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
A systematic review of insight and reflection in post graduate medical education
Great literature synthesis on reflection. "We present a novel description of a hierarchy from discrete episodes of reflection, to cyclic processes that involve reflection, through to a state in which the practitioner is reflective. There is no unified understanding of how an individual ascends this...
Source: wiley.com
Identifying the optimal time period for detection of atrial fibrillation after ischaemic stroke and TIA, an updated systematic
There is an almost 4-fold increase in nAF detection with continuous cardiac monitoring, compared to usual care. The results also demonstrate two statistically significant time periods in nAF detection; at 0-14 days and 6-12 months following monitoring commencement. These data support the utilisation...
Source: nih.gov
Change in clinical practice is slow even when it is obvious change should occur. Changing to a generic drug took 8 months
Change in clinical practice is slow even when it is obvious change should occur. Changing to a generic drug took 8 months and it was 18 months for adopting a guideline on UTI. "Substantial variation was observed in the speed with which individual NHS general practices responded to warranted changes...
Source: bmj.com
AI Evidence Mapping. Developing a fully automated evidence synthesis tool for identifying, assessing and collating the evidence.
AI Evidence Mapping. Developing a fully automated evidence synthesis tool for identifying, assessing and collating the evidence. “Here, we describe a fully automated evidence synthesis system for intervention studies, one that identifies all the relevant evidence, assesses the evidence for reliability...
Source: bmj.com
Training medical students to manage difficult circumstances- a curriculum for resilience and resourcefulness?: In response
Training medical students to manage difficult circumstances- a curriculum for resilience and resourcefulness?: In response to the growing prevalence of physical and emotional burnout amongst medical students and practicing physicians, we sought to find a new methodology to scope a five-year undergraduate...
Source: biomedcentral.com
Identifying low test-taking effort during low-stakes tests with the new Test-taking Effort Short Scale (TESS) - development
Identifying low test-taking effort during low-stakes tests with the new Test-taking Effort Short Scale (TESS) - development and psychometrics: "Low-stakes tests are becoming increasingly important in international assessments of educational progress, and the validity of these results is essential especially...
Source: biomedcentral.com
Machines evaluating applicants? 'So what could admissions look like in 20 years? From a school’s perspective, automation
Machines evaluating applicants? 'So what could admissions look like in 20 years? From a school’s perspective, automation will take on a lot of the human-led work, according to Steve Farmer, Vice Provost for Enrollment and Undergraduate Admissions at the University of North Carolina.' Reports University...
Source: universitybusiness.com
Deep learning network as good as medics at identifying skin cancers. "While there are still many visual tasks where humans
Deep learning network as good as medics at identifying skin cancers. "While there are still many visual tasks where humans perform better than computers, computers are catching up. Part of the reason for computers' progress has been the development of what are called "deep neural networks," which chain...
Source: arstechnica.com
What are the Costs and Benefits of Providing Comprehensive Seven‐day Services for Emergency Hospital Admissions? Meacock,
What are the Costs and Benefits of Providing Comprehensive Seven‐day Services for Emergency Hospital Admissions? Meacock, Rachel. Doran, Tim. Sutton, Matt. Health Economics. "There is as yet no clear evidence that 7-day services will reduce
weekend deaths or can be achieved without increasing weekday...
Source: wiley.com
Spaghetti Strainer Helmet Driver’s License Photo Approved On Religious Grounds: Just over the border from New Hampshire
Spaghetti Strainer Helmet Driver’s License Photo Approved On Religious Grounds: Just over the border from New Hampshire in the Massachusetts city of Lowell, a woman identifying herself as a follower of the Church of the Flying Spaghetti Monster (FSM), otherwise known as Pastaf…
Source: immortal.org
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