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Renal care large Fresenius Medical Care has accomplished the primary section of its anonymized world dialysis dataset—coined the Apollo database undertaking, which the corporate stated is the muse of its long-term AI aspirations.
Supposed to advance affected person care high quality and outcomes by making kidney illness care extra customized and exact, the database gives a view into the scientific care supplied to greater than 540,000 dialysis sufferers, the biggest multinational, longitudinal database of its variety.
Part one of many Apollo Database undertaking harmonizes knowledge from throughout the corporate’s world scientific methods into the cloud, aggregating knowledge from 40 nations throughout six continents on greater than 350 affected person remedy parameters. It consists of data from greater than 140 million dialysis remedies, and greater than 34 million laboratory assessments.
“Synthetic intelligence is simply nearly as good as the information that powers it,” stated Frank Maddux, M.D., world chief medical officer, in a press release. “The Apollo database is just not solely serving to advance our understanding of kidney illness and dialysis therapies by means of data-driven insights. It additionally gives knowledge that is top of the range, related and well timed, three very important knowledge attributes which might be essential to attaining AI aspirations at scale.”
“The info created throughout Fresenius Medical Care’s world scientific footprint is unmatched in its breadth and depth, and is without doubt one of the firm’s biggest aggressive benefits,” stated Stuart McGuigan, world CIO of Fresenius Medical Care, in a press release. “Reimagining our digital infrastructure has been a key a part of our organizational transformation, and the achievement of the Apollo Database undertaking is a crucial benchmark in not simply our digital transformation, however in our long-term AI technique.”
“Dialysis care generates a considerable amount of knowledge that can be utilized for secondary functions, however multinational datasets are scarce as a result of elementary want for adherence to various complicated knowledge safety laws all over the world, in addition to the challenges in harmonization of information from completely different scientific methods,” stated Len Usvyat, Ph.D., head of Medical Superior Analytics for Fresenius Medical Care, in a press release. “This essential knowledge device will increase the pace and robustness of the corporate’s analytical capabilities and gives better consistency in producing data-driven scientific insights. The data gained from these efforts have the potential to enhance not simply the apply of medication, however extra importantly the standard of life for individuals with kidney illness.”
The undertaking is coordinated by the International Medical Workplace in collaboration with the corporate’s Digital Expertise & Innovation, Care Supply and Care Enablement groups. The undertaking is already powering greater than 15 scientific enchancment tasks, similar to a world feasibility evaluation of the expanded use of an Anemia Management Mannequin, a man-made intelligence mannequin being utilized in many nations to optimize use of erythropoietin stimulating brokers and iron therapies in dialysis sufferers.
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