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Read more & apply here: nature.com/npjdigitalmed/…

New article! Read The EU passes the AI Act and its implications for digital medicine are unclear dlvr.it/T7GwSW in npj Digital Med

Using #MixedReality to help children increase their physical activity by setting goals with the help of a virtual dog via a kiosk while sharing progress with parents for support.

nature.com/articles/s4174…

New article! Read Generalization—a key challenge for responsible AI in patient-facing clinical applications dlvr.it/T7CKbF in npj Digital Med

New article! Read Virtual fitness buddy ecosystem: a mixed reality precision health physical activity intervention for children dlvr.it/T7CKZ9 in npj Digital Med

Self-supervised learning helps to understand the importance of #sleep duration regardless of sleep efficiency using #wearables .

Further, it was found that short sleepers (<6 h) had a higher risk of mortality compared to those with normal sleep duration.

nature.com/articles/s4174…

New article! Read Self-supervised learning of accelerometer data provides new insights for sleep and its association with mortality dlvr.it/T78MpX in npj Digital Med

Machine learning is not always the answer... A web app to facilitate automatic interpretation of visual field test results to improve accuracy + fairness of decision-making in #glaucoma .

The app & source code are freely available - #openscience .

nature.com/articles/s4174…

New article! Read Development and validation of machine learning algorithms based on electrocardiograms for cardiovascular diagnoses at the population level dlvr.it/T75r0P in npj Digital Med

New article! Read Predicting recurrent chat contact in a psychological intervention for the youth using natural language processing dlvr.it/T75qyk in npj Digital Med

New article! Read A validated web-application (GFDC) for automatic classification of glaucomatous visual field defects using Hodapp-Parrish-Anderson criteria dlvr.it/T73klx in npj Digital Med

New article! Read An operational guide to translational clinical machine learning in academic medical centers dlvr.it/T72FmC in npj Digital Med

New article! Read StrokeClassifier: ischemic stroke etiology classification by ensemble consensus modeling using electronic health records dlvr.it/T72FjC in npj Digital Med

This perspective discusses how a convergence of progress by patients, advocates, developers, regulators & other stakeholders is driving real progress towards enabling more digital evidence tools to be used for decision making in #drugdevelopment .

nature.com/articles/s4174…

There has been lots of interest in #ArtificialIntelligence for the diagnosis of skin cancer. In this #systematicreview & meta-analysis, authors found that AI was superior to clinicians across all levels of expertise, although comparable to dermatologists.

nature.com/articles/s4174…

Can #AI models learn from distributed data without data sharing?

This study explores #federatedlearning under multiple practical scenarios & shows that it improves language performance for biomedical NLP tasks while safeguarding data privacy.

nature.com/articles/s4174…

New article! Read Patient-centricity in digital measure development: co-evolution of best practice and regulatory guidance dlvr.it/T6zFQN in npj Digital Med

New article! Read An in-depth evaluation of federated learning on biomedical natural language processing for information extraction dlvr.it/T6w7g7 in npj Digital Med

New article! Read A systematic review and meta-analysis of artificial intelligence versus clinicians for skin cancer diagnosis dlvr.it/T6tc3S in npj Digital Med

Studies of #AI in medicine may overestimate accuracy to new situations by 20%.

Models learn hidden biases in X-rays, ECGs, clinical notes etc. instead of real disease markers. This study proposes a solution for inc. reliability in reporting of results.

nature.com/articles/s4174…