Amin Emad

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Molecular Docking

Machine Learning

Top Venues

PLoS computational biology

Briefings in bioinformatics

Nature communications

Bioinformatics (Oxford, England)

This page only lists publications with an associated author ORCID identifier.

Publications

Yazdan Zinati, Abdulrahman Takiddeen, Amin Emad
GRouNdGAN: GRN-guided simulation of single-cell RNA-seq data using causal generative adversarial networks. Nature communications 15 (1) (2024)
Joseph Szymborski, Amin Emad
INTREPPPID-an orthologue-informed quintuplet network for cross-species prediction of protein-protein interaction. Briefings in bioinformatics 25 (5) (2024)
Yazdan Zinati, Abdulrahman Takiddeen, Amin Emad
GRouNdGAN: GRN-guided simulation of single-cell RNA-seq data using causal generative adversarial networks. Nature communications 15 (1) (2024)
Joseph Szymborski, Amin Emad
INTREPPPID-an orthologue-informed quintuplet network for cross-species prediction of protein-protein interaction. Briefings in bioinformatics 25 (5) (2024)
Joseph Szymborski, Amin Emad
RAPPPID: towards generalizable protein interaction prediction with AWD-LSTM twin networks. Bioinformatics (Oxford, England) 38 (16) (2022)
David Earl Hostallero, Yihui Li, Amin Emad
Looking at the BiG picture: incorporating bipartite graphs in drug response prediction. Bioinformatics (Oxford, England) 38 (14) (2022)
Amin Emad, Saurabh Sinha
Inference of phenotype-relevant transcriptional regulatory networks elucidates cancer type-specific regulatory mechanisms in a pan-cancer study. NPJ systems biology and applications 7 (1) (2021)
Jun Ding, David Earl Hostallero, Mohamed Reda El Khili, Gregory Joseph Fonseca, Simon Milette, Nuzha Noorah, Myriam Guay-Belzile, Jonathan D Spicer, Noriko Daneshtalab, Martin Sirois, Karine Tremblay, Amin Emad, Simon Rousseau
A network-informed analysis of SARS-CoV-2 and hemophagocytic lymphohistiocytosis genes' interactions points to Neutrophil extracellular traps as mediators of thrombosis in COVID-19. PLoS computational biology 17 (3) (2021)
Edward W Huang, Ameya Bhope, Jing Lim, Saurabh Sinha, Amin Emad
Tissue-guided LASSO for prediction of clinical drug response using preclinical samples. PLoS computational biology 16 (1) (2020)