Amin Emad

Orcid: 0000-0002-5108-4887

According to our database1, Amin Emad authored at least 30 papers between 2009 and 2023.

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Bibliography

2023
Preclinical-to-clinical Anti-cancer Drug Response Prediction and Biomarker Identification Using TINDL.
Genom. Proteom. Bioinform., June, 2023

MARSY: a multitask deep-learning framework for prediction of drug combination synergy scores.
Bioinform., April, 2023

2022
RAPPPID: towards generalizable protein interaction prediction with AWD-LSTM twin networks.
Bioinform., 2022

Looking at the BiG picture: incorporating bipartite graphs in drug response prediction.
Bioinform., 2022

2021
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., 2021

2020
Tissue-guided LASSO for prediction of clinical drug response using preclinical samples.
PLoS Comput. Biol., 2020

2019
REP: Predicting the Time-Course of Drug Sensitivity.
CoRR, 2019

From Gene Expression to Drug Response: A Collaborative Filtering Approach.
Proceedings of the IEEE International Conference on Acoustics, 2019

2016
Code Construction and Decoding Algorithms for Semi-Quantitative Group Testing With Nonuniform Thresholds.
IEEE Trans. Inf. Theory, 2016

A new correlation clustering method for cancer mutation analysis.
Bioinform., 2016

2015
New group testing paradigms: from practice to theory
PhD thesis, 2015

Poisson Group Testing: A Probabilistic Model for Boolean Compressed Sensing.
IEEE Trans. Signal Process., 2015

2014
Semiquantitative Group Testing.
IEEE Trans. Inf. Theory, 2014

Group testing for non-uniformly quantized adder channels.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Poisson group testing: A probabilistic model for nonadaptive streaming boolean compressed sensing.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
MCUIUC - A new framework for metagenomic read compression.
Proceedings of the 2013 IEEE Information Theory Workshop, 2013

Compression of noisy signals with information bottlenecks.
Proceedings of the 2013 IEEE Information Theory Workshop, 2013

MetaPar: Metagenomic sequence assembly via iterative reclassification.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012
Semi-Quantitative Group Testing: a General Paradigm with Applications in Genotyping
CoRR, 2012

Causal compressive sensing for gene network inference.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Semi-quantitative group testing.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

2011
On the Performance of an Automatic Frequency Control Loop in Dissimilar Fading Channels in the Presence of Interference.
IEEE Trans. Commun., 2011

Symmetric group testing and superimposed codes.
Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Information Theoretic Bounds for Tensor Rank Minimization over Finite Fields.
Proceedings of the Global Communications Conference, 2011

2010
Performance of an AFC Loop in the Presence of a Single Interferer in a Fading Channel.
IEEE Trans. Commun., 2010

Lower Bounds to the Performance of Bit Synchronization for Bandwidth Efficient Pulse-Shaping.
IEEE Trans. Commun., 2010

2009
Effect of a cochannel interferer on an automatic frequency control loop in fading channels.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

Performance Measures of Automatic Frequency Control Corrupted by Interference and Fading in Dual Dissimilar Channels.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

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.
Proceedings of IEEE International Conference on Communications, 2009

On the Performance of Bit-Synchronizers in an ISI Channel and a Related Lower Bound.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009


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