Journal of Ethics, 2020 - journalofethics.ama-assn.org
Designing Nudges for Success in Health Care | Journal of Ethics | American Medical
Association Skip to main content AMA Journal of Ethics ® Illuminating the Art of Medicine Main …

Developing persuasive systems for marketing: The interplay of persuasion techniques, customer traits and persuasive message design

A Braca, P Dondio - Italian Journal of Marketing, 2023 - Springer
This paper presents a comprehensive review of persuasion techniques and their
applications in the context of designing persuasive communication systems for marketing …

Nudging healthcare professionals towards evidence-based medicine: a systematic scoping review

R Nagtegaal, L Tummers, M Noordegraaf… - Journal of Behavioral …, 2019 - journal-bpa.org
Translating medical evidence into practice is difficult. Key challenges in applying evidence-
based medicine are information overload and that evidence needs to be used in context by …

The association of antibiotic stewardship with fluoroquinolone prescribing in Michigan hospitals: a multi-hospital cohort study

VM Vaughn, T Gandhi, A Conlon… - Clinical infectious …, 2019 - academic.oup.com
Background Fluoroquinolones increase the risk of Clostridioides difficile infection and
antibiotic resistance. Hospitals often use pre-prescription approval or prospective audit and …