Scott T. Weiss

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 10

Top Topics

Bayesian Network Learning

Ordinary Differential Equations

Electronic Health Records

Top Venues

PLoS Comput. Biol.

Publications

Georg Hahn, Sharon Marie Lutz, Julian Hecker, Dmitry Prokopenko, Michael H. Cho, Edwin K. Silverman, Scott T. Weiss, Christoph Lange
Fast computation of the eigensystem of genomic similarity matrices. BMC Bioinform. 25 (1) (2024)
Can Chen, Scott T. Weiss, Yang-Yu Liu
Graph convolutional network-based feature selection for high-dimensional and low-sample size data. Bioinform. 39 (4) (2023)
Tong Wang, Xu-Wen Wang, Kathleen A. Lee-Sarwar, Augusto A. Litonjua, Scott T. Weiss, Yizhou Sun, Sergei Maslov, Yang-Yu Liu
Predicting metabolomic profiles from microbial composition through neural ordinary differential equations. Nat. Mac. Intell. 5 (3) (2023)
Can Chen, Scott T. Weiss, Yang-Yu Liu
Graph Convolutional Network-based Feature Selection for High-dimensional and Low-sample Size Data. CoRR (2022)
Marc P. Maurits, Ilya Korsunsky, Soumya Raychaudhuri, Shawn N. Murphy, Jordan W. Smoller, Scott T. Weiss, Thomas W. J. Huizinga, Marcel J. T. Reinders, Elizabeth W. Karlson, Erik van den Akker, Rachel Knevel
A framework for employing longitudinally collected multicenter electronic health records to stratify heterogeneous patient populations on disease history. J. Am. Medical Informatics Assoc. 29 (5) (2022)
Georg Hahn, Sanghun Lee, Dmitry Prokopenko, Jonathan Abraham, Tanya Novak, Julian Hecker, Michael Cho, Surender Khurana, Lindsey R. Baden, Adrienne G. Randolph, Scott T. Weiss, Christoph Lange
Unsupervised outlier detection applied to SARS-CoV-2 nucleotide sequences can identify sequences of common variants and other variants of interest. BMC Bioinform. 23 (1) (2022)
Xianjun Dong, Xiaoqi Li, Tzuu-Wang Chang, Clemens R. Scherzer, Scott T. Weiss, Weiliang Qiu
powerEQTL: an R package and shiny application for sample size and power calculation of bulk tissue and single-cell eQTL analysis. Bioinform. 37 (22) (2021)
Julian Hecker, F. William Townes, Priyadarshini Kachroo, Cecelia A. Laurie, Jessica Lasky-Su, John Ziniti, Michael H. Cho, Scott T. Weiss, Nan M. Laird, Christoph Lange
A unifying framework for rare variant association testing in family-based designs, including higher criticism approaches, SKATs, and burden tests. Bioinform. 36 (22-23) (2021)
Rose Du, Vincent J. Carey, Scott T. Weiss
deconvSeq: deconvolution of cell mixture distribution in sequencing data. Bioinform. 35 (24) (2019)
Travis E. Gibson, Amir Bashan, Hong-Tai Cao, Scott T. Weiss, Yang-Yu Liu
On the Origins and Control of Community Types in the Human Microbiome. PLoS Comput. Biol. 12 (2) (2016)
Travis E. Gibson, Amir Bashan, Hong-Tai Cao, Scott T. Weiss, Yang-Yu Liu
On the Origins and Control of Community Types in the Human Microbiome. CoRR (2015)
Michael J. McGeachie, Hsun-Hsien Chang, Scott T. Weiss
CGBayesNets: Conditional Gaussian Bayesian Network Learning and Inference with Mixed Discrete and Continuous Data. PLoS Comput. Biol. 10 (6) (2014)
Jen-hwa Chu, Scott T. Weiss, Vincent J. Carey, Benjamin A. Raby
A graphical model approach for inferring large-scale networks integrating gene expression and genetic polymorphism. BMC Syst. Biol. 3 (2009)
Rose Du, Kelan Tantisira, Vincent J. Carey, Soumyaroop Bhattacharya, Stephanie Metje, Alvin T. Kho, Barbara J. Klanderman, Roger Gaedigk, Ross Lazarus, Thomas J. Mariani, J. Steven Leeder, Scott T. Weiss
Platform dependence of inference on gene-wise and gene-set involvement in human lung development. BMC Bioinform. 10 (2009)
Blanca E. Himes, Yi Dai, Isaac S. Kohane, Scott T. Weiss, Marco Ramoni
Research Paper: Prediction of Chronic Obstructive Pulmonary Disease (COPD) in Asthma Patients Using Electronic Medical Records. J. Am. Medical Informatics Assoc. 16 (3) (2009)
Blanca E. Himes, Isaac S. Kohane, Marco Ramoni, Scott T. Weiss
Characterization of Patients who Suffer Asthma Exacerbations using Data Extracted from Electronic Medical Records. AMIA (2008)
Iuliana Ionita-Laza, Nan M. Laird, Benjamin A. Raby, Scott T. Weiss, Christoph Lange
On the frequency of copy number variants. Bioinform. 24 (20) (2008)
Qing T. Zeng, Sergey Goryachev, Scott T. Weiss, Margarita Sordo, Shawn N. Murphy, Ross Lazarus
Extracting principal diagnosis, co-morbidity and smoking status for asthma research: evaluation of a natural language processing system. BMC Medical Informatics Decis. Mak. 6 (2006)