List of works - Thuc Duy Le

A fast PC algorithm for high dimensional causal discovery with multi-core PCs. ⬇️

scientific article published on 14 July 2016

A novel framework for inferring condition-specific TF and miRNA co-regulation of protein-protein interactions

scientific article published on 20 November 2015

A novel single-cell based method for breast cancer prognosis

scientific article published on 24 August 2020

CBNA: A control theory based method for identifying coding and non-coding cancer drivers

scientific article published on 02 December 2019

Computational methods for identifying miRNA sponge interactions

scientific article

Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey

scientific article published on 06 December 2023

Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data

scientific article published in 2024

Efficient polygenic risk scores for biobank scale data by exploiting phenotypes from inferred relatives

scientific article published on 17 June 2020

Ensemble Methods for MiRNA Target Prediction from Expression Data

scientific article

Estimating heterogeneous treatment effect by balancing heterogeneity and fitness

article

Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon-Intron Split Analysis (EISA)

scientific article published on 01 September 2019

From Observational Studies to Causal Rule Mining ⬇️

From miRNA regulation to miRNA-TF co-regulation: computational approaches and challenges

scientific article published on 12 July 2014

Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data

scientific article published on 24 September 2020

How do the existing fairness metrics and unfairness mitigation algorithms contribute to ethical learning analytics?

scientific article published in 2022

Identification of miRNA-mRNA regulatory modules by exploring collective group relationships

scientific article published on 11 January 2016

Identifying Cancer Subtypes from miRNA-TF-mRNA Regulatory Networks and Expression Data

scientific article

Identifying direct miRNA-mRNA causal regulatory relationships in heterogeneous data

scientific article

Identifying miRNA synergism using multiple-intervention causal inference

scientific article published on 27 December 2019

Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction

scientific article published on 15 March 2019

Inferring and analyzing module-specific lncRNA-mRNA causal regulatory networks in human cancer

scientific article published in February 2018

Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data

scientific article

Inferring microRNA and transcription factor regulatory networks in heterogeneous data

scientific article

Inferring microRNA-mRNA causal regulatory relationships from expression data

scientific article

LMSM: A modular approach for identifying lncRNA related miRNA sponge modules in breast cancer

scientific article published on 23 April 2020

LncmiRSRN: identification and analysis of long non-coding RNA related miRNA sponge regulatory network in human cancer

scientific article published on 01 December 2018

Mining Causal Association Rules

Mining combined causes in large data sets

Predicting miRNA Targets by Integrating Gene Regulatory Knowledge with Expression Profiles

scientific article

Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments

scientific article published on 04 August 2023

miRBaseConverter: an R/Bioconductor package for converting and retrieving miRNA name, accession, sequence and family information in different versions of miRBase

miRLAB: An R Based Dry Lab for Exploring miRNA-mRNA Regulatory Relationships

scientific article published on 30 December 2015

miRspongeR: an R/Bioconductor package for the identification and analysis of miRNA sponge interaction networks and modules.

scientific article published on 10 May 2019

List of works by Thuc Duy Le

A fast PC algorithm for high dimensional causal discovery with multi-core PCs. ⬇️

A novel framework for inferring condition-specific TF and miRNA co-regulation of protein-protein interactions

A novel single-cell based method for breast cancer prognosis

CBNA: A control theory based method for identifying coding and non-coding cancer drivers

Computational methods for identifying miRNA sponge interactions

Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey

Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data

Efficient polygenic risk scores for biobank scale data by exploiting phenotypes from inferred relatives

Ensemble Methods for MiRNA Target Prediction from Expression Data

Estimating heterogeneous treatment effect by balancing heterogeneity and fitness

Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon-Intron Split Analysis (EISA)

From Observational Studies to Causal Rule Mining ⬇️

From miRNA regulation to miRNA-TF co-regulation: computational approaches and challenges

Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data

How do the existing fairness metrics and unfairness mitigation algorithms contribute to ethical learning analytics?

Identification of miRNA-mRNA regulatory modules by exploring collective group relationships

Identifying Cancer Subtypes from miRNA-TF-mRNA Regulatory Networks and Expression Data

Identifying direct miRNA-mRNA causal regulatory relationships in heterogeneous data

Identifying miRNA synergism using multiple-intervention causal inference

Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction

Inferring and analyzing module-specific lncRNA-mRNA causal regulatory networks in human cancer

Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data

Inferring microRNA and transcription factor regulatory networks in heterogeneous data

Inferring microRNA-mRNA causal regulatory relationships from expression data

LMSM: A modular approach for identifying lncRNA related miRNA sponge modules in breast cancer

LncmiRSRN: identification and analysis of long non-coding RNA related miRNA sponge regulatory network in human cancer

Mining Causal Association Rules

Mining combined causes in large data sets

Predicting miRNA Targets by Integrating Gene Regulatory Knowledge with Expression Profiles

Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments

miRBaseConverter: an R/Bioconductor package for converting and retrieving miRNA name, accession, sequence and family information in different versions of miRBase

miRLAB: An R Based Dry Lab for Exploring miRNA-mRNA Regulatory Relationships

miRspongeR: an R/Bioconductor package for the identification and analysis of miRNA sponge interaction networks and modules.