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2020 – today
- 2023
[j13]Mohamed Reda El Khili, Safyan Aman Memon
, Amin Emad:
MARSY: a multitask deep-learning framework for prediction of drug combination synergy scores. Bioinform. 39(4) (2023)- [j12]David Earl Hostallero, Lixuan Wei, Liewei Wang, Junmei Cairns, Amin Emad:
Preclinical-to-clinical Anti-cancer Drug Response Prediction and Biomarker Identification Using TINDL. Genom. Proteom. Bioinform. 21(3): 535-550 (2023) - 2022
- [j11]David Earl Hostallero, Yihui Li, Amin Emad:
Looking at the BiG picture: incorporating bipartite graphs in drug response prediction. Bioinform. 38(14): 3609-3620 (2022) - [j10]Joseph Szymborski, Amin Emad:
RAPPPID: towards generalizable protein interaction prediction with AWD-LSTM twin networks. Bioinform. 38(16): 3958-3967 (2022) - 2021
- [j9]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:
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. 17(3) (2021) - 2020
- [j8]Edward W. Huang, Ameya Bhope, Jing Lim, Saurabh Sinha, Amin Emad:
Tissue-guided LASSO for prediction of clinical drug response using preclinical samples. PLoS Comput. Biol. 16(1) (2020)
2010 – 2019
- 2019
- [c14]Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad:
From Gene Expression to Drug Response: A Collaborative Filtering Approach. ICASSP 2019: 7465-7469 - [i9]Cheng Qian, Amin Emad, Nicholas D. Sidiropoulos:
REP: Predicting the Time-Course of Drug Sensitivity. CoRR abs/1907.11911 (2019) - 2018
- [i8]Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad:
From Gene Expression to Drug Response: A Collaborative Filtering Approach. CoRR abs/1810.12758 (2018) - 2016
- [j7]Jack P. Hou, Amin Emad, Gregory J. Puleo, Jian Ma, Olgica Milenkovic:
A new correlation clustering method for cancer mutation analysis. Bioinform. 32(24): 3717-3728 (2016) - [j6]Amin Emad, Olgica Milenkovic:
Code Construction and Decoding Algorithms for Semi-Quantitative Group Testing With Nonuniform Thresholds. IEEE Trans. Inf. Theory 62(4): 1674-1687 (2016) - [i7]Jack P. Hou, Amin Emad, Gregory J. Puleo, Jian Ma, Olgica Milenkovic:
A new correlation clustering method for cancer mutation analysis. CoRR abs/1601.06476 (2016) - 2015
- [b1]Amin Emad:
New group testing paradigms: from practice to theory. University of Illinois Urbana-Champaign, USA, 2015 - [j5]Amin Emad, Olgica Milenkovic:
Poisson Group Testing: A Probabilistic Model for Boolean Compressed Sensing. IEEE Trans. Signal Process. 63(16): 4396-4410 (2015) - 2014
- [j4]Amin Emad, Olgica Milenkovic:
Semiquantitative Group Testing. IEEE Trans. Inf. Theory 60(8): 4614-4636 (2014) - [c13]Amin Emad, Olgica Milenkovic:
Poisson group testing: A probabilistic model for nonadaptive streaming boolean compressed sensing. ICASSP 2014: 3335-3339 - [c12]Amin Emad, Olgica Milenkovic:
Group testing for non-uniformly quantized adder channels. ISIT 2014: 2351-2355 - [i6]Amin Emad, Olgica Milenkovic:
Code Construction and Decoding Algorithms for Semi-Quantitative Group Testing with Nonuniform Thresholds. CoRR abs/1410.4986 (2014) - [i5]Amin Emad, Olgica Milenkovic:
Poisson Group Testing: A Probabilistic Model for Boolean Compressed Sensing. CoRR abs/1410.5373 (2014) - 2013
- [c11]Minji Kim, Jonathan G. Ligo, Amin Emad, Farzad Farnoud, Olgica Milenkovic, Venugopal V. Veeravalli:
MetaPar: Metagenomic sequence assembly via iterative reclassification. GlobalSIP 2013: 43-46 - [c10]Amin Emad, Olgica Milenkovic:
Compression of noisy signals with information bottlenecks. ITW 2013: 1-5 - [c9]Jonathan G. Ligo, Minji Kim, Amin Emad, Olgica Milenkovic, Venugopal V. Veeravalli:
MCUIUC - A new framework for metagenomic read compression. ITW 2013: 1-5 - 2012
- [c8]Amin Emad, Olgica Milenkovic:
Semi-quantitative group testing. ISIT 2012: 1847-1851 - [c7]Mo Deng, Amin Emad, Olgica Milenkovic:
Causal compressive sensing for gene network inference. SSP 2012: 696-699 - [i4]Amin Emad, Olgica Milenkovic:
Semi-Quantitative Group Testing. CoRR abs/1202.2887 (2012) - [i3]Amin Emad, Olgica Milenkovic:
Semi-Quantitative Group Testing: a General Paradigm with Applications in Genotyping. CoRR abs/1210.2484 (2012) - 2011
- [j3]Amin Emad, Norman C. Beaulieu:
On the Performance of an Automatic Frequency Control Loop in Dissimilar Fading Channels in the Presence of Interference. IEEE Trans. Commun. 59(12): 3234-3239 (2011) - [c6]Amin Emad, Olgica Milenkovic:
Information Theoretic Bounds for Tensor Rank Minimization over Finite Fields. GLOBECOM 2011: 1-5 - [c5]Amin Emad, Jun Shen, Olgica Milenkovic:
Symmetric group testing and superimposed codes. ITW 2011: 20-24 - [i2]Amin Emad, Olgica Milenkovic:
Information Theoretic Bounds for Tensor Rank Minimization over Finite Fields. CoRR abs/1103.4435 (2011) - [i1]Amin Emad, Jun Shen, Olgica Milenkovic:
Symmetric Group Testing and Superimposed Codes. CoRR abs/1108.2996 (2011) - 2010
- [j2]Amin Emad, Norman C. Beaulieu:
Lower Bounds to the Performance of Bit Synchronization for Bandwidth Efficient Pulse-Shaping. IEEE Trans. Commun. 58(10): 2789-2794 (2010) - [j1]Amin Emad, Norman C. Beaulieu:
Performance of an AFC Loop in the Presence of a Single Interferer in a Fading Channel. IEEE Trans. Commun. 58(12): 3386-3391 (2010)
2000 – 2009
- 2009
- [c4]Amin Emad, Norman C. Beaulieu:
On the Performance of Bit-Synchronizers in an ISI Channel and a Related Lower Bound. GLOBECOM 2009: 1-6 - [c3]Amin Emad, Norman C. Beaulieu:
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 2009: 1-6 - [c2]Amin Emad, Norman C. Beaulieu:
Performance Measures of Automatic Frequency Control Corrupted by Interference and Fading in Dual Dissimilar Channels. VTC Spring 2009 - [c1]Amin Emad, Norman C. Beaulieu:
Effect of a cochannel interferer on an automatic frequency control loop in fading channels. WCNC 2009: 67-72
Coauthor Index
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