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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

Phrase of the day: "Future-directed Postfactual Speculation". A planning technique ('backcasting' - analogous to 'forecasting')

Phrase of the day: "Future-directed Postfactual Speculation". A planning technique ('backcasting' - analogous to 'forecasting') for deciding what steps would need to be taken to reach a particular future state. Used by futurists to help identify important factors that may lie ahead. "Backcasting is increasingly...
Source: wikipedia.org


Source: downes.ca

Screening for Osteoporosis to Prevent Fractures: US Preventive Services Task Force Recommendation Statement: This 2018 Recommendation

Screening for Osteoporosis to Prevent Fractures: US Preventive Services Task Force Recommendation Statement: This 2018 Recommendation Statement from the US Preventive Services Task Force recommends screening for osteoporosis with bone measurement testing to prevent osteoporotic fractures in women 65...
Source: jamanetwork.com

Betraying the Science on Vegan Nutrition: After the prolonged comment thread in Harriet Hall's review of this book in July,

Betraying the Science on Vegan Nutrition: After the prolonged comment thread in Harriet Hall's review of this book in July, given the controversy, we were willing to consider a guest post offering another perspective. In this case, the perspective, from a dietician, is similar to Harriet's, the main...
Source: sciencebasedmedicine.org


Source: downes.ca


Source: downes.ca

Aligning an undergraduate psychological medicine subject with the mental health needs of the local region: The James Cook

Aligning an undergraduate psychological medicine subject with the mental health needs of the local region: The James Cook University (JCU) medical school recently revised its Year 2 human development and behaviour module to be more relevant and practical for students, and more aligned with the mental...
Source: biomedcentral.com

Tales of the Undead ... Learning Theories: The Learning Pyramid | ACRLog The story and myth of Edgar Dale's cone of experience.

Tales of the Undead ... Learning Theories: The Learning Pyramid | ACRLog The story and myth of Edgar Dale's cone of experience. "If you’re involved with student learning, you are probably familiar with the Learning Pyramid. This diagram breaks down different modes of learning and argues that more...
Source: acrlog.org

Why There Are No Bosses at Valve - that is what you need if you want to have a creative and agile business. Hire the right

Why There Are No Bosses at Valve - that is what you need if you want to have a creative and agile business. Hire the right people and give them 6 months to adjust. An article from 2012 on Valve Software—"the company behind the Half-Life, Counter-Strike, and Portal video game series—released its...
Source: bloomberg.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...

Stephen's Web ~ Blockchain in Education ~ Stephen Downes

Stephen's Web ~ Blockchain in Education ~ Stephen Downes
Source: downes.ca

Using social media to support small group learning: Medical curricula are increasingly using small group learning and less

Using social media to support small group learning: Medical curricula are increasingly using small group learning and less didactic lecture-based teaching. This creates new challenges and opportunities in how students are best supported with information technology. We explored how university-supported...
Source: biomedcentral.com

Reducing patient mortality, length of stay and readmissions through machine learning-based sepsis prediction in the emergency

Reducing patient mortality, length of stay and readmissions through machine learning-based sepsis prediction in the emergency department, intensive care unit and hospital floor units. Sepsis management is a challenge for hospitals nationwide, as severe sepsis carries high mortality rates and costs...
Source: bmj.com

Is Python Really the Fastest-Growing Programming Language? - Slashdot: An anonymous reader quotes Stack Overflow Blog: In

Is Python Really the Fastest-Growing Programming Language? - Slashdot: An anonymous reader quotes Stack Overflow Blog: In this post, we'll explore the extraordinary growth of the Python programming language in the last five years, as seen by Stack Overflow traffic within high-income countries. The term...
Source: slashdot.org

Coming back from the edge: a qualitative study of a professional support unit for junior doctors: It is known that many

Coming back from the edge: a qualitative study of a professional support unit for junior doctors: It is known that many trainee doctors around the world experience work satisfaction but also considerable work stress in the training period. Such stress seems to be linked to multiple factors including...
Source: biomedcentral.com

Longitudinal evaluation of a pilot e-portfolio-based supervision programme for final year medical students: views of students,

Longitudinal evaluation of a pilot e-portfolio-based supervision programme for final year medical students: views of students, supervisors and new graduates: Little is known about how best to implement portfolio-based learning in medical school. We evaluated the introduction of a formative e-portfolio-based...
Source: biomedcentral.com

Revisiting: Is Access to the Research Paper the Same Thing as Access to the Research "Results"? - The Scholarly Kitchen:

Revisiting: Is Access to the Research Paper the Same Thing as Access to the Research "Results"? - The Scholarly Kitchen: Is access to the research paper really the same thing as access to the research results themselves? What about patents on publicly funded research? Revisiting a 2013 post to re-examine...
Source: sspnet.org