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John Halamka

Boston
As seen in: LinkedIn, Nature, The Wall Street Journal, MIT Sloan Management Review, Newsweek Europe, PBS, BMJ Health & Care Informatics, Elsevier, Harvard Business Review, Mayo Clinic and
Senior Software Developer | Mind behind the safe 5 | Open source believer, Security-first thinker | #Trezor Creators of the first-ever hardware wallet (2014)
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Articles

A Deeper Dive Into Knowledge Graphs

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By John Halamka, Paul Cerrato
| Mayo Clinic
John D. Halamka, M.D., M.S., is the Dwight and Dian Diercks President, Mayo Clinic Platform, and Michael D. Brennan, M.D., President's Strategic Initiative Professor. Paul Cerrato, M.A., is a senior research analyst and communications specialist. Information overload continues to vex clinicians. The sheer quantity of data available in a patient’s electronic health record (EHR) alone makes it almost impossible to obtain a comprehensive picture of their condition.
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Accelerating AI innovation in healthcare: real-world clinical research applications on the Mayo Clinic Platform - npj Health Systems

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By Yue Stell Yu, Xinyue Hu, Sivaraman Rajaganapathy, Jingna Feng, Ahmed Abdelhameed, Xiaodi Li, Jianfu Li, Xiaoke Liu, Liu Yang, Nilüfer Ertekin-Taner, Richard Larsen, Maneesh Goyal, Nansu Zong, Vijay Shah, John Halamka, Cui Tao, Phil Fiero, Soulmaz Boroumand, Clark C. Otley
| Nature Verified
Abstract Artificial intelligence (AI) holds promise for healthcare, but real-world implementation remains difficult. The Mayo clinic platform (MCP) addresses this by providing scalable, multi-institutional, de-identified data and analytical tools. Through four research projects, we demonstrate MCP’s ability to support efficient cohort identification, AI model development, and real-world evidence generation.
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By John Halamka
| blogspot.com
In addition to evaluating the safety of software as a medical device (SaMD), the agency needs to devote more resources to evaluating its efficacy and quality. John Halamka, M.D., president, Mayo Clinic Platform, and Paul Cerrato, senior research analyst and communications specialist, Mayo Clinic Platform, wrote this article. The FDA’s approach to software as a medical device (SaMD) has been evolving. Consider a few examples.
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