Predicting students’ academic progress and related attributes in first-year medical students: an analysis with artificial
"Background Dropout and poor academic performance are persistent problems in medical schools in emerging economies. Identifying at-risk students early and knowing the factors that contribute to their success would be useful for designing educational interventions. Educational Data Mining (EDM) methods...
Source: biomedcentral.com
Artificial intelligence for healthcare and medical education: a systematic review
"After searching and reading a large amount of literature, we were surprised to find that most of the literature related to “AI+medical/medical education” was of low quality... This suggests us to conduct new research or improve the quality of research related to AI and medical/medical education....
Source: nih.gov
Randomised trial of general practitioner online education for prescribing and test ordering Andrew Bonney. Conrad Kobel.
Potentially inappropriate medicine prescriptions and low-value diagnostic testing pose risks to patient safety and increases in health system costs. The aim of the Clinical and Healthcare Improvement through My Health Record usage and Education in General Practice study was to evaluate a scalable online...
Source: nih.gov
Learning Outcomes of High-fidelity versus Table-Top Simulation in Undergraduate Emergency Medicine Education: Prospective,
The student's performance on quantitative medical-knowledge assessment was equivalent between the high-fidelity control and low-fidelity experimental simulation groups. Analysis of knowledge acquisition between the two groups also demonstrated statistical equivalence.
Source: nih.gov
Coaching for Clinician Educators
Branzetti, Jeremy. Love, Linda M.. Schulte, Elaine E. Journal of Graduate Medical Education. Clinician educators (CEs) face manifold challenges, such as teaching under increasing clinical productivity pressures, satisfying evolving accreditation requirements, and combatting trainee and faculty burnout....
Source: allenpress.com
From Health Care Workforce Recuperation to Regeneration
“educators and health care leaders must intentionally train in teamwork and collaboration, have a growth mindset, and create environments of psychological safety on purpose rather than by chance.” “The Executive Vice Dean and Vice Dean for Education at the UCSF School of Medicine and the Assistant...
Source: nejm.org
FDA approves most expensive drug ever, a $3.5 million-per-dose gene therapy for hemophilia B
The single-dose medicine "represents important progress" as the first-ever gene therapy for the rare disorder, the FDA said. ”The Food and Drug Administration cleared Hemgenix, an IV treatment for adults with hemophilia B, the less common form of the genetic disorder which primarily affects men.”
Source: cbsnews.com
Association of the “Weekend Warrior” and Other Leisure-time Physical Activity Patterns With All-Cause and Cause-Specific
This large prospective cohort study of US adults examines whether performing the recommended level of physical activity throughout the week or in fewer days, such as the weekend, influences all-cause, cardiovascular disease, or cancer mortality.
Source: jamanetwork.com
What does the future of work look like for pharma?
The COVID-19 pandemic has accelerated changes to our working world. What does this mean for pharma, and what must the industry do to keep pace? PwC - future of work for pharma costs - pressures on efficienct, increasing R&D costs sustainability and societal impact - pressure on companies to address...
Source: pwc.co.uk
The 10 Trends Shaping the Future of Pharma - The Medical Futurist
The medical community gradually acknowledges digital health but doesn't embrace it entirely. Familiarize yourself with the future of pharma! Medical Futurist 10 trends shaping the future of pharma Patients on advisory boards - to better know the exact needs Digital health strategy 'around the pill'...
Source: medicalfuturist.com
6 expert essays on the future of biotech
How will biotechnology transform our approach to human health? Scientists from the World Economic Forum's Global Future Council share key insights. World Economic Forum future of biotech DNA technology - genetic screening for disease, recombinant protein production, CAR T cells, gene therapy, organoid...
Source: weforum.org
Access to Medicines - inequalities persist but solutions must be found in partnership
Source: efpia.eu
Factors affecting the uptake of new medicines: a systematic literature review - BMC Health Services Research Lublóy, Ágnes.
"This systematic literature review has provided insights into the factors that affect new drug uptake—primarily, doctors’ scientific orientation, prescribing habits, exposure to pharmaceutical marketing, and interpersonal communication." "Background The successful diffusion of new drugs is crucial...
Source: biomedcentral.com
Gout and 'Podagra' in medieval Cambridge, England - PubMed International journal of paleopathology.
"The high prevalence rate of gout in the friary is at least partly explained by the consumption of alcohol and purine-rich diets by the friars and the wealthy townsfolk. Medieval medical texts from Cambridge show that gout (known as podagra) was sometimes treated with medications made from the root of...
Source: nih.gov
Tracking SARS-CoV-2 variants
All viruses, including SARS-CoV-2, the virus that causes COVID-19, change over time. Most changes have little to no impact on the virus’ properties. However, some changes may affect the virus’s properties, such as how easily it spreads, the associated disease severity, or the performance...
Source: who.int
Using GPT-2 to generate Tweets
Last summer I blogged about using a Deep Neural Network to generate tweets but only used 3200 of my tweets. Since then I've used Twitter's archive mechanism to retrieve ALL my tweets (just over 30,000) to train a network. Not any old network - the GPT-2 model from OpenAI. This 'finetuning' of an existing...
AI uses "ugly duckling" technique to spot melanoma with high accuracy
"Artificial intelligence is starting to combine with smartphone technology in ways that could have profound impacts on the way we monitor health, from tracking blood volume changes in diabetics to detecting concussions by filming the eyes." "Using the technology to spot melanoma in its early stages is...
Source: newatlas.com
Brain-Based Learning, Myth versus Reality: Testing Learning Styles and Dual Coding | Science-Based Medicine: Ed. Note: Today
Brain-Based Learning, Myth versus Reality: Testing Learning Styles and Dual Coding | Science-Based Medicine: Ed. Note: Today we present a guest post from Josh Cuevas, a cognitive psychologist and assistant professor in the College of Education at the University of North Georgia. Enjoy! "Since early on...
Source: sciencebasedmedicine.org
Adaptive tutorials versus web-based resources in radiology: a mixed methods analysis in junior doctors of efficacy and engagement:
Adaptive tutorials versus web-based resources in radiology: a mixed methods analysis in junior doctors of efficacy and engagement: Radiology education is limited in undergraduate Medicine programs. Junior doctors might not have the necessary background to effectively order and interpret diagnostic imaging...
Source: biomedcentral.com
A deep learning system for differential diagnosis of skin diseases - PubMed: Skin conditions affect 1.9 billion people.
A deep learning system for differential diagnosis of skin diseases - PubMed: Skin conditions affect 1.9 billion people. Because of a shortage of dermatologists, most cases are seen instead by general practitioners with lower diagnostic accuracy. We present a deep learning system (DLS) to provide a differential...
Source: nih.gov
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