Longitudinal Viral Load Clustering for People With HIV Using Functional Principal Component Analysis
Discussion: The findings highlight the impact of continuous clustering in understanding the distinct viral profiles of PWH and emphasize the importance of tailored treatment and insights to target interventions for all PWH.
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2025-01-01
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| Series: | AIDS Research and Treatment |
| Online Access: | http://dx.doi.org/10.1155/arat/5890464 |
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| _version_ | 1832087941347803136 |
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| author | Yunqing Ma Xueying Yang Jiayang Xiao Xiaoming Li Bankole Olatosi Jiajia Zhang |
| author_facet | Yunqing Ma Xueying Yang Jiayang Xiao Xiaoming Li Bankole Olatosi Jiajia Zhang |
| author_sort | Yunqing Ma |
| collection | DOAJ |
| description | Discussion: The findings highlight the impact of continuous clustering in understanding the distinct viral profiles of PWH and emphasize the importance of tailored treatment and insights to target interventions for all PWH. |
| format | Article |
| id | doaj-art-2304a6c1caa34f28a49cbe60f721305f |
| institution | Kabale University |
| issn | 2090-1259 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | AIDS Research and Treatment |
| spelling | doaj-art-2304a6c1caa34f28a49cbe60f721305f2025-02-06T00:00:01ZengWileyAIDS Research and Treatment2090-12592025-01-01202510.1155/arat/5890464Longitudinal Viral Load Clustering for People With HIV Using Functional Principal Component AnalysisYunqing Ma0Xueying Yang1Jiayang Xiao2Xiaoming Li3Bankole Olatosi4Jiajia Zhang5Department of Epidemiology and BiostatisticsSouth Carolina Smartstate Center for Healthcare QualityDepartment of Epidemiology and BiostatisticsSouth Carolina Smartstate Center for Healthcare QualitySouth Carolina Smartstate Center for Healthcare QualityDepartment of Epidemiology and BiostatisticsDiscussion: The findings highlight the impact of continuous clustering in understanding the distinct viral profiles of PWH and emphasize the importance of tailored treatment and insights to target interventions for all PWH.http://dx.doi.org/10.1155/arat/5890464 |
| spellingShingle | Yunqing Ma Xueying Yang Jiayang Xiao Xiaoming Li Bankole Olatosi Jiajia Zhang Longitudinal Viral Load Clustering for People With HIV Using Functional Principal Component Analysis AIDS Research and Treatment |
| title | Longitudinal Viral Load Clustering for People With HIV Using Functional Principal Component Analysis |
| title_full | Longitudinal Viral Load Clustering for People With HIV Using Functional Principal Component Analysis |
| title_fullStr | Longitudinal Viral Load Clustering for People With HIV Using Functional Principal Component Analysis |
| title_full_unstemmed | Longitudinal Viral Load Clustering for People With HIV Using Functional Principal Component Analysis |
| title_short | Longitudinal Viral Load Clustering for People With HIV Using Functional Principal Component Analysis |
| title_sort | longitudinal viral load clustering for people with hiv using functional principal component analysis |
| url | http://dx.doi.org/10.1155/arat/5890464 |
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