Deep learning-based, computer-aided classifier developed with dermoscopic images shows comparable performance to 164 dermatologists
Deep learning-based, computer-aided classifier developed with dermoscopic images shows comparable performance to 164 dermatologists in cutaneous disease diagnosis in the Chinese population - PubMed: The performance of CNN developed with relatively modest number of dermoscopic images of skin tumors and...
Source: nih.gov
Will we still need the term "digital transformation"?
3 ways digital businesses can enable the Great Reset: Updating business models for a digital-first world, led by purpose, is now an imperative for almost every company. "In the coming years, it is possible that no one will speak of “digital
transformation” because the term will have become irrelevant:...
Source: weforum.org
Informing pedagogical action: Aligning learning analytics with learning design.
"any user interaction behavior must be analyzed in the specific education context such as the learning design and course modality. An understanding of the learning design context is imperative for establishing accurate predictive models alongside pedagogical recommendations."...
Source: www.sfu.ca
Artificial intelligence yields new antibiotic
Artificial intelligence yields new antibiotic: A deep-learning model identifies a powerful new drug that can kill many species of antibiotic-resistant bacteria.
“The idea of using predictive computer models for “in silico” screening is not new, but until now, these models were not sufficiently...
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
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
Phrases of the day: selective exposure, selective perception, principles knowledge, vicarious trial, change agent, and cue-to-action.
Phrases of the day: selective exposure, selective perception, principles knowledge, vicarious trial, change agent, and cue-to-action. I’ve been reading Everett Rogers’ book Diffusion of Innovations with a ‘learning lens’ on. I’m fascinated that the adoption of innovations is so analogous to...
Source: amazon.co.uk
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
Models of online & flexible learning - The Ed Techie An outline of the work done to develop conceptual models and current
Models of online & flexible learning - The Ed Techie An outline of the work done to develop conceptual models and current practice of how higher education institutions provide content, its delivery, and how the learner's work is recognised across the dimensions of openness and digitalisation - a...
Source: edtechie.net
Content validation of an interprofessional learning video peer assessment tool: Large scale models of interprofessional
Content validation of an interprofessional learning video peer assessment tool: Large scale models of interprofessional learning (IPL) where outcomes are assessed are rare within health professional curricula. To date, there is sparse research describing robust assessment strategies to support such activities....
Source: biomedcentral.com
Complexity in the evaluation of medical education - how would you evaluate this one? I am really enjoying putting together
Complexity in the evaluation of medical education - how would you evaluate this one? I am really enjoying putting together the 'current topics and controversies' week at the end of our module on 'evaluation' in the MSc/PgDip Medical Education programme at University of South Wales - though I am now...
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
Association between active commuting and incident cardiovascular disease, cancer, and mortality: prospective cohort study:
Association between active commuting and incident cardiovascular disease, cancer, and mortality: prospective cohort study: Objective To investigate the association between active commuting and incident cardiovascular disease (CVD), cancer, and all cause mortality.
Design Prospective population based...
Source: bmj.com
The Big Shift in Platform Business Models: Everywhere you look today, platform businesses are in the news. Most of the stories
The Big Shift in Platform Business Models: Everywhere you look today, platform businesses are in the news. Most of the stories focus on what platforms do. Some highlight the value they provide in terms of ease and convenience in connecting with needed resources. Others focus on the...
Source: typepad.com
Digital-native outlets in Europe are more pragmatic than innovative, report suggests
"Digital-native news outlets in Europe tend to be more focused on delivering quality journalism than on creating new business models or innovating about ways news is presented, according to a new report from Oxford’s Reuters Institute for the Study of Journalism that studied 12 online startups in France,...
Source: niemanlab.org
Great list of mental models from DuckDuckGo CEO Gabriel Weinberg via the Healthcare Economist. Includes Hanlon's razor,
Great list of mental models from DuckDuckGo CEO Gabriel Weinberg via the Healthcare Economist. Includes Hanlon's razor, Pareto efficiency, survivorship bias, and the Pygmalion effect.
Source: healthcare-economist.com
Two new studies undermine “over-simplistic models of human evolution”
Two new studies undermine “over-simplistic models of human evolution”
Source: arstechnica.com
Reinventing the Toilet for a Healthier City: New models can provide clean drinking water, create fertilizer, cut down on
Reinventing the Toilet for a Healthier City: New models can provide clean drinking water, create fertilizer, cut down on energy costs, and improve sanitation in the developing world.
Source: theatlantic.com
VW Emissions Cheating Scandal Spreads to Sports Cars: Volkswagen denies new EPA findings of emissions-cheating software
VW Emissions Cheating Scandal Spreads to Sports Cars: Volkswagen denies new EPA findings of emissions-cheating software in luxury and sports car models
Source: ieee.org
3-D printing provides low-cost alternative in bronchoscopy simulation training: Researchers from Beth Israel Deaconess Medical
3-D printing provides low-cost alternative in bronchoscopy simulation training: Researchers from Beth Israel Deaconess Medical Center in Boston, Massachusetts, found that 3D-printed tracheobronchial tree models compared favorably against other more standard models in training pulmonary physicians to...
Source: medicalxpress.com
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