Interest in machine-learning applications within medicine has been growing, but few studies have progressed to deployment in patient care. We present a framework, context and ultimately guidelines for accelerating the translation of machine-learning-based interventions in health care. To be successful, translation will require a team of engaged stakeholders and a systematic process from beginning (problem
AI and machine learning can transform data from health records — “real world data” — into “real world evidence” that will bolster the medical community’s collective knowledge exponentially. Yet, clinical decision support platforms are the only way all this added practice-based knowledge can actually be used to improve overall care. Since Stanford Medicine’s 2018 Health Trends
It could lead to a new generation of personalized artificial organs. Bioprinting holds great potential for repairing injuries, testing drugs or replacing whole organs, but it’s currently limited in complexity, viability and speed — you can’t just create tissue on a whim. Soon, though, it might be a matter of crafting whatever you need when you need
A new scalable, high-throughput fabrication process that makes use of roll-to-roll printing and laser cutting can produce wearable sweat sensors rapidly and reliably and on a large scale. The devices, which can almost instantly detect and analyse electrolytes, metabolites and other biomolecules contained in sweat, could be employed in real-world applications and not just as laboratory
Artificial limbs made out of plastic water bottles could save healthcare providers millions of pounds and help tackle pollution at the same time. An expert at De Montfort University Leicester (DMU) has successfully manufactured the first-of-its-kind prosthetic limb socket made from recycled plastic bottles. Dr K Kandan, senior lecturer in Mechanical Engineering at DMU, found he could
The novel device’s tip measures a mere 200 microns across. Researchers have developed a new self-calibrating endoscope that produces 3D images of objects smaller than a single cell. Without a lens or any optical, electrical or mechanical components, the tip of the endoscope measures just 200 microns across, about the width of a few human
The platform allows the testing of conditions that cannot be easily replicated in animals. Researchers from TARA Biosystems and GlaxoSmithKline (GSK) have published data demonstrating that TARA’s engineered heart-on-a-chip system replicated drug responses found in adult humans. The findings, published in the Journal of Toxicological Sciences, show TARA’s 3D-cardiac tissue platform can predict how human hearts will
Source STAT Rapid advances in the development of medical devices in the 21st century are contributing to healthier lives, but bring with them a new challenge: teaching clinicians how to use these often-complicated technologies. Teaching them poorly, or failing to do it at all, can negate the potential benefits and put patients at risk of
It has taken some time in finally getting its official launch, but government has opened the doors to a new public-private research hub aimed at using new digital technologies to build products and services to help keep elderly people in their own homes for longer. The Research Hub for Digital Enhanced Living being housed at Deakin University aims
Researchers in the US have developed a rapid, artificial intelligence (AI)-based test that can identify patients with an abnormal heart rhythm, even when it appears normal. This 10 second test for atrial fibrillation could be a significant improvement over current test procedures that can take weeks or even years (Lancet 10.1016/S0140-6736(19)31721-0). Atrial fibrillation is a common
