AI in Chronic Disease Management I
Chronic disease management is complicated and onerous, both for the care team and for the patients. Most chronic disease management programs haven’t shown significant ROI. It’s a daily process that requires attention, follow-through, follow-ups, and ongoing communication. Most patients don’t have the time or patience for it and most care teams don’t have enough resources […]
AI in Precision Medicine II
AI can have a big impact in oncology through the analysis of genomics and mutations and matching those with the best treatment combinations and the right clinical trials. Tempus taps into clinical and biological data to create a digital twin and uses nearest neighbor analysis to find the best course of management. Another startup developing […]
AI in Precision Medicine I
Genomics is enabling more individualized treatment by providing insights into which genes contribute to various medical conditions. For example, scientists are currently using genomics to understand how COVID-19 spreads and affects the immune system. This information could help with vaccine development. A single human genome sequence generates between 300GB to 1TB of data. Technological […]
AI in Mental Health Therapeutics
We’ve already discussed how AI and mobile devices can be a powerful combination to remotely diagnose and monitor mental health conditions. The emerging digital biomarkers that can detect mood based on voice, activity and interaction with smart devices will be vital for the better diagnosis and management of mental health. It turns out that this […]
AI and Robotics
The use of robotics in healthcare isn’t new. The Davinci system has been used for various types of surgeries and the uses cases have been expanding for some time now. Recently, with the introduction of AI in healthcare and its expanding use cases, some interesting overlaps between these two areas are emerging. One of […]
Digital Therapeutics
DIGITAL THERAPEUTICS have gained momentum in recent years. What was once thought to be an adjunctive form of treatment at best and a toy at worst is now headed toward mainstream clinical practice. There are FDA-approved solutions for a number of conditions, including addiction, depression and PTSD. Some of these are prescription treatments and are […]
AI in Democratizing Care
AI may be able to make certain types of tests and therapeutics more available to a larger swath of the population because it could help frontline clinicians, like primary care doctors and nurse practitioners, to perform specialized testing like ultrasounds. That’s because AI can provide real-time guidance and feedback that will enable them to perform […]
Sound AI II
Google is also using its smart devices for health monitoring, as is shown by the fact that they updated their Nest Hub with a sleep tracking feature. It uses the combination of radar and an algorithm to track sleep and to detect snoring and coughing. In the future, we can expect researchers to build on […]
Sound AI I
Given how we’re increasingly engaged in the digital world using our smart phones, joining Zoom meetings, exchanging voice messages and interacting with home assistants like Alexa, a huge number of sound files are being created. These sound files are digital and contain structured data. This is a great resource for AI algorithms to mine for […]
AI For Remote Examination
Other key applications involve using AI in hardware that can collect key biometric data or enable onsite and remote physical examinations. Companies such as Eko, Tytocare and Aevice Health allow for the remote examination of heart and lung sounds, eyes and ears thanks to AI-embedded stethoscopes and other hardware. AI-based smartphone exams are being considered […]