Carl A. Latkin
Papers
4
Total Citations
618
H-Index
4
About
Carl A. Latkin is a prominent researcher whose work has made significant contributions to the intersection of artificial intelligence, health informatics, and medicine. His scholarship has shaped the global understanding of how AI technologies are being applied across diverse medical domains, including cardiovascular disease, cerebrovascular conditions, and diabetes management. Latkin's most influential contribution, a 2019 bibliometric study on the global evolution of AI in health and medicine, has garnered an impressive 458 citations, establishing it as a foundational reference in the field. This work offered a sweeping historical and geographical analysis of over 27,000 published papers, providing researchers and clinicians with an essential roadmap of the discipline's development. Building on this, his parallel investigation into AI applications in stroke and heart disease management (101 citations) deepened the evidence base for clinical decision-making tools powered by machine learning. His methodological versatility is further demonstrated through his application of Latent Dirichlet Allocation to model AI research topics in medicine, as well as his targeted analysis of AI in diabetes care. Together, these works reveal a researcher committed to synthesizing sprawling literatures into actionable insights, equipping the broader scientific community with clarity about where AI innovation in healthcare stands and where it is headed.
Research Focus
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Top Papers
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