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
2023: A year of groundbreaking advances in AI and computing
"This has been a year of incredible progress in the field of Artificial Intelligence (AI) research and its practical applications." A review of 2023 posted by Jeff Dean, Chief Scientist, Google DeepMind & Google Research, Demis Hassabis, CEO, Google DeepMind, and James Manyika, SVP, Google Research,...
Source: research.google
This AI Trained on the Life Events of Every Person in Denmark. It Can Now Predict Their Future.
Artificial intelligence is very good at finding patterns. Given enough data it will start making telling you what's going to happen. "The AI can make highly accurate predictions about people’s lives, including how likely they are to die in a given time window and their personality traits." ... ...
Source: singularityhub.com
Machines may be better at assisting, not replacing us.
Journalist Kawandeep Virdee sees if he can be replaced by AI by writing some predictions for 2024. "I gave ChatGPT the last 13 years of Nieman Lab predictions ... [and asked it what I'd write about in 2024]" [ChatGPT suggested] Navigating the infodemic: Strategies for media in the era of misinformation...
Source: niemanlab.org
(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
Development of a statistical analysis software for determining effectiveness of a comprehensive fall risk management protocol
"This quality improvement project resulted in the development of a computer application that allows clinicians and medical professionals to conduct data analysis in an in-clinic setting without the help of external statistical teams, and with minimal prior training in coding or mathematics."
Source: bmj.com
Ice Halos over Bavaria
"For suspended water to freeze into an ice fog requires quite cold temperatures, and indeed the air temperature on this day was measured at well below zero. The ice fog reflected light from the Sun setting behind St. Coleman Church."
Source: nasa.gov
Coding excursions
Anonymity with encryption At Outcomes Engine we are working on techniques to gather data from learners, analyse the data, and share the data whilst maintaining anonymity. I was involved in some work in my previous company (pharmaceutical) with the security of personal data - in our case it was data...
The Biggest Discoveries in Computer Science in 2023
"Artificial intelligence learned how to generate text and art better than ever before, while computer scientists developed algorithms that solved long-standing problems." Links to further papers and discussion on topics including: Tackling "P versus NP" Emergent behaviours in large language models...
Source: quantamagazine.org
Development and validation of Simulation Scenario Quality Instrument (SSQI)
A validated scale for measuring quality of simulation scenarios in medical education. "Background Due to the unmet need for valid instruments that evaluate critical components of simulation scenarios, this research aimed to develop and validate an instrument that measures the quality of healthcare...
Source: biomedcentral.com
High Pay Centre analysis of FTSE 350 pay ratios • High Pay Centre
Pay inequalities at UK's largest companies remain constant, despite ‘cost of living’ crisis. "The companies with lowest-paid UK employees (based on pay at the 25th percentile) were retailer JD Sports, where the lower quartile threshold was £11,240, pub chain Mitchells & Butlers (£15,161) and...
Source: highpaycentre.org
The first results from the world’s biggest basic income experiment
Money always helps, but for the very poor, one lump sum can last a long time.
Source: vox.com
Artificial intelligence for healthcare and medical education: a systematic review
"After searching and reading a large amount of literature, we were surprised to find that most of the literature related to “AI+medical/medical education” was of low quality... This suggests us to conduct new research or improve the quality of research related to AI and medical/medical education....
Source: nih.gov
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
Randomised trial of general practitioner online education for prescribing and test ordering Andrew Bonney. Conrad Kobel.
Potentially inappropriate medicine prescriptions and low-value diagnostic testing pose risks to patient safety and increases in health system costs. The aim of the Clinical and Healthcare Improvement through My Health Record usage and Education in General Practice study was to evaluate a scalable online...
Source: nih.gov
“Meet the patient” session: a strategy to teach medical students about autonomic dysfunction after spinal cord injury
Dysregulation of the autonomic nervous system is an important long-term consequence of spinal cord injury (SCI). Yet, there is a scarcity of teaching resources about this topic for preclinical medical students. Given the association of SCI sequelae with emergency complications and mortality, it is imperative...
Source: biomedcentral.com
Identifying the optimal time period for detection of atrial fibrillation after ischaemic stroke and TIA, an updated systematic
There is an almost 4-fold increase in nAF detection with continuous cardiac monitoring, compared to usual care. The results also demonstrate two statistically significant time periods in nAF detection; at 0-14 days and 6-12 months following monitoring commencement. These data support the utilisation...
Source: nih.gov
AI information retrieval: A search engine researcher explains the promise and peril of letting ChatGPT and its cousins search
A new generation of artificial intelligence-based information access systems, which includes Microsoft’s Bing/ChatGPT, Google/Bard and Meta/LLaMA, is upending the traditional search engine mode of search input and output. These systems are able to take full sentences and even paragraphs as input and...
Source: ampproject.org
The effectiveness of team-based learning in nursing education: A systematic review - PubMed Nurse education today.
Overall, TBL was found to be effective in achieving undergraduate nursing students' learning outcomes, but evidence was not sufficiently strong to warrant that it is more effective than other teaching methods. The results of this review are in favour of the implementation of TBL in nursing education...
Source: nih.gov
GitHub - lm-sys/FastChat: The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"
The release repo for "Vicuna: An Open Chatbot Impressing GPT-4" - GitHub - lm-sys/FastChat: The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"
Source: github.com
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