Using Machine Learning Algorithms to Predict Risk for Development of Calciphylaxis in Patients with Chronic Kidney Disease

Autor: Kleiman, Ross S., LaRose, Eric R., Badger, Jonathan C., Page, David, Caldwell, Michael D., Clay, James A., Peissig, Peggy L.

Publikováno v: AMIA Summits on Translational Science Proceedings

Calciphylaxis is a disorder that results in necrotic cutaneous lesions with a high rate of mortality. Due to its rarity and complexity, the risk factors for and the disease mechanism of calciphylaxis are not fully understood. This work focuses on the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::b52af281838f11b0837edefadcd51fd0
http://europepmc.org/articles/PMC5961821

Using Machine Learning Algorithms to Predict Risk for Development of Calciphylaxis in Patients with Chronic Kidney Disease.

Autor: Kleiman RS; Marshfield Clinic Research Institute, Marshfield, WI.; Department of Computer Sciences, University of Wisconsin, Madison, WI., LaRose ER; Marshfield Clinic Research Institute, Marshfield, WI., Badger JC; Marshfield Clinic Research Institute, Marshfield, WI.; Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison, WI., Page D; Department of Computer Sciences, University of Wisconsin, Madison, WI.; Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison, WI., Caldwell MD; Center for Hyperbaric Medicine and Tissue Repair, Marshfield Clinic., Clay JA; Department of Surgery, Marshfield Clinic., Peissig PL; Marshfield Clinic Research Institute, Marshfield, WI.

Publikováno v: AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science [AMIA Jt Summits Transl Sci Proc] 2018 May 18; Vol. 2017, pp. 139-146. Date of Electronic Publication: 2018 May 18 (Print Publication: 2018).