Author

Claude A. Mellins

New York State Psychiatric InstituteORCID 0000-0002-1978-7638Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:clustering· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Chaiwat Ngampiyaskul· 2 shared Jintanat AnanworanichiD· 2 shared Kea Chettra· 2 shared Kulvadee ThongpibuliD· 2 shared Pope KosalaraksaiD· 2 shared Robert H. PauliD· 2 shared Stephen John KerriD· 2 shared Suparat KanjanavanitiD· 2 shared

Activity by Year

2018-2019 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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2 shared papersNeuroscience

Chaiwat Ngampiyaskul

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2 papers

Recent·Most cited

Predicting neurodevelopmental outcomes in children with perinatal HIV using a novel machine learning algorithm

Robert H. Paul, Kyu Cho, Claude A. Mellins, Kathleen Malee, Reuben N. Robbins, Stephen John Kerr, Jiratchaya Sophonphan, Neda Jahanshad, Linda Aurpibul, Kulvadee Thongpibul, Pope Kosalaraksa, Suparat Kanjanavanit, Chaiwat Ngampiyaskul, Wicharn Luesomboon, Jurai Wongsawat, , on behalf of the PREDICT Study Group

The paper uses machine learning to predict neurocognitive outcomes in children with perinatal HIV, identifying key predictors from clinical data with high accuracy.

bioRxiv · May 9, 2019 · PreprintNeuroscience

Group Based Trajectory Analysis of Cognitive Outcomes in Children with Perinatal HIV

Payal B. Patel, Tanakorn Apornpong, Stephen John Kerr, Thanyawee Puthanakit, Kulvadee Thongpibul, Pope Kosalaraksa, Pradthana Ounchanum, Suparat Kanjanavanit, Chaiwat Ngampiyaskul, Wicharn Luesomboon, L. Penhusun, Kea Chettra, Claude A. Mellins, Kay Malee, Serena Spudich, , On behalf of the PREDICT/Resilience Study Group

The paper uses group based trajectory modeling to identify distinct cognitive phenotypes in children with perinatal HIV and finds demographic factors, not HIV-related variables, are associated with lower cognitive trajectories.

bioRxiv · Aug 23, 2018 · PreprintNeuroscience