第22回 日本医療情報学会春季学術大会
Year-In-Review 文献リスト

文献タイトル URL
Ten key considerations for the successful optimization of large-scale health information technology https://academic.oup.com/jamia/article/24/1/182/2631436
Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review https://academic.oup.com/jamia/article/24/1/198/2631444
Health information technology and patient safety https://academic.oup.com/jamia/issue/24/2
Engineering technology resilience through informatics safety science https://academic.oup.com/jamia/article/24/2/244/2769507
Problems with health information technology and their effects on care delivery and patient outcomes: a systematic review https://academic.oup.com/jamia/article/24/2/246/2723147
Special Focus on Biomedical Data Science https://academic.oup.com/jamia/issue/25/1
Data Sciences and Informatics: What’s in a name? https://academic.oup.com/jamia/article-abstract/25/1/109/4837306
Clinical Informatics Researcher's Desiderata for the Data Content of the Next Generation Electronic Health Record. https://www.ncbi.nlm.nih.gov/pubmed/29270955
Four ethical priorities for neurotechnologies and AI https://www.nature.com/news/four-ethical-priorities-for-neurotechnologies-and-ai-1.22960
Federated Learning: Collaborative Machine Learning without Centralized Training Data https://ai.googleblog.com/2017/04/federated-learning-collaborative.html
Artificial Intelligence: Chess match of the century https://www.nature.com/articles/544413a
Dermatologist-level classification of skin cancer with deep neural networks https://www.nature.com/articles/nature21056
The most popular genes in the human genome https://www.nature.com/articles/d41586-017-07291-9
Informed Consent https://www.nejm.org/doi/full/10.1056/NEJMra1603773
A 21st-Century Health IT System — Creating a Real-World Information Economy https://www.nejm.org/doi/full/10.1056/NEJMp1700235
Emerging from EHR Purgatory — Moving from Process to Outcomes https://www.nejm.org/doi/full/10.1056/NEJMp1700601
The HITECH Era and the Path Forward https://www.nejm.org/doi/full/10.1056/NEJMp1703370
Lost in Thought — The Limits of the Human Mind and the Future of Medicine https://www.nejm.org/doi/full/10.1056/NEJMp1705348
Sharing Clinical and Genomic Data on Cancer — The Need for Global Solutions https://www.nejm.org/doi/full/10.1056/NEJMp1612254
Machine Learning and Prediction in Medicine — Beyond the Peak of Inflated Expectations https://www.nejm.org/doi/full/10.1056/NEJMp1702071
Cyberattack on Britain’s National Health Service — A Wake-up Call for Modern Medicine https://www.nejm.org/doi/full/10.1056/NEJMp1706754
https://www.nejm.org/doi/full/10.1056/NEJMp1707212 https://www.nejm.org/doi/full/10.1056/NEJMp1707212
Evidence for Health Decision Making — Beyond Randomized, Controlled Trials https://www.nejm.org/doi/full/10.1056/NEJMra1614394
Real-World Evidence Generation and Evaluation of Therapeutics https://www.nap.edu/catalog/24685/real-world-evidence-generation-and-evaluation-of-therapeutics-proceedings-of
Examining the Impact of Real-World Evidence on Medical Product Development https://www.nap.edu/catalog/25024/examining-the-impact-of-real-world-evidence-on-medical-product-development
Big data and the industrialization of neuroscience: A safe roadmap for understanding the brain? http://science.sciencemag.org/content/358/6362/470
AI Transforms Science http://science.sciencemag.org/content/357/6346
DeepStack: Expert-level artificial intelligence in heads-up no-limit poker http://science.sciencemag.org/content/356/6337/508
Prediction http://science.sciencemag.org/content/355/6324/477
Whether to Intubate During Cardiopulmonary Resuscitation https://jamanetwork.com/journals/jama/article-abstract/2598715
Conventional Wisdom vs Big Data
Association Between Tracheal Intubation During Pediatric In-Hospital Cardiac Arrest and Survival https://jamanetwork.com/journals/jama/fullarticle/2565184
Unintended Consequences of Machine Learning in Medicine https://jamanetwork.com/journals/jama/article-abstract/2645762
The Evolution of Patient Diagnosis https://jamanetwork.com/journals/jama/article-abstract/2660098
From Art to Digital Data-Driven Science
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer https://jamanetwork.com/journals/jama/fullarticle/2665774
Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes https://jamanetwork.com/journals/jama/fullarticle/2665775


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