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How Central Florida Healthcare Providers Are Balancing Innovation with Human Oversight, Patient Safety
The health care industry has integrated AI to enhance diagnostics and efficiency. Human oversight remains crucial for patient safety and data security. Over 900 AI tools have been approved by the FDA for medical use. Data-driven artificial intelligence (AI) tools are changing the way health care workers help patients. Orlando Business Journal spoke with health care professionals at Nemours, Orlando Health, AdventHealth, the U.S. Department of Veterans Affairs and University of Central Florida about the strengths, weaknesses, opportunities and threats surrounding AI in health care. AI tools can't be relied upon alone to replace health care professionals' medical knowledge and experience, since any given decision could be the difference between life and death. "The health care provider is the trained content expert,” said Richard Zraick, a speech language pathologist and founding director of the University of Central Florida's School of Communication Sciences and Disorders. “They have the knowledge, the expertise and the clinical experience to know what it is and what questions they're supposed to ask, and they know if the answers they're getting [from AI] make sense or not for an individual patient, because health care is highly individualized.” Zraick sees the importance of focusing on personalized medicine regularly while working with speech-impaired patients. AI is being used to analyze speech patterns and validate what he’s hearing with his own ears. The emergence of data-driven AI in health care has the potential to energize a new generation of aspiring doctors, physicians and nurses, and perhaps more importantly, empower patients to have more access and understanding of their own care. “We are living in this exciting age where we are seeing a lot of successful stories with how AI is able to change our daily lives, but in health care it’s only scratching the surface,” said Chen Chen, an associate professor at UCF’s Center for Research in Computer Vision. “Nurse practitioners spend a lot of time charting at the nursing station, so these AI tools can enhance their efficiency so they can spend more time with the patients.”
Orlando Inno
UCF Alum, Tech Entrepreneur’s New Venture Tackles Constraints in AI, Cloud Computing
Local innovator and entrepreneur Jason Eichenholz is back at it. The co-founder of Luminar Technologies and founder of the Jonathan’s Landing nonprofit teamed with University of Central Florida Professor Rodrigo Amezcua Correa to secure $4.6 million in pre-seed funding for their Relativity Networks stealth startup, the company announced Feb. 11. Relativity Networks, a next-generation fiber-optics company, uses patent-pending hollow core fiber (HCF) cables to “change the speed of light” and transform how and where data centers can grow in an emerging world of cloud computing and artificial intelligence. “We're solving for an existential threat in the AI and data center space, which is a lack of power,” Eichenholz told Orlando Business Journal. Relativity Networks was formed in late 2023 through funding from Eichenholz, who is a product of UCF’s College of Optics and Photonics. The technology is licensed exclusively through the UCF Research Foundation. Eichenholz was coaching and mentoring other startups at UCF when Amezcua Correa approached him about his hollow core fiber creation. Eichenholz realized it was similar to what he’d written about 20 years earlier, and once he truly understood the opportunity, he decided, “I can't sit this one out. This is too great.” Winston Schoenfeld, vice president for research and innovation at UCF, said in a prepared statement that the technology “represents the next revolution in optical networking” and the breakthrough “demonstrates a decade of dedicated research by our team.”
Orlando Business Journal