Machine learning in medicine
Machine Learning in Medicine In this view of the future of medicine, patient–provider
interactions are informed and supported by massive amounts of data from interactions with …
interactions are informed and supported by massive amounts of data from interactions with …
[HTML][HTML] Physician stress and burnout
SW Yates - The American journal of medicine, 2020 - Elsevier
Tens (or hundreds) of thousands of Americans die each year as a result of preventable
medical errors. Changes in the practice and business of medicine have caused some to …
medical errors. Changes in the practice and business of medicine have caused some to …
[HTML][HTML] Changes in burnout and satisfaction with work-life integration in physicians and the general US working population between 2011 and 2017
Objective To evaluate the prevalence of burnout and satisfaction with work-life integration
among physicians and other US workers in 2017 compared with 2011 and 2014 …
among physicians and other US workers in 2017 compared with 2011 and 2014 …
A brief instrument to assess both burnout and professional fulfillment in physicians: reliability and validity, including correlation with self-reported medical errors, in a …
Objective The objective of this study was to evaluate the performance of the Professional
Fulfillment Index (PFI), a 16-item instrument to assess physicians' professional fulfillment …
Fulfillment Index (PFI), a 16-item instrument to assess physicians' professional fulfillment …
[HTML][HTML] Effect of organization-directed workplace interventions on physician burnout: a systematic review
PF DeChant, A Acs, KB Rhee, TS Boulanger… - … : Innovations, Quality & …, 2019 - Elsevier
To assess the impact of organization-directed workplace interventions on physician burnout,
including stress or job satisfaction in all settings, we conducted a systematic review of the …
including stress or job satisfaction in all settings, we conducted a systematic review of the …
Burnout, career satisfaction, and well-being among US neurologists in 2016
Objective: To study prevalence of and factors that contribute to burnout, career satisfaction,
and well-being in US neurologists. Methods: A total of 4,127 US American Academy of …
and well-being in US neurologists. Methods: A total of 4,127 US American Academy of …
[HTML][HTML] Healing the professional culture of medicine
TD Shanafelt, E Schein, LB Minor, M Trockel… - Mayo Clinic …, 2019 - Elsevier
The past decade has been a time of great change for US physicians. Many physicians feel
that the care delivery system has become a barrier to providing high-quality care rather than …
that the care delivery system has become a barrier to providing high-quality care rather than …
Utilization of artificial intelligence in disease prevention: Diagnosis, treatment, and implications for the healthcare workforce
Artificial intelligence (AI) has been described as one of the extremely effective and promising
scientific tools available to mankind. AI and its associated innovations are becoming more …
scientific tools available to mankind. AI and its associated innovations are becoming more …
Organizational strategies to reduce physician burnout and improve professional fulfillment
K Olson, D Marchalik, H Farley, SM Dean… - Current problems in …, 2019 - Elsevier
Burnout is highly prevalent among physicians and has been associated with negative
outcomes for physicians, patients, staff, and health-care organizations. Reducing physician …
outcomes for physicians, patients, staff, and health-care organizations. Reducing physician …
[HTML][HTML] AI-enabled organoids: Construction, analysis, and application
L Bai, Y Wu, G Li, W Zhang, H Zhang, J Su - Bioactive Materials, 2024 - Elsevier
Organoids, miniature and simplified in vitro model systems that mimic the structure and
function of organs, have attracted considerable interest due to their promising applications in …
function of organs, have attracted considerable interest due to their promising applications in …