Ensemble clustering of longitudinal bivariate HIV biomarker profiles to group patients by patterns of disease progression.

Lynch, Miranda L; DeGruttola, Victor.

Affiliation

Lynch ML; Hauptman-Woodward Medical Research Institute, 700 Ellicott Street, Buffalo, NY 14203 USA.
DeGruttola V; Department of Biostatistics, Harvard T. H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA 02115 USA.

Int J Data Sci Anal ; 14(3): 305-318, 2022.

Article in En | MEDLINE | ID: mdl-35528805

Key words

Dynamic time warping; Ensemble clustering; HIV biomarkers; HIV disease progression; Shape-respecting distances

Full text: 1 Database: MEDLINE Language: En Journal: Int J Data Sci Anal Year: 2022 Type: Article

Full text: 1 Database: MEDLINE Language: En Journal: Int J Data Sci Anal Year: 2022 Type: Article