"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
Worked example of curriculum design using Kern's six-step approach. "Background It is generally agreed that basic and clinical sciences should be integrated throughout the undergraduate medical education, however, there is still need for continued formal integration of basic sciences into clinical...
Source: biomedcentral.com
ChatGPT assignments to use in your classroom today. "Teachers and faculty everywhere first need to adopt a mindset that acknowledges the availability of AI and the likelihood that students will use it. As a result, we need to adjust our expectations of students. With online tests, maybe we should stop...
Source: ucf.edu
One of the challenges with deep learning (neural networks) is that although they find patterns the reasoning disappears into an endless detail of numbers. In this paper the researchers built an 'explainable' AI to discover antibiotics instead of such a 'black box'. "The discovery of novel structural...
Source: nature.com
"In an industry shedding publishers and jobs and routinely challenged to do more with less, we’re foolish not to at least try on the generative AI suit."
Source: niemanlab.org
Fewer women than men pursue careers in science, technology, engineering and mathematics (STEM), despite girls outperforming boys at school in the relevant subjects. According to the ‘variability hypothesis’, this over-representation of males is driven by gender differences in variance; greater male...
Source: nature.com
A recruitment firm has launched an algorithm that weeds out privileged, mediocre people, and identifies talent from disadvantaged backgrounds
Source: positive.news
By detecting tiny movements of particles of light, a quantum microphone has recorded human speech that is easier to understand than if it is captured by an equivalent classical version
Source: newscientist.com
Grampound it seems is classified as 'e-Rational Utilitarian' ... but who is shouting out for more local facilities and better internet infrastructure? Checks notes ... methodological individualist and political liberals with social stratification (i.e. class, status distinctions) playing a relatively...
Source: cdrc.ac.uk
"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
Sometimes you come across something that someone has written which makes what was a whole complicated mess in your head very simple indeed. Monica Rogati has done that with AI using an analogy of Maslow's (in)famous hierarchy of needs. For AI it translates to something like collecting, storing, preparing,...
Source: hackernoon.com
"We show that carefully designed sparse attention can be as expressive and flexible as the original full attention model. Along with theoretical guarantees, we provide a very efficient implementation which allows us to scale to much longer inputs. As a consequence, we achieve state-of-the-art results...
Source: googleblog.com
Interesting paper about beliefs among medical educators. This has been
developed with a qualitative study of undergraduate educators but the
framework makes for good reading for those of us involved in urging
colleagues and expert speakers to become more learner-centred. "The sharp divide between...
Source: biomedcentral.com
Enjoyed this story of the ingenuity of local newspapers when struck with the crisis of extreme weather. What does it say for our other complex technology and business layers? When crisis strikes perhaps that's when you find the lowest common tech that works and exactly what purpose you are using it for....
Source: niemanlab.org
The findings of our study showed that by assessing clinical images, the CNN system in our study could identify rosacea with accuracy and precision comparable to that of an experienced dermatologist.
Source: nih.gov
Since this blog has been up I've fiddled with some text analysis stuff by analysing the text and making recommendations for similar blog entries. Did it all in PHP and MySQL just to understand how the algorithms work. Eventually it started to take about 5 hours to: tokenise and stemming the textcalculate...
To our best knowledge, this is the first machine learning-based study for automated detection of COVID-19 based on skin images and may provide a useful decision support tool for physicians to optimize contact-free COVID-19 triage, differential diagnosis of skin lesions and patient care. Mathur J, Chouhan...
Source: nih.gov
These researchers from Indonesia explore the use of inquiry-based models in encouraging critical thinking in medical students. "Critical thinking skills are very important to have for students given the rapid distribution of information. To promote the critical thinking skills of the student, it could...
Source: online-journals.org
The Sandwich principle: assessing the didactic effect in lectures on “cleft lips and palates”: A teaching concept, that takes individual learning and personal belongings into account, is called the “sandwich principle.” This didactic method is an educational concept that alternates consecutively...
Source: biomedcentral.com
China Chopper still active 9 years later: A blog from the world class Intelligence Group, Talos, Cisco's Intelligence Group
Source: talosintelligence.com