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
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
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
Build for a crisis: Ideas for the future of local news
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 Unmet Need for Clinical Guidelines on the Management of Patients with Plaque Psoriasis in Africa and the Middle East
The Unmet Need for Clinical Guidelines on the Management of Patients with Plaque Psoriasis in Africa and the Middle East - PubMed: There is an urgent unmet need for comprehensive clinical guidelines on the management of patients with plaque psoriasis in Africa and the Middle East. Region-specific studies...
Source: nih.gov
More progress needed to achieve gender equality in NHS leadership - Hospital Dr
More progress needed to achieve gender equality in NHS leadership - Hospital Dr
Source: hospitaldr.co.uk
ChAdOx1 nCoV-19 vaccine prevents SARS-CoV-2 pneumonia in rhesus macaques: Severe acute respiratory syndrome coronavirus 2
ChAdOx1 nCoV-19 vaccine prevents SARS-CoV-2 pneumonia in rhesus macaques: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) emerged in December 20191,2 and is responsible for the COVID-19 pandemic3. Vaccines are an essential countermeasure urgently needed to control the pandemic4. Here, we...
Source: nature.com
Exploring Faster Screening with Fewer Tests via Bayesian Group Testing:
"Exploring Faster Screening with Fewer Tests via Bayesian Group Testing: Posted by Marco Cuturi and Jean-Philippe Vert, Research Scientists, Google Research, Brain Team How does one find a needle in a haystack..." Testing a population of 16 where only one is positive would require 16 tests. However,...
Source: googleblog.com
Teaching a difficult topic in medical genetics using a problem-based concept resembling a computer game.
Teaching a difficult topic using a problem-based concept resembling a computer game: development and evaluation of an e-learning application for medical molecular genetics: E-learning through serious gaming. Teaching concepts such as genetic testing and the digital literacy required to analyse data can...
Source: biomedcentral.com
Using artificial intelligence to read chest radiographs for tuberculosis detection: A multi-site evaluation
Using artificial intelligence to read chest radiographs for tuberculosis detection: A multi-site evaluation of the diagnostic accuracy of three deep learning systems: Deep learning (DL) neural networks have only recently been employed to interpret chest radiography (CXR) to screen and triage people for...
Source: nature.com
Clinic room designs must fit care models | Canadian Healthcare Network "Innovative clinic room design can (and should) advance
Clinic room designs must fit care models | Canadian Healthcare Network "Innovative clinic room design can (and should) advance the practice of collaborative thinking and decision-making in medicine by abolishing the "doctor behind the desk" phenomenon. The round table makes an appearance in rare instances...
Source: canadianhealthcarenetwork.ca
Tools for Systems Thinkers: The 6 Fundamental Concepts of Systems Thinking: In this series on systems thinking, Leyla Acaroglu
Tools for Systems Thinkers: The 6 Fundamental Concepts of Systems Thinking: In this series on systems thinking, Leyla Acaroglu shares the key insights and tools needed to develop and advance a systems mindset.
Source: medium.com
Content validation of an interprofessional learning video peer assessment tool: Large scale models of interprofessional
Content validation of an interprofessional learning video peer assessment tool: Large scale models of interprofessional learning (IPL) where outcomes are assessed are rare within health professional curricula. To date, there is sparse research describing robust assessment strategies to support such activities....
Source: biomedcentral.com
DeepMind AI needs mere 4 hours of self-training to become a chess overlord: AlphaGo Zero needed three days to train up in
DeepMind AI needs mere 4 hours of self-training to become a chess overlord: AlphaGo Zero needed three days to train up in Go; AlphaZero needed just eight hours.
Source: arstechnica.com
From research to practice: results of 7300 mortality retrospective case record reviews in four acute hospitals in the North-East
From research to practice: results of 7300 mortality retrospective case record reviews in four acute hospitals in the North-East of England. Reviews using clinicians within trusts produce lower estimates of preventable deaths than published results using external clinicians. More research is needed...
Source: bmj.com
Clinical trials revolution could change the future of medical research: With the stakes in clinical research so high, today
Clinical trials revolution could change the future of medical research: With the stakes in clinical research so high, today sees the launch of a new and much-needed way of reporting clinical trials
Source: theguardian.com
Continuing professional development: progress beyond continuing medical education: Continuing medical education (CME) is
Continuing professional development: progress beyond continuing medical education: Continuing medical education (CME) is rapidly evolving into competency-based continuing professional development (CPD) and this is driving change in self-directed CPD programs undertaken by individual practitioners as...
Source: amegroups.com
Our village, Grampound in Cornwall, is to be designated an Air Quality Management Area. A report of the air quality monitoring
Our village, Grampound in Cornwall, is to be designated an Air Quality Management Area. A report of the air quality monitoring has been published and a consultation started. The traffic through Grampound is about 11,000 vehicles a day and since it is a narrow road on a steep hill with thatched cottages...
Source: cornwall.gov.uk
Campaign to adopt Wales' organ donation law in England - BBC News: A campaign for Wales' organ donation laws to be adopted
Campaign to adopt Wales' organ donation law in England - BBC News: A campaign for Wales' organ donation laws to be adopted in England is launched by a mother whose daughter needed a transplant.
Source: bbc.co.uk
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