npj Digital Medicine
An online open-access journal dedicated to publishing research in all aspects of digital medicine, including the clinical application and implementation of digital and mobile technologies, virtual healthcare, and novel applications of artificial intelligence and informatics.
Skin Tone Analysis for Representation in Educational Materials (STAR-ED)
Introducing an open-source AI tool that automatically, scalably, and accurately reports the distribution of skin types in a digital file of a medical textbook to flag inequities in the training of healthcare professionals.
Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications
Can synthetic data improve AI models? A generative model for synthesizing mixed-type timeseries health records, including physiological signals, lab test results, and medication uses, improves the downstream applications of AI method in critical care.
A generalizable deep learning regression model for automated glaucoma screening from fundus images
G-RISK: Generalizable glaucoma detection for real-world impact
Advancing Precision Medicine: Physics-Informed Neural Networks to Unlock Actionable Insights from Wearables
Discover the power of AI in healthcare with Physics-Informed Neural Networks (PINNs). These novel models unlock insights from wearable sensor data, revolutionizing precision medicine with less reliance on ground truth data.
Ethiopian health-decision makers likely to use data-driven predictive models in their future work to decide on cervical cancer interventions
We discuss what Ethiopian decision-makers require from predictive mathematical models, particularly compartmental transmission models, to improve decisions for cervical cancer interventions. We used deliberative interviews, a novel interview style, to co-create knowledge.
A simple bubble-popping game can assess motor skills in young autistic children
A simple bubble-popping game created by our research team revealed differences in visual-motor skills in young autistic children. These differences were accentuated when autistic children had co-occurring ADHD. This engaging game could be part of a broader and scalable digital autism screening tool.
