Discovery of a structural class of antibiotics with explainable deep learning.
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
Using Markov chain model to evaluate medical students’ trajectory on progress tests and predict USMLE step 1 scores---a
Background Medical students must meet curricular expectations and pass national licensing examinations to become physicians. However, no previous studies explicitly modeled stages of medical students acquiring basic science knowledge. In this study, we employed an innovative statistical model to characterize...
Source: biomedcentral.com
Preventing critical failure
Can routinely collected data be repurposed to predict avoidable patient harm? A quantitative descriptive study Objectives To determine whether sharing of routinely collected health service performance data could have predicted a critical safety failure at an Australian maternity service. Design Observational...
Source: bmj.com
Effect of school closures on mortality from coronavirus disease 2019: old and new predictions
"It was predicted in March 2020 that in response to covid-19 a broad lockdown, as opposed to a focus on shielding the most vulnerable members of society, would reduce immediate demand for ICU beds at the cost of more deaths long term. The optimal strategy for saving lives in a covid-19 epidemic is different...
Source: bmj.com
Elevated CO2, increased leaf-level productivity, and water-use efficiency during the early Miocene: Abstract. Rising atmospheric
Elevated CO2, increased leaf-level productivity, and water-use efficiency during the early Miocene: Abstract. Rising atmospheric CO2 is expected to increase global
temperatures, plant water-use efficiency, and carbon storage in the
terrestrial biosphere. A CO2 fertilization effect on terrestrial
vegetation...
Source: copernicus.org
Letter to Cardiff University School of Medicine urging a review of 2020 student admissions
Just sent this to the undergraduate admissions team and the head of school at my old college. "To the admissions team Cardiff University School of Medicine. I write as an ex student of Cardiff School of Medicine having graduated in 1990. If you haven't already could I urge you to review all...
GP exodus from the NHS predicted within five years by research - Hospital Dr
GP exodus from the NHS predicted within five years by research - Hospital Dr
Source: hospitaldr.co.uk
New Study in lancet projects considerable public health impact for RTS,S malaria vaccine: The RTS,S malaria vaccine is predicted
New Study in lancet projects considerable public health impact for RTS,S malaria vaccine: The RTS,S malaria vaccine is predicted to have a significant public health impact and high level of cost-effectiveness across a wide range of settings in sub-Saharan Africa, according to harmonized research from...
Source: eurekalert.org
RSS feed