14 Different Types of Learning in Machine Learning.
14 Different Types of Learning in Machine Learning: Machine learning is a large field of study that overlaps with and inherits ideas from many related fields such as artificial intelligence. The focus of the field is learning, that is, acquiring skills or knowledge from experience. Most commonly, this...
Source: machinelearningmastery.com
Open is Eating the World: What Source Code and Science Have in Common.
"Open is Eating the World: What Source Code and Science Have in Common: In 2011, Marc Andreessen said that software is eating the world, predicting that technology companies would continue to significantly disrupt an increasingly broad range of industries. Since then, publishers have embraced technology....
Source: sspnet.org
Evaluation of Mobile Apps Targeted at Patients With Spondyloarthritis for Disease Monitoring: Systematic App Search.
Evaluation of Mobile Apps Targeted at Patients With Spondyloarthritis for Disease Monitoring. "A total of 1253 apps were identified in the app stores, and 5 apps met the criteria and were further analyzed. Moreover, 2 apps (MySpA and Group for Research and Assessment of Psoriasis and Psoriatic Arthritis...
Source: nih.gov
Factors associated with successful dementia education for practitioners in primary care: an in-depth case study.
Factors associated with successful dementia education for practitioners in primary care: an in-depth case study. Designing learning for person-centred care is challenging and needs to involve an approach that works with HCPs and interdisciplinary teams. “With increasing numbers of people in the UK...
Source: biomedcentral.com
Tick-borne encephalitis virus detected in ticks in the UK.
Tick-borne encephalitis virus detected in ticks in the UK: Surveillance detects tick-borne encephalitis virus in 2 parts of England for the first time. "Tick-borne encephalitis virus (TBEV) has been detected for the first time in ticks in the UK. The findings are part of ongoing research by Public Health...
Source: www.gov.uk
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
Physicians reported less burnout and emotional exhaustion after receiving short-term professional coaching.
Physicians reported less burnout and emotional exhaustion after receiving short-term professional coaching, according to a pilot trial published in JAMA Internal Medicine. Counseling Reduces Physician Burnout Anita Slomski. JAMA. 2019;322(16):1544 This editorial in JAMA comments on the recent paper:...
Source: jamanetwork.com
A critical makeover for pharmaceutical companies: Overcoming industry obstacles with a cross-functional strategy. PwC
A critical makeover for pharmaceutical companies: Overcoming industry obstacles with a cross-functional strategy. PwC report. Going all "cross-functional" or "breaking down silos"?
"Compounding the external obstacles, however, is the internal culture of most pharma companies. This is an industry...
Source: pwc.com
Patient experience feedback in UK hospitals: What types are available and what are their potential roles in quality improvement
Patient experience feedback in UK hospitals: What types are available and what are their potential roles in quality improvement (QI)?: The comparative uses of different types of patient experience (PE) feedback as data within quality improvement (QI) are poorly understood. This paper reviews what types...
Source: wiley.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
Beyond the Quality Illusion: The Learning Era : Academic Medicine: Jur Koksma and Jan Kremer.
Beyond the Quality Illusion: The Learning Era : Academic Medicine: Jur Koksma and Jan Kremer. The authors recommend, for the path forward, a “travel kit” of 10 crucial elements—compassion, deliberation, flexible goals, ownership, the engagement of patients, the inclusion of payers, the involvement...
Source: lww.com
Aleksandr Solzhenitsyn's One Day in the Life of Ivan Denisovich. “This brutal, shattering glimpse of the fate of millions
Aleksandr Solzhenitsyn's One Day in the Life of Ivan Denisovich. “This brutal, shattering glimpse of the fate of millions of Russians under Stalin shook Russia and shocked the world when it first appeared.” Should have read this humbling but uplifting book a long time ago. Places you in a hard labour...
Source: amazon.co.uk
Better wisdom from crowds: MIT scholars produce new method of harvesting correct answers from groups. “A new technique
Better wisdom from crowds: MIT scholars produce new method of harvesting correct answers from groups. “A new technique [described in 2017] can better extract correct answers from large groups of people. For a given question, people are asked two things: What they think the right answer is, and what...
Source: mit.edu
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
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
Researchers "Translate" Bat Talk. Turns Out, They Argue—A Lot: A machine learning algorithm helped decode the squeaks
Researchers "Translate" Bat Talk. Turns Out, They Argue—A Lot: A machine learning algorithm helped decode the squeaks Egyptian fruit bats make in their roost, revealing that they “speak” to one another as individuals.
Source: smithsonianmag.com
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
College students who go off Facebook for a week consume less news and report being less depressed: When users stop getting
College students who go off Facebook for a week consume less news and report being less depressed: When users stop getting news from Facebook, they don't necessarily start getting it somewhere else.
Source: niemanlab.org
Lift Weight, Not Too Much, Most of the Days. “Greasing the groove, as Tsatsouline explains it, means not working your
Lift Weight, Not Too Much, Most of the Days. “Greasing the groove, as Tsatsouline explains it, means not working your muscles to the point of failure. A common idea in weightlifting is that you should lift until you can’t do another rep, purposely damaging muscle tissues so they grow back bigger....
Source: theatlantic.com
A Gentle Introduction to Joint, Marginal, and Conditional Probability: Probability quantifies the uncertainty of the outcomes
A Gentle Introduction to Joint, Marginal, and Conditional Probability: Probability quantifies the uncertainty of the outcomes of a random variable. It is relatively easy to understand and compute the probability for a single variable. Nevertheless, in machine learning, we often have many random variables...
Source: machinelearningmastery.com
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