Renal care big Fresenius Medical Care has accomplished the primary section of its anonymized world dialysis dataset—coined the Apollo database challenge, which the corporate mentioned is the inspiration of its long-term AI aspirations.
Supposed to advance affected person care high quality and outcomes by making kidney illness care extra personalised and exact, the database gives a view into the scientific care offered to greater than 540,000 dialysis sufferers, the most important multinational, longitudinal database of its sort.
Part one of many Apollo Database challenge harmonizes knowledge from throughout the corporate’s world scientific techniques into the cloud, aggregating knowledge from 40 nations throughout six continents on greater than 350 affected person therapy parameters. It contains info from greater than 140 million dialysis remedies, and greater than 34 million laboratory assessments.
“Synthetic intelligence is just nearly as good as the info that powers it,” mentioned Frank Maddux, M.D., world chief medical officer, in an announcement. “The Apollo database just isn’t solely serving to advance our understanding of kidney illness and dialysis therapies by 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 reaching AI aspirations at scale.”
“The information created throughout Fresenius Medical Care’s world scientific footprint is unmatched in its breadth and depth, and is among the firm’s best aggressive benefits,” mentioned Stuart McGuigan, world CIO of Fresenius Medical Care, in an announcement. “Reimagining our digital infrastructure has been a key a part of our organizational transformation, and the achievement of the Apollo Database challenge 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 basic want for adherence to various advanced knowledge safety laws all over the world, in addition to the challenges in harmonization of information from totally different scientific techniques,” mentioned Len Usvyat, Ph.D., head of Scientific Superior Analytics for Fresenius Medical Care, in an announcement. “This vital 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 information gained from these efforts have the potential to enhance not simply the observe of medication, however extra importantly the standard of life for individuals with kidney illness.”
The challenge is coordinated by the International Medical Workplace in collaboration with the corporate’s Digital Know-how & Innovation, Care Supply and Care Enablement groups. The challenge is already powering greater than 15 scientific enchancment initiatives, corresponding 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.