Derek Cole Aguiar
Associate Professor/Computing

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Scholarly Contributions

60 Scholarly Contributions

20
Journal Articles
16
Conference Proceedings
13
Poster/Presentations
6
Other Scholarly Works
3
Teaching Materialss
2
Book Chapters
Trends and Barriers of Medication Treatment for Opioid Use Disorders: A Systematic Review and Meta-Analysis
2025
Abigail Leander, Beth S. Russell, Adrian V. Hernandez, Xiaomei S. Cong, Ofer Harel, Derek Aguiar, Nathaniel Rickles, Morica Hutchison
Research Type: Journal Article

https://dx.doi.org/10.1177/00220426231204841
Bayesian Reconstruction and Differential Testing of Excised Introns
2025
Marjan Hosseini, Devin McConnell, Derek Cole Aguiar
Research Type: Journal Article

Interpretable fake news detection with topic and deep variational models
2023
Alireza Javadian Sabet, Suining He, Marjan Hosseini, Derek Aguiar
Research Type: Journal Article

Trends and Barriers of Medication Treatment for Opioid Use Disorders: A Systematic Review and Meta-Analysis.
2023
N. Rickles, Derek C Aguiar, O. Harel, M. Hutchison, X. S. Cong, A. Leander, B. S. Russell, A. V. Hernandez
Research Type: Journal Article

Smooth and Stepwise Self-Distillation for Object Detection
2023
Derek Aguiar, Hao Tian, Zhihong Pan, Xin Zhou, Jieren Deng
Research Type: Journal Article

Evaluating molecular fingerprint-based models of drug side effects against a statistical control
2022
Mark Gosink, Berk A Alpay, Derek Aguiar
Research Type: Journal Article

AtheroSpectrum Reveals Novel Macrophage Foam Cell gene Signatures Associated with Atherosclerotic Cardiovascular Disease Risk
2022
Stephen S Rich, Ani W Manichaikul, Alyssa J Matz$^*$, others, Yongmei Liu, Derek Aguiar, Patrick A Murphy, David M Herrington, David Vu, Chuan Li$^*$, Lili Qu$^*$
Research Type: Journal Article

Drug side effect prediction models benefit only marginally from chemical fingerprints
2022
Berk Alpay, Mark Gosink, Derek C Aguiar
Research Type: Journal Article

Differentially methylated regions and methylation QTLs for teen depression and early puberty in the Fragile Families Child Wellbeing Study
2021
others, Jordana Bell, Archit Verma, Vito, Roberta De, Lisa M Schneper, Isabella N Grabski, Daniel A Notterman, Colter Mitchell, Derek Aguiar, Sara McLanahan, Juan Castillo Fernandez
Research Type: Journal Article

Bayesian nonparametric discovery of isoforms and individual specific quantification
2018
Derek Aguiar, Fantine Mordelet, Li-Fang Cheng, Bianca Dumitrascu, Athma Pai, Barbara Engelhardt
Research Type: Journal Article

Transcriptome of American oysters, Crassostrea virginica, in response to bacterial challenge: insights into potential mechanisms of disease resistance
2014
Chamilani Nikapitiya, Christopher E Lane, Sorin Istrail, Ian C McDowell, Marta Gomez-Chiarri, Derek Aguiar
Research Type: Journal Article

Haplotype assembly in polyploid genomes and identical by descent shared tracts
2013
Sorin Istrail, Derek Aguiar
Research Type: Journal Article

A quantitative reference transcriptome for Nematostella vectensis earlyembryonic development: a pipeline for de novo assembly in emergingmodel systems
2013
Joel Smith, Derek Aguiar$^*$, Sarah ambiguous, Sorin Istrail
Research Type: Journal Article

DELISHUS: an efficient and exact algorithm for genome-wide detection of deletion polymorphism in autism
2012
Derek Aguiar, Bjarni V Halld\'orsson, Eric M Morrow, Sorin Istrail
Research Type: Journal Article

HapCompass: a fast cycle basis algorithm for accurate haplotype assembly of sequence data
2012
Derek Aguiar, Sorin Istrail
Research Type: Journal Article

Modeling Utility Customer Outages with Deep Neural Networks
Kingsley Udeh, Derek Aguiar, Diego Cerrai, David W. Wanik, Emmanouil Anagnostou
Research Type: Journal Article

The fragmentation coagulation process haplotype cluster graph model.
Derek C Aguiar
Research Type: Journal Article

Robust and interpretable statistical genetic modelling.
Derek C Aguiar
Research Type: Journal Article

Probabilistic Storm and Electric Utility Customer Outage Prediction
Kingsley Udeh, Diego Cerrai, Derek C Aguiar, Emmanouil N Anagnostou, David Wanik
Research Type: Journal Article

Interpretable Fake News Detection with Topic and Deep Variational Models
Marjan Hosseini, Alireza Javadian Sabet, Derek C Aguiar, Suining He
Research Type: Journal Article