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
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
Five management strategies for getting the most from artificial intelligence (AI). "To find out more about what contributes
Five management strategies for getting the most from artificial intelligence (AI). "To find out more about what contributes to successful AI adoption, we helped lead a survey by the McKinsey Global Institute of 3,000 C-level executives across 10 countries and 14 sectors. From that research, we identified...
Source: mit.edu
Communication Strategies for Sharing Prognostic Information With Patients—Beyond Survival Statistics: This Viewpoint discusses
Communication Strategies for Sharing Prognostic Information With Patients—Beyond Survival Statistics: This Viewpoint discusses the challenges of communicating uncertain prognosis to patients and offers a framework and language that go past mortality statistics—addressing range of time left, loss...
Source: jamanetwork.com
Are there automation-resistant intelligences? The question we all want to ask is 'will my job be taken over by a robot?'
Are there automation-resistant intelligences? The question we all want to ask is 'will my job be taken over by a robot?' "Our model predicts that most workers in transportation and logistics occupations, together with the bulk of office and administrative support workers, and labour in production occupations,...
Source: ox.ac.uk
Building SMILY, a Human-Centric, Similar-Image Search Tool for Pathology. Advances in machine learning (ML) have shown great
Building SMILY, a Human-Centric, Similar-Image Search Tool for Pathology. Advances in machine learning (ML) have shown great promise for assisting in the work of healthcare professionals, such as aiding the detection of diabetic eye disease and metastatic breast cancer. Though high-performing algorithms...
Source: googleblog.com
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
Joint Speech Recognition and Speaker Diarization via Sequence Transduction: Posted by Laurent El Shafey, Software Engineer
Joint Speech Recognition and Speaker Diarization via Sequence Transduction: Posted by Laurent El Shafey, Software Engineer and Izhak Shafran, Research Scientist, Google Health Being able to recognize “who said what”.
Source: googleblog.com
“In essence Cognitive Load Theory (CLT) is a simple idea: people have limited capacity for processing information; by
“In essence Cognitive Load Theory (CLT) is a simple idea: people have limited capacity for processing information; by designing learning experiences and materials in a way that respects those limitations, we can improve the process.
“Though there is nothing fundamentally wrong with this idea,...
Source: aconventional.com
Great advice. Keep up to date with technology, increase your entrepreneurship and communication skills, and hire women.
Great advice. Keep up to date with technology, increase your entrepreneurship and communication skills, and hire women. "Four Actions Engineers Can Take to Ensure Their Startup Succeeds: Venture advisor Chenyang Xu recommends staying up to date on technology and taking entrepreneurship classes."
Source: ieee.org
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
Machine Learning That’s Light Enough for an Arduino: Adafruit’s Limor Fried ported TensorFlow Light to the Arduino ecosystem
Machine Learning That’s Light Enough for an Arduino: Adafruit’s Limor Fried ported TensorFlow Light to the Arduino ecosystem so you can make your own AI-powered projects
Source: ieee.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
Intel’s Neuromorphic System Hits 8 Million Neurons, 100 Million Coming by 2020: The 64-chip Pohoiki Beach system is used
Intel’s Neuromorphic System Hits 8 Million Neurons, 100 Million Coming by 2020: The 64-chip Pohoiki Beach system is used by researchers to make systems that learn and see the world more like humans. "At the DARPA Electronics Resurgence Initiative Summit today in Detroit, Intel plans to unveil an 8-million-neuron...
Source: ieee.org
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
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
Measles is killing more people in the DRC than Ebola—and faster: "Frankly, I am embarrassed to talk only about Ebola,"
Measles is killing more people in the DRC than Ebola—and faster: "Frankly, I am embarrassed to talk only about Ebola," WHO director-general says. Since January 2019, officials have recorded over 100,000 measles cases in the DRC, mostly in children, and nearly 2,000 have died. The figures surpass those...
Source: arstechnica.com
Chimps bond with each other and people after watching a film together: Shared experiences make people feel closer - and
Chimps bond with each other and people after watching a film together: Shared experiences make people feel closer - and they also seem to help great apes bond with each other and with humans. The BBC also covered this study How chimpanzees bond over a movie together.
Source: newscientist.com
Development of new antibiotics encouraged with new pharmaceutical payment system: The NHS will test the world's first ‘subscription’
Development of new antibiotics encouraged with new pharmaceutical payment system: The NHS will test the world's first ‘subscription’ style payment model to incentivise pharmaceutical companies to develop new drugs for resistant infections.
"The new trial will be led by the National Institute for...
Source: www.gov.uk
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