What (else) happened? A key question for learning programmes.
Good paper from 2013 on the need to go beyond just asking 'did our programme work?' "It is clear that programme evaluations using traditional ‘outcomes-based’ models are inadequate for the health professions context. Consequently, the scholarship in health professions education has begun to incorporate...
Source: wiley.com
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
(We are not) using eHealth Data to Inform CPD for Medical Practitioners
"There is no formal or well-established correlation between individual performance data obtained through eHealth data analysis and CPD planning and programming for medical practitioners; in particular, the literature shows no consistency in type of eHealth data to analyze, software and tools to use,...
Source: nih.gov
Senior health professionals call for urgent climate briefing of all MPs by the chief scientific adviser: open letter to
Dear prime minister,
We wish to make you aware of our concern for the health of Angus Rose, a 52 year old man, who at the time of writing is on day 34 of a hunger strike outside Parliament, consuming only fluids, vitamins, and minerals.
His not unreasonable demand is that all members of parliament...
Source: bmj.com
Covid Disguises Chronic Scarcity of Workers for U.K. Recovery
“The acute labor shortage because of self isolation is masking the systemic challenge for businesses struggling to recruit after Brexit.”
Source: bloomberg.com
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
A Convolutional Neural Network architecture for the recognition of cutaneous manifestations of COVID-19
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
Feeding your cat a very meaty diet may mean it kills less wildlife
In a small trial in the UK, pet cats fed on an unusually meaty diet brought home 36 per cent fewer prey animals than cats given a typical diet. "Domestic cats seem to hunt less when their diets are richer in animal-sourced protein, suggesting that feeding cats more meat could help reduce their impact...
Source: newscientist.com
Frontline workers left "risking lives to provide treatment and care"
"The Department for Health and Social Care's decision to prioritise hospitals at the beginning of the pandemic meant social care providers were left exposed by lack of PPE, says the House of Commons Public Accounts Committee in its first report on PPE procurement published today." "While government...
Source: parliament.uk
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
Facial Masking for Covid-19
"Facial Masking for Covid-19 — Potential for “Variolation” as We Await a Vaccine | NEJM: Facial Masking for Covid-19 Increasing the proportion of SARS-CoV-2 infections that are asymptomatic with the simple public health measure of universal masking might reduce the severity of disease and ensure...
Source: nejm.org
Deep learning-based, computer-aided classifier developed with dermoscopic images shows comparable performance to 164 dermatologists
Deep learning-based, computer-aided classifier developed with dermoscopic images shows comparable performance to 164 dermatologists in cutaneous disease diagnosis in the Chinese population - PubMed: The performance of CNN developed with relatively modest number of dermoscopic images of skin tumors and...
Source: nih.gov
How To Kill Ideas: We were asked last week by the Disruptive Innovators Network, 'How long should you spend on an idea?'
How To Kill Ideas: We were asked last week by the Disruptive Innovators Network, 'How long should you spend on an idea?' "In the early days of Bromford Lab we had a 12 WEEKS MAX rule. If we couldn’t get an idea up and running within that time – it should be killed. We soon realised the error of our...
Source: paulitaylor.com
How the audacity to fix things without asking permission can change the world, according to Tara Mac Aulay - 80,000 Hours
How the audacity to fix things without asking permission can change the world, according to Tara Mac Aulay - 80,000 Hours
Source: 80000hours.org
Cognii Virtual Learning Assistant designed and optimized for educational conversation. "Virtual assistants and chat bots
Cognii Virtual Learning Assistant designed and optimized for educational conversation. "Virtual assistants and chat bots such as Siri, Alexa, Cortana and Google Assistant are an increasingly familiar products, simulating human to human interaction with the use of Artificial Intelligence. But these are...
Source: cognii.com
The future is here: Genetically engineered stem cells save a patient: The genetic disease epidermolysis bullosa left a patient
The future is here: Genetically engineered stem cells save a patient: The genetic disease epidermolysis bullosa left a patient without much skin.
Source: arstechnica.com
YoDerm Provides Consultations and Prescriptions Within 24 Hours |: In many areas the wait time to see a dermatologist can
YoDerm Provides Consultations and Prescriptions Within 24 Hours |: In many areas the wait time to see a dermatologist can span weeks or even months, leaving those with acute or chronic skin conditions frustrated. YoDerm is
Source: medgadget.com
The digital native is a myth: The younger generation uses technology in the same ways as older people — and is no better
The digital native is a myth: The younger generation uses technology in the same ways as older people — and is no better at multitasking. Nature News.
Source: nature.com
What is the best medication for a fungal infection of the toenail? | Cochrane
What is the best medication for a fungal infection of the toenail? | Cochrane
Source: cochrane.org
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