German Digital Healthcare Act promotes digital health.
German Digital Healthcare Act - Frontiers Health: Bundestag adopts law on reimbursement for digital health application in Germany. "health apps, which can help patients to manage a diagnosed medical condition, can from January 2020 onwards be prescribed by their doctors. The costs are borne by the statutory...
Source: frontiers.health
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
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
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
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
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
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
Could deep learning AI be used to screen TIA clinic referral letters? Possibly.
Could deep learning AI be used to screen TIA clinic referral letters? Possibly. Stroke prevention clinics (TIA or Transient Ischaemic Attack) clinics are an important aspect of urgent care. A TIA is a risk factor for future stroke. Medical treatment needs to be started quickly and surgical options, if...
Source: agnate.co.uk
Robust Neural Machine Translation: In recent years, neural machine translation (NMT) using Transformer models has experienced
Robust Neural Machine Translation: In recent years, neural machine translation (NMT) using Transformer models has experienced tremendous success. Based on deep neural networks, NMT models are usually trained end-to-end on very large parallel corpora (input/output text pairs) in an entirely data-driven...
Source: googleblog.com
Global health and wealth in "200 countries ... 200 hundred years and beyond ... 120,000 numbers ... pretty neat." presented
Global health and wealth in "200 countries ... 200 hundred years and beyond ... 120,000 numbers ... pretty neat." presented by the late great Hans Rosling. The beauty of statistics and how lots of data can reveal insights. https://www.youtube.com/watch?v=jbkSRLYSojo
Source: youtube.com
Training medical students to manage difficult circumstances- a curriculum for resilience and resourcefulness?: In response
Training medical students to manage difficult circumstances- a curriculum for resilience and resourcefulness?: In response to the growing prevalence of physical and emotional burnout amongst medical students and practicing physicians, we sought to find a new methodology to scope a five-year undergraduate...
Source: biomedcentral.com
Gaining insights with Natural Language Processing of Reddit Data to Evaluate Dermatology Patient Experiences and Therapeutics.
Gaining insights with Natural Language Processing of Reddit Data to Evaluate Dermatology Patient Experiences and Therapeutics. "There is a lack of research studying patient-generated data on Reddit, one of the world’s most popular forums with active users interested in dermatology. Techniques within...
Source: sciencedirect.com
Utility of social media and crowd-intelligence data for pharmacovigilance: a scoping review. - PubMed - NCBI "Although
Utility of social media and crowd-intelligence data for pharmacovigilance: a scoping review. - PubMed - NCBI "Although social media data has the potential to supplement data from
regulatory agency databases; is able to capture less frequently reported
AEs; and can identify AEs earlier than official...
Source: nih.gov
Closing Knowledge Gaps to Optimize Patient Outcomes and Advance Precision Medicine. "Realizing the promise of precision
Closing Knowledge Gaps to Optimize Patient Outcomes and Advance Precision Medicine. "Realizing the promise of precision medicine requires patient engagement
at the key decision points throughout the cancer journey. Previous
research has shown that patients who make the "right" decisions, such as
...
Source: nih.gov
Annulab Debuts The First Learning Record Store (LRS) Plugin For Moodle: For all the excitement surrounding Learning Record
Annulab Debuts The First Learning Record Store (LRS) Plugin For Moodle: For all the excitement surrounding Learning Record Stores (LRS), and their potential to store xAPI-encoded data about student behavior and performance and then extract meaningful insights, the prog…
Source: moodlenews.com
Open-Source Tools for Value Assessment: A Promising Approach: In order to deliver value-based care, health care decision
Open-Source Tools for Value Assessment: A Promising Approach: In order to deliver value-based care, health care decision makers, eg, insurers and health system administrators, need value data at their fingertips—data that are relevant to their own context and reflect their own perspective on what costs...
Source: journalofclinicalpathways.com
Bloom's 2 Sigma Problem
I've been looking for another way of presenting evidence for instructional design that is more efficient than simple lectures. The data collected by Benjamin Bloom and published in 1984 seems useful and I've redrawn the graph so it looks more modern than the line drawings of the original. Learning...
Source: wikipedia.org
Network theory links behavioral information flow with contained epidemic outbreaks: Over the last two decades, large-scale
Network theory links behavioral information flow with contained epidemic outbreaks: Over the last two decades, large-scale outbreaks of infectious diseases have resulted in high levels of morbidity, mortality, and overall economic burden for affected regions. As complex networks become increasingly popular...
Source: phys.org
Associations Between American Board of Internal Medicine Maintenance of Certification Status and Performance on a Set of
Associations Between American Board of Internal Medicine Maintenance of Certification Status and Performance on a Set of Healthcare Effectiveness Data and Information Set Process Measures Bradley Gray. Jonathan Vandergrift. Bruce Landon. James Reschovsky. Rebecca Lipner. Annals of Internal Medicine.
Source: annals.org
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