Essays about: "k-prototypes algorithm"

Found 2 essays containing the words k-prototypes algorithm.

1. 1. An Application of Cluster Analysis in Identifying and Evaluating Prognostic Subgroups for Therapy-Related Acute Myeloid Leukemia

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Stefanie Antonilli; [2022]
   Keywords : AML; lymphoma; heterogeneous data; cluster analysis; k-prototypes algorithm;

   Abstract : Treatment for lymphoma with alkylating therapy is known to increase the risk of secondary malignancies such as Acute Myeloid Leukemia (AML), although the risk is not fully understood. This study investigates the characteristics of AML that arise after lymphoma treatment in contrastto AML cases without a prior lymphoma. READ MORE

3. 2. Identification of Phenotypes in Cardiac Arrest Patient Cohorts

   University essay from Lunds universitet/Matematisk statistik

   Author : Rebecca Lütz; [2021]
   Keywords : Mathematics and Statistics;

   Abstract : In this thesis, it is analysed if cardiac arrest patients can be grouped into similar clusters based on different underlying conditions and clinical variables and if there is a difference between clusters in either mortality or neurological outcome as measured by the Cerebral Performance Categories (CPC) scale. The two data sets both contain a targeted temperature management variable which indicates whether or not patients are cooled down upon arrival as well as a variety of continuous and categorical variables. READ MORE