Author

Yichuan Liu

Children's Hospital of PhiladelphiaORCID 0000-0002-1899-2082Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:experimental assay· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

Adam S WenocuriD· 1 shared Banu OnaraliD· 1 shared Elise A. PiazzaiD· 1 shared Erez SimonyiD· 1 shared Hakon H. HakonarsoniD· 1 shared Hasan AyaziD· 1 shared Hui‐Qi QuiD· 1 shared Jingchun QuiD· 1 shared

Activity by Year

2017-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Adam S WenocurORCID

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2 papers

Recent·Most cited

Machine Learning for Interpretation of DNA Variants of Maturity-Onset Diabetes of the Young Genes Based on ACMG Criteria

Yichuan Liu, Hui‐Qi Qu, Adam S Wenocur, Jingchun Qu, Xiao Chang, Joseph Glessner, Patrick M. Abou‐Sleiman, Lifeng Tian, Hakon H. Hakonarson

This paper develops a machine learning model to interpret DNA variants in MODY genes using ACMG criteria, achieving over 95% accuracy for gene-specific classification.

JMIR Biomedical Engineering · Nov 3, 2020Peer-reviewedGenetic & Genomic Medicine

Measuring speaker-listener neural coupling with functional near infrared spectroscopy

Yichuan Liu, Elise A. Piazza, Erez Simony, Patricia A. Shewokis, Banu Onaral, Uri Hasson, Hasan Ayaz

This study measures brain-to-brain coupling during verbal communication using fNIRS and finds it correlates with fMRI in speech comprehension areas, suggesting fNIRS as a reliable and portable tool for studying communication.

Scientific Reports · Feb 27, 2017Peer-reviewedNeuroscience