This project represents the first systematic assessment of the US Food and Drug Administration’s postmarket surveillance of legally marketed artificial intelligence and machine learning based medical devices. We focus on the Manufacturer and User…
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Background: Patients undergoing major surgery are at risk of complications and delayed recovery. Prehabilitation has shown promise in improving postoperative outcomes. Offering prehabilitation by means of mHealth can help overcome barriers for participating in…
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Background: Mobile health (mHealth) has been continuously developed to support the HIV care continuum for people living with HIV (PLWH). Considering the practical needs and acceptability of digital health solutions, it is essential to…
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Health systems have generally found success with interoperability among medical devices, electronic health records and other IT platforms. Still, providers have been slower to adopt some of these technologies than expected, hindering wider successes with…
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Federated learning (FL) is advancing cancer research by enabling privacy-preserving collaborative training of machine learning (ML) models on diverse, multi-centre data. This systematic review synthesises current knowledge on state-of-the-art FL in oncology, focusing on…
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Background: Two-thirds of people aged 65 and older require help with daily activities such as eating, bathing, and getting in and out of bed or a chair. Walking-assist wearable robots have shown significant improvements…
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Background: The adoption of high-quality health apps has been slow, despite the myriad benefits associated with their use. This is partly due to concerns regarding the effectiveness, safety, and data privacy of such apps….
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Background: Developmental language disorder (DLD) is one of the most common neurodevelopmental disorders. Effective intervention is vital to improving the quality of life for individuals with DLD and preventing negative effects in adulthood. Digital…
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Background: Cataract is the world’s leading cause of avoidable blindness. High-quality cataract surgery is a cost-effective procedure to restore vision. In low- and middle-income countries (LMIC), there are high rates of poor outcomes after…
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The Challenge: Post-Discharge Engagement Gap
Discovery Behavioral Health, operating 130 treatment programs nationwide, recognized a critical opportunity to enhance their post-discharge patient care. Despite delivering exceptional in-facility treatment, their follow-up capabilities remained primarily reactive rather…
