Tin Nguyen

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 18

Top Topics

Accurate Estimation

Community Detection

Top Venues

Briefings Bioinform.

Publications

Amruta Kale, Tin Nguyen, Frederick C. Harris Jr., Chenhao Li, Jiyin Zhang, Xiaogang Ma
Provenance documentation to enable explainable and trustworthy AI: A literature review. Data Intell. 5 (1) (2023)
Yifan Zhang, Duc Tran, Tin Nguyen, Sergiu M. Dascalu, Frederick C. Harris
A robust and accurate single-cell data trajectory inference method using ensemble pseudotime. BMC Bioinform. 24 (1) (2023)
Amira Alotaibi, Tarik Alafif, Faris Alkhilaiwi, Yasser Alatawi, Hassan Althobaiti, Abdulmajeed Alrefaei, Yousef M. Hawsawi, Tin Nguyen
ViT-DeiT: An Ensemble Model for Breast Cancer Histopathological Images Classification. CoRR (2022)
Duc Tran, Ha Nguyen, Hung Nguyen, Tin Nguyen
DWEN: A novel method for accurate estimation of cell type compositions from bulk data samples. KSE (2022)
Zeynab Maghsoudi, Ha Nguyen, Alireza Tavakkoli, Tin Nguyen
A comprehensive survey of the approaches for pathway analysis using multi-omics data integration. Briefings Bioinform. 23 (6) (2022)
Quang-Huy Nguyen, Tin Nguyen, Duc-Hau Le
DrGA: cancer driver gene analysis in a simpler manner. BMC Bioinform. 23 (1) (2022)
Hung Nguyen, Duc Tran, Jonathan M. Galazka, Sylvain V. Costes, Afshin Beheshti, Juli Petereit, Sorin Draghici, Tin Nguyen
CPA: a web-based platform for consensus pathway analysis and interactive visualization. Nucleic Acids Res. 49 (Webserver-Issue) (2021)
Hung Nguyen, Duc Tran, Bang Tran, Bahadir Pehlivan, Tin Nguyen
A comprehensive survey of regulatory network inference methods using single cell RNA sequencing data. Briefings Bioinform. 22 (3) (2021)
Duc Tran, Hung Nguyen, Frederick C. Harris, Tin Nguyen
Single-cell RNA sequencing data imputation using similarity preserving network. KSE (2021)
Bang Tran, Quyen Nguyen, Sangam Shrestha, Tin Nguyen
scIDS: Single-cell Imputation by combining Deep autoencoder neural networks and Subspace regression. KSE (2021)
Hung Nguyen, Bang Tran, Duc Tran, Quang-Huy Nguyen, Duc-Hau Le, Tin Nguyen
Disease subtyping using community detection from consensus networks. KSE (2020)
Suzan Arslanturk, Sorin Draghici, Tin Nguyen
Integrated Cancer Subtyping using Heterogeneous Genome-Scale Molecular Datasets. PSB (2020)
Adib Shafi, Tin Nguyen, Azam Peyvandi-Pour, Sorin Draghici
GSMA: an approach to identify robust global and test Gene Signatures using Meta-Analysis. Bioinform. 36 (2) (2020)
Hung Nguyen, Sushil J. Louis, Tin Nguyen
MGKA: A genetic algorithm-based clustering technique for genomic data. CEC (2019)
Bang Tran, Duc Tran, Hung Nguyen, Nam Sy Vo, Tin Nguyen
RIA: a novel Regression-based Imputation Approach for single-cell RNA sequencing. KSE (2019)
Hung Nguyen, Sangam Shrestha, Sorin Draghici, Tin Nguyen
PINSPlus: a tool for tumor subtype discovery in integrated genomic data. Bioinform. 35 (16) (2019)
Brian Marks, Nina Hees, Hung Nguyen, Tin Nguyen
MIA: Multi-cohort Integrated Analysis for Biomarker Identification. BCB (2018)
Diana Diaz, Michele Donato, Tin Nguyen, Sorin Draghici
MicroRNA-Augmented Pathways (mirAP) and Their Applications to Pathway Analysis and Disease Subtyping. PSB (2017)