Ramin Homayouni

According to our database, Ramin Homayouni authored at least 29 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Large-scale identification of social and behavioral determinants of health from clinical notes: comparison of Latent Semantic Indexing and Generative Pretrained Transformer (GPT) models.

Sujoy Roy, Shane Morrell, Lili Zhao, Ramin Homayouni

BMC Medical Informatics Decis. Mak., December, 2024

2023

Editorial: AI and data science in drug development and public health: Highlights from the MCBIOS 2022 conference.

Ramin Homayouni, Prashanti Manda, Aik Choon Tan, Zhaohui S. Qin

Frontiers Big Data, January, 2023

2022

Editorial: Unleashing Innovation on Precision Public Health-Highlights From the MCBIOS and MAQC 2021 Joint Conference.

Ramin Homayouni, Huixiao Hong, Prashanti Manda, Bindu Nanduri, Inimary T. Toby

Frontiers Artif. Intell., 2022

2020

Proceedings of the 2019 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) Conference.

Jonathan D. Wren, Yongsheng Bai, Zhaohui S. Qin, Da Yan, Ramin Homayouni

BMC Bioinform., 2020

2019

Unstructured Text in EMR Improves Prediction of Death after Surgery in Children.

Oguz Akbilgic, Ramin Homayouni, Kevin Heinrich, Max Raymond Langham, Robert Lowell Davis

Informatics, 2019

Proceedings of the 2018 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) conference.

Jonathan D. Wren, Robert J. Doerksen, Inimary T. Toby, Bindu Nanduri, Ramin Homayouni, Prashanti Manda, Shraddha Thakkar

BMC Bioinform., 2019

Evaluation of Sirtuin-3 probe quality and co-expressed genes using literature cohesion.

Sujoy Roy, Kazi I. Zaman, Robert W. Williams, Ramin Homayouni

BMC Bioinform., 2019

2017

Proceedings of the 16th Annual UT-KBRIN Bioinformatics Summit 2016: bioinformatics: Burns, TN, USA. April 21-23, 2017.

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

BMC Bioinform., September, 2017

An efficient Bayesian approach for Gaussian Bayesian network structure learning.

Shengtong Han, Hongmei Zhang, Ramin Homayouni, Wilfried Karmaus

Commun. Stat. Simul. Comput., 2017

Proceedings of the 2017 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) Conference.

Jonathan D. Wren, Mikhail G. Dozmorov, Inimary T. Toby, Bindu Nanduri, Ramin Homayouni, Prashanti Manda, Shraddha Thakkar

BMC Bioinform., 2017

2016

Prioritization, clustering and functional annotation of MicroRNAs using latent semantic indexing of MEDLINE abstracts.

Sujoy Roy, Brandon C. Curry, Behrouz Madahian, Ramin Homayouni

BMC Bioinform., 2016

2015

A Bayesian approach for inducing sparsity in generalized linear models with multi-category response.

Behrouz Madahian, Sujoy Roy, Dale Bowman, Lih-Yuan Deng, Ramin Homayouni

BMC Bioinform., December, 2015

Development of a literature informed Bayesian machine learning method for feature extraction and classification.

Behrouz Madahian, Lih-Yuan Deng, Ramin Homayouni

BMC Bioinform., December, 2015

2014

Development of sparse Bayesian multinomial generalized linear model for multi-class prediction.

Behrouz Madahian, Lih-Yuan Deng, Ramin Homayouni

BMC Bioinform., 2014

2012

System dynamics modeling of childhood obesity.

Behrouz Madahian, Robert C. Klesges, Lisa Klesges, Ramin Homayouni

BMC Bioinform., 2012

2011

ColonyTrak: a web tool and database system for managing experimental animal models.

Laasya Vadlamudi, Lynn A. Jones, Ramin Homayouni

BMC Bioinform., 2011

Latent Semantic Indexing of PubMed abstracts for identification of transcription factor candidates from microarray derived gene sets.

Sujoy Roy, Kevin Heinrich, Vinhthuy Phan, Michael W. Berry, Ramin Homayouni

BMC Bioinform., 2011

Proceedings of the Tenth Annual UT-ORNL-KBRIN Bioinformatics Summit 2011.

Eric C. Rouchka, Robert M. Flight, Ramin Homayouni

BMC Bioinform., 2011

Literature based Bayesian analysis of gene expression data.

Lijing Xu, Ramin Homayouni, E. Olusegun George

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

System dynamics modeling of childhood obesity.

Behrouz Madahian, Lisa Klesges, Ramin Homayouni

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Literature-based Evaluation of Microarray Normalization Procedures.

Nicholas A. Furlotte, Lijing Xu, Robert W. Williams, Ramin Homayouni

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010

Slim-Prim: an integrated data system for clinical and translational research.

Teeradache Viangteeravat, Ian M. Brooks, Somchan Vuthipadadon, Emin Kuscu, Naga Nagisetty, Ebony Smith, Ramin Homayouni, Chanchai McDonald

BMC Bioinform., 2010

Discovering gene functional relationships using FAUN (Feature Annotation Using Nonnegative matrix factorization).

Elina Tjioe, Michael W. Berry, Ramin Homayouni

BMC Bioinform., 2010

2009

A systematic study on latent semantic analysis model parameters for mining biomedical literature.

Mohammed Yeasin, Haritha Malempati, Ramin Homayouni, Mohammad S. Sorower

BMC Bioinform., 2009

Slim-Prim: an integrated data system for clinical and translational research.

Teeradache Viangteeravat, Ian M. Brooks, Somchan Vuthipadadon, Eunice Y. Huang, Ebony Smith, Ramin Homayouni, Chanchai McDonald

BMC Bioinform., 2009

LSI based framework to predict gene regulatory information.

Sujoy Roy, Lijing Xu, Ramin Homayouni

BMC Bioinform., 2009

2008

Gene Tree Labeling Using Nonnegative Matrix Factorization on Biomedical Literature.

Kevin Heinrich, Michael W. Berry, Ramin Homayouni

Comput. Intell. Neurosci., 2008

Using a literature-based NMF model for discovering gene functional relationships.

Elina Tjioe, Michael W. Berry, Ramin Homayouni, Kevin Heinrich

BMC Bioinform., 2008

2005

Gene clustering by Latent Semantic Indexing of MEDLINE abstracts.

Ramin Homayouni, Kevin Heinrich, Lai Wei, Michael W. Berry

Bioinform., 2005