Wei Chen

Orcid: 0000-0001-7196-8703

Affiliations:
  • University of Pittsburgh, UPMC Children's Hospital, School of Medicine, Department of Pediatrics, Pittsburgh, PA, USA
  • University of Pittsburgh, Department of Biostatistics, Pittsburgh, PA, USA
  • University of Pittsburgh, Department of Human Genetics, Pittsburgh, PA, USA


According to our database1, Wei Chen authored at least 23 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
Dynamic Prediction using Time-Dependent Cox Survival Neural Network.
CoRR, 2023

PTEase: Objective Airway Examination for Pulmonary Telemedicine using Commodity Smartphones.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

2022
Multimodal Genotype and Phenotype Data Integration to Improve Partial Data-Based Longitudinal Prediction.
J. Comput. Biol., 2022

Robust and accurate estimation of cellular fraction from tissue omics data via ensemble deconvolution.
Bioinform., 2022

Multi-modal Genotype and Phenotype Mutual Learning to Enhance Single-Modal Input Based Longitudinal Outcome Prediction.
Proceedings of the Research in Computational Molecular Biology, 2022

2021
Deep Large-Scale Multitask Learning Network for Gene Expression Inference.
J. Comput. Biol., 2021

CHIT: an allele-specific method for testing the association between molecular quantitative traits and phenotype-genotype interaction.
Bioinform., 2021

2020
Deep-learning-based prediction of late age-related macular degeneration progression.
Nat. Mach. Intell., 2020

CSMD: a computational subtraction-based microbiome discovery pipeline for species-level characterization of clinical metagenomic samples.
Bioinform., 2020

Artificial-cell-type aware cell-type classification in CITE-seq.
Bioinform., 2020

Deep Large-Scale Multi-task Learning Network for Gene Expression Inference.
Proceedings of the Research in Computational Molecular Biology, 2020

SpiroSonic: monitoring human lung function via acoustic sensing on commodity smartphones.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

2019
Device-Free Acoustic Motion Tracking over Targets with Large Sizes.
Proceedings of the 16th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2019

2018
SILGGM: An extensive R package for efficient statistical inference in large-scale gene networks.
PLoS Comput. Biol., 2018

KMgene: a unified R package for gene-based association analysis for complex traits.
Bioinform., 2018

DIMM-SC: a Dirichlet mixture model for clustering droplet-based single cell transcriptomic data.
Bioinform., 2018

Bayesian integrative model for multi-omics data with missingness.
Bioinform., 2018

2016
FastGGM: An Efficient Algorithm for the Inference of Gaussian Graphical Model in Biological Networks.
PLoS Comput. Biol., 2016

A computational method for genotype calling in family-based sequencing data.
BMC Bioinform., 2016

An integrative analysis of ATAC-seq and RNA-seq data in activated, CD4+CD45RO+CD196+ human T cells treated with IL-1B and IL-23 with or without PGE2.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

2015
DISSCO: direct imputation of summary statistics allowing covariates.
Bioinform., 2015

A Bayesian framework for <i>de novo</i> mutation calling in parents-offspring trios.
Bioinform., 2015

A haplotype-based framework for group-wise transmission/disequilibrium tests for rare variant association analysis.
Bioinform., 2015


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