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"The relationship between doctors and patients has eroded over recent decades, with minimal time and keyboards as the main culprits. Physicians-and all clinicians-are experiencing burnout at increasing rates, and superficial contact with patients is resulting in diagnostic errors and unnecessary tests and procedures. In his latest book, Deep Medicine: How Artificial Intelligence Can Make Healthcare Human Again, Eric Topol, MD, reveals how artificial intelligence (AI) can help restore the critical human connection between doctor and patient. Described by many in the medical field as a futurist, Topol gives readers a deep dive into how AI will not only transform the practice of medicine, but also radically reshape health systems and impact biomedical research."

"Optimize for Time, Cost, Risk, and Patient Centricity Think of Trials.ai as the best second opinion you've ever had. The result is an optimized trial that ultimately enables a new treatment to reach patients faster- all through the lens of time, cost, and patient centricity powered by our Patient Burden Index™. ‍ Our system also looks for potential pitfalls that might need to be flagged and adjusted. Get feedback about how each decision you make affects:"

"A rapidly entering health care and serving major roles, from automating drudgery and routine tasks in medical practice to managing patients and medical resources. As developers create AI systems to take on these tasks, several risks and challenges emerge, including the risk of injuries to patients from AI system errors, the risk to patient privacy of data acquisition and AI inference, and more. Potential solutions are complex but involve investment in infrastructure for high-quality, representative data; collaborative oversight by both the Food and Drug Administration and other health-care actors; and changes to medical education that will prepare providers for shifting roles in an evolving system."

"Lirio is a behavior change AI platform that unites behavioral science with artificial intelligence powering your ability to move people along their unique journey to better health through person-centered communication."

Recommended by Soloperto

"Realizing the promise of AI for people with chronic conditions requires rebuilding our health information system so that patients own their own data."

Spend Money on AI or Just Give Doctors More Time? Eric J. Topol, MD; Abraham Verghese, MD; Danielle Ofri, MD, PhD DISCLOSURES September 04, 2019

"Our Mission Our mission is to provide exceptional personalized care, knowledgeable support, and scalable access to mental health and well-being for billions across the world. In over 250 international cities, Kintsugi is the first modern talk therapy app that leverages AI to scale access."

"Mayo Clinic has launched a new initiative to collect and analyze patient data from remote monitoring devices and diagnostic tools and to use artificial intelligence to accelerate diagnoses and disease prediction. The goal is to help physicians make better, faster and more accurate diagnoses and detect diseases even before symptoms develop, said John Halamka, M.D., a physician and president of Mayo Clinic Platform."

"Every patient has a story Medicine used to be a one-size fits all model. Disease X meant treatment Y. Doctors made decisions and patients listened.  Clinical trials were our only data source. But those days are over. Medicine has gotten personal.   Today, we know  that every patient has a unique medical story. The best care requires knowing those stories and the next generation of medical discovery requires compiling those stories into structured data sets.   That's why PicnicHealth works directly with patients to gather and manage complete, up-to-date medical records. That's also why with our PicnicAI platform, we go beyond serving patients directly, and partner with the most innovative Life Sciences companies to sponsor PicnicHealth accounts for groups of research volunteers. Only by putting patients in control of their own data will we move beyond fragmented, unstructured medical records for both individual patient benefit today and for the opportunity to meaningfully contribute to tomorrow's medicine."

Interview with Grace Chang, CEO of startup Kintsugi, an AI powered voice activated journaling app I've used intermittently for several months. ~ Dennis

"Cahana broke down the possibilities presented by distributed ledger technology. "Blockchain offers an operational environment that allows us to analyze data at its source. We don't need to create these huge data banks that can be hacked and manipulated. We don't need to bring the data to the algorithm, the algorithm can go to the data. It is called federated learning which is like machine learning together with privacy-preserving technologies," said Cahana. "The idea of introducing a whole token economy into healthcare is to transform people from health service consumers to health and wealth producers. As opposed to artificial intelligence (AI), machine learning, genomics, telemedicine, and all these things that are innovative and are general-purpose technologies that make things faster, better and cheaper, blockchain really is disruptive in the business model. It really transforms digital healthcare from patient-centric to patient-driven. People can drive their own health similar to how they invest in their wealth.""

"We are a pattern discovery company. We find novel patterns in complex data that cannot be discovered using conventional techniques or tools, even on exascale computers. We are not just another machine learning or AI company: we developed a proprietary, end-to-end system for generating new hypotheses and insights from data to help you transform your research or business. Our hypothesis-generating engine is prompting new ways of assessing and solving some of the most difficult and entrenched problems in medical research."

HALE SPORTS LIVES AT THE INTERSECTION OF HIGH PERFORMANCE TRAINING AND LIFE SCIENCE RESEARCH. WE FOCUS ON PROFESSIONAL, COLLEGIATE, AND EXCEPTIONAL YOUTH ATHLETES TO EXPLAIN THE WAY THEY ARE BUILT AND HOW THEY FUNCTION. HALE HAS DEVELOPED A UNIQUE SYSTEM, BASED ON THE HALE ENGINE - A DATA-DRIVEN PLATFORM THAT INTEGRATES MULTIPLE TYPES OF DATA USING RIGOROUS AI TECHNIQUES - TO DELIVER PERSONALIZED, PRIORITIZED TRAINING AND HEALTH MANAGEMENT PLANS TO ATHLETES.

"WIFIRE's mission is to turn data into a utility for advancing fire science. This mission comprises: Building workflows to integrate data, software and computing infrastructure Creating systems, services and tools for AI integrated fire science Translating scientific and data advancements into practical use in response and planning"

"LearnSphere integrates existing and new educational data and analysis repositories to offer the world's largest learning analytics infrastructure with methods, linked data, and portal access to relevant resources." Stanford is working with the Tigris online workflow authoring tool. Need to explore this tool. No UCSD links?

This is the CMU Tigris login page.

Tempus is making precision medicine a reality. Through the power of artificial intelligence, we believe all patients will eventually be on their own personalized diagnostic and therapeutic path. With the world's largest library of clinical and molecular data, and an operating system to make that data accessible and useful, we enable physicians to make real-time, data-driven decisions to deliver personalized patient care and in parallel facilitate discovery, development and delivery of optimized therapeutic options for patients through distinctive solution sets.