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
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
This book is outstanding - brief, proudly retro, humorous, and genius. A great introduction to the last 60 years of AI.
This book is outstanding - brief, proudly retro, humorous, and genius. A great introduction to the last 60 years of AI. To know a subject so well that you can reduce it to a Ladybird-style book readable by all is a gift. We could all learn from this level of presentation.
It is available online...
Source: amazon.co.uk
Induced subgraphs of hypercubes and a proof of the Sensitivity Conjecture: In this paper, we show that every (2^{n-1}+1)-vertex
Induced subgraphs of hypercubes and a proof of the Sensitivity Conjecture: In this paper, we show that every (2^{n-1}+1)-vertex induced subgraph of
the n-dimensional cube graph has maximum degree at least sqrt{n}. This
result is best possible, and improves a logarithmic lower bound shown by Chung,
Füredi,...
Source: arxiv.org
A kauri tree stump is kept alive by its neighbours through hydraulic coupling. Forests should be viewed as living organisms.
A kauri tree stump is kept alive by its neighbours through hydraulic coupling. Forests should be viewed as living organisms. "Trees are commonly regarded as distinct entities, but the roots of many species fuse to form natural root grafts allowing the exchange of water, carbon, mineral nutrients, and...
Source: cell.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
Virtual worlds can have good as well as negative effects: Psychologist Pete Etchells on his book, Lost in a Good Game.
Virtual worlds can have good as well as negative effects: Psychologist Pete Etchells on his book, Lost in a Good Game. " ... a psychologist at Bath Spa University in England but still an avid gamer, Etchells specializes in understanding the behavioral effects—both positive and negative—of video...
Source: arstechnica.com
Thinking about the workforce of the future? Then I highly recommend this best-selling book by Adam Kay - a trainee doctor
Thinking about the workforce of the future? Then I highly recommend this best-selling book by Adam Kay - a trainee doctor in the NHS having burnt-out in his training before becoming a fully qualified Obstetrician. It is important reading for anyone wondering how the world of busy medical staff could...
Source: twitter.com
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
Been using this ‘pencil project’ software for flowcharting. Works really well for quickly sketching systems diagrams
Been using this ‘pencil project’ software for flowcharting. Works really well for quickly sketching systems diagrams and workflows that you can export to various formats. It is available on Windows (also as a stand-alone App on PortableApps.com, Linux, and Mac) The ‘sketchy’ style wireframing...
Doctors told to use 'plain English': Doctors must learn a new skill - writing letters that are easier for patients to understand,
Doctors told to use 'plain English': Doctors must learn a new skill - writing letters that are easier for patients to understand, guidelines say.
Source: bbc.com
Understanding and Creating Calculators for Medical Diagnoses: Exclusive Interview with MDCalc |: MDCalc is a 13-year-old
Understanding and Creating Calculators for Medical Diagnoses: Exclusive Interview with MDCalc |: MDCalc is a 13-year-old medical reference started by two practicing emergency medicine physicians, Dr. Joe Habboushe and Dr. Graham Walker. A
Source: medgadget.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
Improving Language Understanding with Unsupervised Learning: We've obtained state-of-the-art results on a suite of diverse
Improving Language Understanding with Unsupervised Learning: We've obtained state-of-the-art results on a suite of diverse language tasks with a scalable, task-agnostic system, which we're also releasing. Our approach is a combination of two existing ideas: transformers and unsupervised pre-training....
Source: openai.com
Winners of the 2018 PLOS Computational Biology Research Prize | PLOS Biologue: It's time to celebrate the best of PLOS
Winners of the 2018 PLOS Computational Biology Research Prize | PLOS Biologue: It's time to celebrate the best of PLOS Computational Biology! In 2017 PLOS Computational Biology launched the "PLOS Computational Biology Research Prize" program with the aim to recognize some of the journal's most outstanding...
Source: plos.org
Understanding Latent Dirichlet Allocation with Gibbs Sampling by coding it from scratch. Latent Dirichlet Allocation (LDA)
Understanding Latent Dirichlet Allocation with Gibbs Sampling by coding it from scratch. Latent Dirichlet Allocation (LDA) is a machine-learning technique that by the magic of many (many many) small calculations it can detect patterns in data and cluster documents, for example, into similar topics. ...
Source: github.io
Healthcare students' perceptions about their role, confidence and competence to deliver brief public health interventions
Healthcare students' perceptions about their role, confidence and competence to deliver brief public health interventions and advice: Public health improvement has long been an important focus for the United Kingdom Department of Health. The Allied Health Professions (AHP) Federation has 84,000 members,...
Source: biomedcentral.com
Computer model for the cardiovascular system: development of an e-learning tool for teaching of medical students: This study
Computer model for the cardiovascular system: development of an e-learning tool for teaching of medical students: This study combined themes in cardiovascular modelling, clinical cardiology and e-learning to create an on-line environment that would assist undergraduate medical students in understanding...
Source: biomedcentral.com
Towards a Competence-Based Course Authoring Tool Supporting Learning Management Systems: To establish a more comparable,
Towards a Competence-Based Course Authoring Tool Supporting Learning Management Systems: To establish a more comparable, compatible, and coherent system of higher education in Europe, the so-called Bologna Process (BP) has been adopted. As a measure to improve comparability, the BP requires that every...
Source: online-journals.org
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