Bang Tran

California State University, Sacramento

Affiliations

California State University, Sacramento

Engineering & Computer Science

Computer Engineering

Department of Computer Science

NoneBang Tran is currently serving as a California State University, Sacramento faculty at California State University, Sacramento.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Bang Tran

California State University, Sacramento

You can click a keyword to filter the displayed items

machine learning bioinformatics biostatistics data science genome biology single-cell analysis systems biology cell biology genomics computational genomics transcriptomics technology computational biology oceanography coastal engineering hydrology aquatic ecosystems biomedical informatics coastal research ocean sciences marine engineering scientific data scientific computing rna biology consensus pathway analysis subspace regression mathematical bioscience computational statistics molecular informatics operational oceanography scientometrics coastal management marine systems intelligent computing molecular cell biology genome analysis sequence analysis biomedical data analysis biomedical data science physical oceanography oceanographic research oceanic science pathway analysis science studies estuarine hydrodynamics coastal process estuaries sedimentation hydrological modeling dna sequencing single cell sequencing spatial omics single cell rna single-cell data analysis hierarchical autoencoder coastal mekong delta network fusion self-learning modules novel method single-cell data imputation big data analysis cancer subtyping numerical modeling mekong delta different shapes suspended sediment

Notable Scholarly Works

Notable Federal Grants

Collaborators

CCPA: Cloud-Based, Self-Learning Modules for Consensus Pathway Analysis Using Go, Kegg and Reactome. Briefings in Bioinformatics (2024)

Ha NguyenVan-Dung PhamHung NguyenBang TranJuli PetereitTin Nguyen

consensus pathway analysisbioinformaticscomputational biologyself-learning modulespathway analysissystems biology

RCPA: An Open‐Source R Package for Data Processing, Differential Analysis, Consensus Pathway Analysis, and Visualization. Current Protocols (2024)

Hung NguyenHa NguyenZeynab MaghsoudiBang TranSorin DraghiciTin Nguyen

machine learningcomputer scienceconsensus pathway analysisdata processing

SSA: A Novel Method for Single-Cell and Spatial Transcriptomics Alignment. EPiC series in computing (2024)

molecular cell biologysingle-cell analysisgene expressiontranscription factorsspatial transcriptomics alignmentmolecular biologysingle cell sequencinggenome biologytranscriptomics technologytranscriptomecell biologyspatial omics

A Novel Method for Single-Cell Data Imputation Using Subspace Regression. Scientific Reports (2022)

Duc TranBang TranHung NguyenTin Nguyen

single-cell analysishealth sciencesscientific databiostatisticsmachine learningsubspace regressionscientific communicationscience studiesscientific computingscientometricssingle-cell data imputationimmunologynovel method

Physical and Numerical Modeling of Four Different Shapes of Breakwaters to Test the Suspended Sediment Trapping Capacity in the Mekong Delta. Estuarine Coastal and Shelf Science (2022)

Nguyet-Minh NguyenDuong Do VanDuy Tu LeQuyen NguyenBang TranThanh Cong NguyenDavid WrightAhad Hasan TanimPhong Nguyen ThanhDuong Tran Anh

suspended sedimentsedimentationcoastal engineeringcoastal researchmekong deltaenvironmental scienceestuarieshydrologymarine engineeringearth sciencedifferent shapesenvironmental engineeringnumerical modelingaquatic ecosystemscoastal managementoceanographynumerical modeling (geology)hydrological modelingcoastal processmarine systemsocean sciencesestuarine hydrodynamics

SCCAN: Single-Cell Clustering Using Autoencoder and Network Fusion. Scientific Reports (2022)

Bang TranDuc TranHung NguyenSeungil RoTin Nguyen

computational sciencescientific datamachine learningclusteringneurosciencescientific computingdata sciencenetwork fusioncell biology

Wave Reduction Efficiency for Three Classes of Breakwaters on the Coastal Mekong Delta. Applied Ocean Research (2022)

Nguyet-Minh NguyenDuong Do VanDuy Tu LeSan Dinh CongNhat Truong PhamQuyen NguyenBang TranDavid P. WrightAhad Hasan TanimDuong Tran Anh

oceanographyoceanic sciencephysical oceanographyaquatic ecosystemshydrologycoastal engineeringcoastal mekong deltamarine engineeringapplied physicscoastal researchocean sciencesoperational oceanographyoceanographic research

Fast and Precise Single-Cell Data Analysis Using a Hierarchical Autoencoder. Nature Communications (2021)

Duc TranHung NguyenBang TranCarlo La VecchiaHung N. LuuTin Nguyen

single-cell analysisbioinformaticshealth sciencesmachine learningbiomedical data analysiscomputational genomicssystems biologygenome biologysingle-cell data analysiscell biologyhierarchical autoencoderbiomedical data sciencebiomedical informatics

SCIDS: Single-Cell Imputation by Combining Deep Autoencoder Neural Networks and Subspace Regression. (2021)

Bang TranQuyen NguyenSangam ShresthaTin Nguyen

deep learningbiostatisticsmachine learningsubspace regressiondata sciencesingle-cell imputation

Single-Cell Rna Sequencing Data Imputation Using Deep Neural Network. Advances in intelligent systems and computing (2021)

Duc TranFrederick C. HarrisBang TranNam Sy VoHung NguyenTin Nguyen

computer scienceintelligent systemssingle-cell analysisbioinformaticsdeep neural networkgenomicsmachine learningintelligent computingrna biologydata imputationdata sciencecomputational genomicsmolecular biologydna sequencinggenome biologyartificial intelligencetranscriptomics technology