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Automatic Detection of Osteoporosis in Electronic Consultation (eConsult) Service Using Natural Language Processing [Health care informatics]

Annals of Family Medicine

Outcome Measures We used a combination of evaluation indices, such as accuracy, precision, recall, to decide the optimum feature engineering approach and model. Results Training sample from eConsult, TFIDF transformation with the Stochastic Gradient Descent model could distinguish osteoporosis cases by 91% accuracy.

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BE labeling Rule Challenge Largely Fails but Court Takes Issue with Electronic and Text Message Disclosure Options

FDA Law Blog

Plaintiffs challenged the use of the term bioengineered (rather than GMO or genetically engineered), the limitation of the mandatory disclosure being required only if the food contains detectable modified genetic material and the options of using a QR code disclosure or a text message for the disclosure statement.

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Wearable skin patch monitors hemoglobin in deep tissues

Medical Xpress

A team of engineers at the University of California San Diego has developed an electronic patch that can monitor biomolecules in deep tissues, including hemoglobin.

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The Future Of Vision And Eye Care

The Medical Futurist

Running trials in animals will take additional engineering and safety tests. In February 2017, experts at the Center for Genome Engineering, within the Institute for Basic Science (IBS) reported the use of CRISPR in performing “gene surgery” in the layer of tissue that supports the retina of living mice.

Diabetes 105
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FDA Releases Final Guidance on Use of Digital Health Technologies for Remote Data Acquisition in Clinical Investigations

FDA Law Blog

Considerations for design of usability evaluation are provided as well as a statement that the principles in the FDA’s guidance on Applying Human Factors and Usability Engineering to Medical Devices may be helpful in designing appropriate usability evaluations for DHTs.

Clinic 105
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Podcast: AI, innovation, and value-based care in medicine

Permanente Medicine

Nguyen shared the multiple benefits of an AI ambient listening tool — recently rolled out nationally to more than 25,000 Permanente physicians — that transcribes office visits (with patient consent) that can be edited and added to electronic health records. The second thing is really around patient self-service.

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Mastering Responses to FDA 510(k) AI Letters: A Strategic Approach

FDA Law Blog

When a firm submits a Traditional 510(k), FDA first performs the acceptance review to determine whether a submission is administratively complete, or passes the technical screening for an electronic submission submitted using the eSTAR. An AI letter typically begins with the most significant deficiencies.