Ramin Homayouni

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 10

Top Topics

Bayesian Network Structure Learning

Top Venues

Frontiers Big Data

Frontiers Artif. Intell.

Publications

Ramin Homayouni, Prashanti Manda, Aik Choon Tan, Zhaohui S. Qin
Editorial: AI and data science in drug development and public health: Highlights from the MCBIOS 2022 conference. Frontiers Big Data 6 (2023)
Ramin Homayouni, Huixiao Hong, Prashanti Manda, Bindu Nanduri, Inimary T. Toby
Editorial: Unleashing Innovation on Precision Public Health-Highlights From the MCBIOS and MAQC 2021 Joint Conference. Frontiers Artif. Intell. 5 (2022)
Jonathan D. Wren, Yongsheng Bai, Zhaohui S. Qin, Da Yan, Ramin Homayouni
Proceedings of the 2019 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) Conference. BMC Bioinform. (4) (2020)
Oguz Akbilgic, Ramin Homayouni, Kevin Heinrich, Max Raymond Langham, Robert Lowell Davis
Unstructured Text in EMR Improves Prediction of Death after Surgery in Children. Informatics 6 (1) (2019)
Sujoy Roy, Kazi I. Zaman, Robert W. Williams, Ramin Homayouni
Evaluation of Sirtuin-3 probe quality and co-expressed genes using literature cohesion. BMC Bioinform. (2) (2019)
Jonathan D. Wren, Robert J. Doerksen, Inimary T. Toby, Bindu Nanduri, Ramin Homayouni, Prashanti Manda, Shraddha Thakkar
Proceedings of the 2018 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) conference. BMC Bioinform. (2) (2019)
Eric C. Rouchka, Julia H. Chariker, David Tieri, Juw Won Park, Shreedharkumar D. Rajurkar, Vikas Singh, Nishchal K. Verma, Yan Cui, Mark L. Farman, Bradford Condon, Neil Moore, Jerzy W. Jaromczyk, Jolanta Jaromczyk, Daniel R. Harris, Patrick Calie, Eun Kyong Shin, Robert L. Davis, Arash Shaban-Nejad, Joshua M. Mitchell, Robert M. Flight, Qing Jun Wang, Richard M. Higashi, Teresa W.-M. Fan, Andrew N. Lane, Hunter N. B. Moseley, Liangqun Lu, Bernie J. Daigle, Xi Chen, Andrey Smelter, Li Chen, Bailey K. Phan, Nathaniel J. Serpico, Ethan G. Toney, Caroline E. Melton, Jennifer R. Mandel, Bernie J. Daigle Jr., Hao Chen, Kazi I. Zaman, Ramin Homayouni, Patrick J. Trainor, Samantha M. Carlisle, Andrew P. DeFilippis, Shesh N. Rai
Proceedings of the 16th Annual UT-KBRIN Bioinformatics Summit 2016: bioinformatics: Burns, TN, USA. April 21-23, 2017. BMC Bioinform. 18 (S-9) (2017)
Jonathan D. Wren, Mikhail G. Dozmorov, Inimary T. Toby, Bindu Nanduri, Ramin Homayouni, Prashanti Manda, Shraddha Thakkar
Proceedings of the 2017 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) Conference. BMC Bioinform. 18 (14) (2017)
Shengtong Han, Hongmei Zhang, Ramin Homayouni, Wilfried Karmaus
An efficient Bayesian approach for Gaussian Bayesian network structure learning. Commun. Stat. Simul. Comput. 46 (7) (2017)
Sujoy Roy, Brandon C. Curry, Behrouz Madahian, Ramin Homayouni
Prioritization, clustering and functional annotation of MicroRNAs using latent semantic indexing of MEDLINE abstracts. BMC Bioinform. 17 (S-13) (2016)
Behrouz Madahian, Lih-Yuan Deng, Ramin Homayouni
Development of a literature informed Bayesian machine learning method for feature extraction and classification. BMC Bioinform. 16 (S15) (2015)
Behrouz Madahian, Sujoy Roy, Dale Bowman, Lih-Yuan Deng, Ramin Homayouni
A Bayesian approach for inducing sparsity in generalized linear models with multi-category response. BMC Bioinform. 16 (S13) (2015)
Behrouz Madahian, Lih-Yuan Deng, Ramin Homayouni
Development of sparse Bayesian multinomial generalized linear model for multi-class prediction. BMC Bioinform. 15 (S-10) (2014)
Behrouz Madahian, Robert C. Klesges, Lisa Klesges, Ramin Homayouni
System dynamics modeling of childhood obesity. BMC Bioinform. 13 (S-12) (2012)
Nicholas A. Furlotte, Lijing Xu, Robert W. Williams, Ramin Homayouni
Literature-based Evaluation of Microarray Normalization Procedures. BIBM (2011)
Sujoy Roy, Kevin Heinrich, Vinhthuy Phan, Michael W. Berry, Ramin Homayouni
Latent Semantic Indexing of PubMed abstracts for identification of transcription factor candidates from microarray derived gene sets. BMC Bioinform. 12 (S-10) (2011)
Eric C. Rouchka, Robert M. Flight, Ramin Homayouni
Proceedings of the Tenth Annual UT-ORNL-KBRIN Bioinformatics Summit 2011. BMC Bioinform. 12 (S-7) (2011)
Behrouz Madahian, Lisa Klesges, Ramin Homayouni
System dynamics modeling of childhood obesity. BIBM Workshops (2011)
Laasya Vadlamudi, Lynn A. Jones, Ramin Homayouni
ColonyTrak: a web tool and database system for managing experimental animal models. BMC Bioinform. 12 (S-7) (2011)
Lijing Xu, Ramin Homayouni, E. Olusegun George
Literature based Bayesian analysis of gene expression data. BIBM Workshops (2011)
Elina Tjioe, Michael W. Berry, Ramin Homayouni
Discovering gene functional relationships using FAUN (Feature Annotation Using Nonnegative matrix factorization). BMC Bioinform. 11 (S-6) (2010)
Teeradache Viangteeravat, Ian M. Brooks, Somchan Vuthipadadon, Emin Kuscu, Naga Nagisetty, Ebony Smith, Ramin Homayouni, Chanchai McDonald
Slim-Prim: an integrated data system for clinical and translational research. BMC Bioinform. 11 (S-4) (2010)
Mohammed Yeasin, Haritha Malempati, Ramin Homayouni, Mohammad S. Sorower
A systematic study on latent semantic analysis model parameters for mining biomedical literature. BMC Bioinform. 10 (S-7) (2009)
Teeradache Viangteeravat, Ian M. Brooks, Somchan Vuthipadadon, Eunice Y. Huang, Ebony Smith, Ramin Homayouni, Chanchai McDonald
Slim-Prim: an integrated data system for clinical and translational research. BMC Bioinform. 10 (S-7) (2009)
Sujoy Roy, Lijing Xu, Ramin Homayouni
LSI based framework to predict gene regulatory information. BMC Bioinform. 10 (S-7) (2009)
Kevin Heinrich, Michael W. Berry, Ramin Homayouni
Gene Tree Labeling Using Nonnegative Matrix Factorization on Biomedical Literature. Comput. Intell. Neurosci. 2008 (2008)
Elina Tjioe, Michael W. Berry, Ramin Homayouni, Kevin Heinrich
Using a literature-based NMF model for discovering gene functional relationships. BMC Bioinform. 9 (S-7) (2008)
Ramin Homayouni, Kevin Heinrich, Lai Wei, Michael W. Berry
Gene clustering by Latent Semantic Indexing of MEDLINE abstracts. Bioinform. 21 (1) (2005)