Amin Emad

40 papers B 8Misc 2Journal 25Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Deciphering lineage-relevant gene regulatory networks during endoderm formation by InPheRNo-ChIP.
Briefings Bioinform.
Chen Su, William A. Pastor, Amin Emad
2024 J jnl
INTREPPPID - an orthologue-informed quintuplet network for cross-species prediction of protein-protein interaction.
Briefings Bioinform.
Joseph Szymborski, Amin Emad
2023 J jnl
Interpretable deep learning architectures for improving drug response prediction performance: myth or reality?
Bioinform.
Yihui Li, David Earl Hostallero, Amin Emad
2023 J jnl
MARSY: a multitask deep-learning framework for prediction of drug combination synergy scores.
Bioinform.
Mohamed Reda El Khili, Safyan Aman Memon, Amin Emad
2023 J jnl
Preclinical-to-clinical Anti-cancer Drug Response Prediction and Biomarker Identification Using TINDL.
Genom. Proteom. Bioinform.
David Earl Hostallero, Lixuan Wei, Liewei Wang, Junmei Cairns, Amin Emad
2022 J jnl
Looking at the BiG picture: incorporating bipartite graphs in drug response prediction.
Bioinform.
David Earl Hostallero, Yihui Li, Amin Emad
2022 J jnl
RAPPPID: towards generalizable protein interaction prediction with AWD-LSTM twin networks.
Bioinform.
Joseph Szymborski, Amin Emad
2021 J jnl
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 Comput. Biol.
Jun Ding, David Earl Hostallero, Mohamed Reda El Khili, Gregory Joseph Fonseca, Simon Milette, Nuzha Noorah, Myriam Guay-Belzile, Jonathan Spicer, Noriko Daneshtalab, Martin Sirois, Karine Tremblay, Amin Emad, Simon Rousseau
2020 J jnl
Tissue-guided LASSO for prediction of clinical drug response using preclinical samples.
PLoS Comput. Biol.
Edward W. Huang, Ameya Bhope, Jing Lim, Saurabh Sinha, Amin Emad
2019 Misc conf
From Gene Expression to Drug Response: A Collaborative Filtering Approach.
ICASSP
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
2019 J jnl
REP: Predicting the Time-Course of Drug Sensitivity.
CoRR
Cheng Qian, Amin Emad, Nicholas D. Sidiropoulos
2018 J jnl
From Gene Expression to Drug Response: A Collaborative Filtering Approach.
CoRR
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
2016 J jnl
A new correlation clustering method for cancer mutation analysis.
Bioinform.
Jack P. Hou, Amin Emad, Gregory J. Puleo, Jian Ma, Olgica Milenkovic
2016 J jnl
A new correlation clustering method for cancer mutation analysis.
CoRR
Jack P. Hou, Amin Emad, Gregory J. Puleo, Jian Ma, Olgica Milenkovic
2016 J jnl
Code Construction and Decoding Algorithms for Semi-Quantitative Group Testing With Nonuniform Thresholds.
IEEE Trans. Inf. Theory
Amin Emad, Olgica Milenkovic
2015 — —
New group testing paradigms: from practice to theory
Amin Emad
2015 J jnl
Poisson Group Testing: A Probabilistic Model for Boolean Compressed Sensing.
IEEE Trans. Signal Process.
Amin Emad, Olgica Milenkovic
2014 J jnl
Code Construction and Decoding Algorithms for Semi-Quantitative Group Testing with Nonuniform Thresholds.
CoRR
Amin Emad, Olgica Milenkovic
2014 B conf
Group testing for non-uniformly quantized adder channels.
ISIT
Amin Emad, Olgica Milenkovic
2014 J jnl
Poisson Group Testing: A Probabilistic Model for Boolean Compressed Sensing.
CoRR
Amin Emad, Olgica Milenkovic
2014 Misc conf
Poisson group testing: A probabilistic model for nonadaptive streaming boolean compressed sensing.
ICASSP
Amin Emad, Olgica Milenkovic
2014 J jnl
Semiquantitative Group Testing.
IEEE Trans. Inf. Theory
Amin Emad, Olgica Milenkovic
2013 B conf
Compression of noisy signals with information bottlenecks.
ITW
Amin Emad, Olgica Milenkovic
2013 B conf
MCUIUC - A new framework for metagenomic read compression.
ITW
Jonathan G. Ligo, Minji Kim, Amin Emad, Olgica Milenkovic, Venugopal V. Veeravalli
2013 — conf
MetaPar: Metagenomic sequence assembly via iterative reclassification.
GlobalSIP
Minji Kim, Jonathan G. Ligo, Amin Emad, Farzad Farnoud, Olgica Milenkovic, Venugopal V. Veeravalli
2012 — conf
Causal compressive sensing for gene network inference.
SSP
Mo Deng, Amin Emad, Olgica Milenkovic
2012 J jnl
Semi-Quantitative Group Testing
CoRR
Amin Emad, Olgica Milenkovic
2012 J jnl
Semi-Quantitative Group Testing: a General Paradigm with Applications in Genotyping
CoRR
Amin Emad, Olgica Milenkovic
2012 B conf
Semi-quantitative group testing.
ISIT
Amin Emad, Olgica Milenkovic
2011 J jnl
Information Theoretic Bounds for Tensor Rank Minimization over Finite Fields
CoRR
Amin Emad, Olgica Milenkovic
2011 B conf
Information Theoretic Bounds for Tensor Rank Minimization over Finite Fields.
GLOBECOM
Amin Emad, Olgica Milenkovic
2011 J jnl
On the Performance of an Automatic Frequency Control Loop in Dissimilar Fading Channels in the Presence of Interference.
IEEE Trans. Commun.
Amin Emad, Norman C. Beaulieu
2011 J jnl
Symmetric Group Testing and Superimposed Codes
CoRR
Amin Emad, Jun Shen, Olgica Milenkovic
2011 B conf
Symmetric group testing and superimposed codes.
ITW
Amin Emad, Jun Shen, Olgica Milenkovic
2010 J jnl
Lower Bounds to the Performance of Bit Synchronization for Bandwidth Efficient Pulse-Shaping.
IEEE Trans. Commun.
Amin Emad, Norman C. Beaulieu
2010 J jnl
Performance of an AFC Loop in the Presence of a Single Interferer in a Fading Channel.
IEEE Trans. Commun.
Amin Emad, Norman C. Beaulieu
2009 B conf
Effect of a cochannel interferer on an automatic frequency control loop in fading channels.
WCNC
Amin Emad, Norman C. Beaulieu
2009 — conf
Mean Time to Loss of Lock and Average Switching Rate of an Automatic Frequency Control Loop with an Interferer and Noise in a Fading Channel.
ICC
Amin Emad, Norman C. Beaulieu
2009 B conf
On the Performance of Bit-Synchronizers in an ISI Channel and a Related Lower Bound.
GLOBECOM
Amin Emad, Norman C. Beaulieu
2009 — conf
Performance Measures of Automatic Frequency Control Corrupted by Interference and Fading in Dual Dissimilar Channels.
VTC Spring
Amin Emad, Norman C. Beaulieu