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avatar for Scott Malec

Scott Malec

UTHealth
PhD Candidate
Houston, Texas 77030
Scott Malec is a PhD Candidate in the Department of Biomedical Informatics at the University of Texas Health Science Center at Houston (UTHealth). Mr. Malec previously earned Master's degrees from Carnegie Mellon University and the University of Pittsburgh in the Information Sciences. Mr. Malec's research focuses on developing systems that automate abductive reasoning as it applies to large sets of observational data (derived from clinical notes) in the area pharmacovigilance, although this work should generalize to other domains in biomedicine and beyond. His principle interests reside in the interstices between graphical modeling, literature-based discovery, and abductive reasoning.

" ... some day the piecing together of dissasociated knowledge will open up such terrifying vistas of reality....that we shall either go mad from the revelation or flee from the deadly light into the space and safety of a new dark age."
- H.P. Lovecraft, "The Call of Cthulhu"
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Poster: Dirichlet Process Multiple Graphical Models BioScience Research Collaborative Event Hall Poster: Identify Major Topics Among Negative Information towards Human Papillomavirus Vaccination on Twitter Using Support Vector Machines and Biterm Topic Model BioScience Research Collaborative Event Hall Poster: SOLVD: Smartphone- and OnLine-usage-based eValuation for Depression BioScience Research Collaborative Event Hall Poster: Essential nonlinear properties in neural decoding BioScience Research Collaborative Event Hall Poster: PPGSecure: Biometrics Presentation Attack Detection Using Photopletysmograms BioScience Research Collaborative Event Hall Poster: A Probabilistic Framework for Deep Learning BioScience Research Collaborative Event Hall Poster: Dealbreaker: A Nonlinear Latent Variable Model for Educational Data BioScience Research Collaborative Event Hall Poster: Genomic Region Detection via Spatial Convex Clustering BioScience Research Collaborative Event Hall Poster: Measuring User Cognitive Engagement in the Wild Via Camera BioScience Research Collaborative Event Hall Poster: Methods and Applications for Mixed Graphical Models BioScience Research Collaborative Event HallGenevera Allen Poster: News Analytics for forecasting Price of Crude Oil BioScience Research Collaborative Event Hall Poster: Predicting Resilience to Alzheimer’s Disease BioScience Research Collaborative Event Hall Poster: Sparse Factor Analysis for Learning and Content Analytics BioScience Research Collaborative Event HallRichard Baraniuk Poster: Sub-linear Privacy-preserving Search on Sensitive Dataset BioScience Research Collaborative Event Hall Poster: Universal Microbial Diagnostics using Random DNA Probes BioScience Research Collaborative Event Hall Poster: Urban Data Platform BioScience Research Collaborative Event Hall Poster: Using Domain Knowledge to Construct Causal Models from Clinical Observational Data BioScience Research Collaborative Event Hall Poster: Using Vector Representations of Relationships from Biomedical Literature to Identify Drug/Side-Effect Relationships BioScience Research Collaborative Event Hall Poster: Within Group Variable Selection through the Exclusive Lasso BioScience Research Collaborative Event HallGenevera Allen