Transforming mental health systems globally: principles and policy recommendations

V Patel, S Saxena, C Lund, B Kohrt, C Kieling… - The Lancet, 2023 - thelancet.com
A burgeoning mental health crisis is emerging globally, regardless of each country's human
resources or spending. We argue that effectively responding to this crisis is impeded by the …

Bias in reinforcement learning: A review in healthcare applications

B Smith, A Khojandi, R Vasudevan - ACM Computing Surveys, 2023 - dl.acm.org
Reinforcement learning (RL) can assist in medical decision making using patient data
collected in electronic health record (EHR) systems. RL, a type of machine learning, can use …

A survey of the attitudes, beliefs and knowledge about medical cannabis among primary care providers

LM Philpot, JO Ebbert, RT Hurt - BMC Family practice, 2019 - Springer
Background Healthcare providers play a critical role in facilitating patient access to medical
cannabis. However, previous surveys suggest only a minority of providers believe that …

Impact of physician race on patient decision-making and ratings of physicians: a randomized experiment using video vignettes

S Saha, MC Beach - Journal of general internal medicine, 2020 - Springer
Background Studies suggest that black patients have better interactions, on average, with
physicians of their own race. Whether this reflects greater “cultural competence” in race …

Decision making criteria in oncology

M Glatzer, CM Panje, C Sirén, N Cihoric, PM Putora - Oncology, 2020 - karger.com
Decision making is one of the most complex skills required of an oncologist and is affected
by a broad range of parameters. For example, the wide variety of treatment options, with …

Multiple chronic conditions and healthcare costs among adults

U Sambamoorthi, X Tan, A Deb - Expert review of …, 2015 - Taylor & Francis
The prevalence of multiple chronic conditions (MCC) is increasing among individuals of all
ages. MCC are associated with poor health outcomes. The presence of MCC has profound …

In search of professional consensus in defining and reducing low-value care.

IA Scott, SJ Duckett - Medical Journal of Australia, 2015 - search.ebscohost.com
The article focuses on the search of professional consensus in low-value medical care
definition and reduction in Australia. Topics discussed include the low value of care that has …

Negotiating “unmeasurable harm and benefit”: perspectives of general practitioners and consultant pharmacists on deprescribing in the primary care setting

K Anderson, M Foster, C Freeman… - Qualitative health …, 2017 - journals.sagepub.com
The use of multiple medicines, known as polypharmacy, poses a risk of harm that is greatest
in older adults with multimorbidity. Deprescribing aims to improve health outcomes through …

Social media and its impact on health care

M Patrick, RD Venkatesh, DR Stukus - Annals of Allergy, Asthma & …, 2022 - Elsevier
Objective Social media has fundamentally changed how the world shares and receives
information. This review offers a perspective for the practicing clinician regarding how …

Practice variation and practice guidelines: attitudes of generalist and specialist physicians, nurse practitioners, and physician assistants

DA Cook, LJ Pencille, DM Dupras, JA Linderbaum… - PloS one, 2018 - journals.plos.org
Objective To understand clinicians' beliefs about practice variation and how variation might
be reduced. Methods We surveyed board-certified physicians (N= 178), nurse practitioners …