Ramin Homayouni

29 papers Journal 26Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Large-scale identification of social and behavioral determinants of health from clinical notes: comparison of Latent Semantic Indexing and Generative Pretrained Transformer (GPT) models.
BMC Medical Informatics Decis. Mak.
Sujoy Roy, Shane Morrell, Lili Zhao, Ramin Homayouni
2023 J jnl
Editorial: AI and data science in drug development and public health: Highlights from the MCBIOS 2022 conference.
Frontiers Big Data
Ramin Homayouni, Prashanti Manda, Aik Choon Tan, Zhaohui S. Qin
2022 J jnl
Editorial: Unleashing Innovation on Precision Public Health-Highlights From the MCBIOS and MAQC 2021 Joint Conference.
Frontiers Artif. Intell.
Ramin Homayouni, Huixiao Hong, Prashanti Manda, Bindu Nanduri, Inimary T. Toby
2020 J jnl
Proceedings of the 2019 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) Conference.
BMC Bioinform.
Jonathan D. Wren, Yongsheng Bai, Zhaohui S. Qin, Da Yan, Ramin Homayouni
2019 J jnl
Evaluation of Sirtuin-3 probe quality and co-expressed genes using literature cohesion.
BMC Bioinform.
Sujoy Roy, Kazi I. Zaman, Robert W. Williams, Ramin Homayouni
2019 J jnl
Proceedings of the 2018 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) conference.
BMC Bioinform.
Jonathan D. Wren, Robert J. Doerksen, Inimary T. Toby, Bindu Nanduri, Ramin Homayouni, Prashanti Manda, Shraddha Thakkar
2019 J jnl
Unstructured Text in EMR Improves Prediction of Death after Surgery in Children.
Informatics
Oguz Akbilgic, Ramin Homayouni, Kevin Heinrich, Max Raymond Langham, Robert Lowell Davis
2017 J jnl
An efficient Bayesian approach for Gaussian Bayesian network structure learning.
Commun. Stat. Simul. Comput.
Shengtong Han, Hongmei Zhang, Ramin Homayouni, Wilfried Karmaus
2017 J jnl
Proceedings of the 16th Annual UT-KBRIN Bioinformatics Summit 2016: bioinformatics: Burns, TN, USA. April 21-23, 2017.
BMC Bioinform.
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
2017 J jnl
Proceedings of the 2017 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) Conference.
BMC Bioinform.
Jonathan D. Wren, Mikhail G. Dozmorov, Inimary T. Toby, Bindu Nanduri, Ramin Homayouni, Prashanti Manda, Shraddha Thakkar
2016 J jnl
Prioritization, clustering and functional annotation of MicroRNAs using latent semantic indexing of MEDLINE abstracts.
BMC Bioinform.
Sujoy Roy, Brandon C. Curry, Behrouz Madahian, Ramin Homayouni
2015 J jnl
A Bayesian approach for inducing sparsity in generalized linear models with multi-category response.
BMC Bioinform.
Behrouz Madahian, Sujoy Roy, Dale Bowman, Lih-Yuan Deng, Ramin Homayouni
2015 J jnl
Development of a literature informed Bayesian machine learning method for feature extraction and classification.
BMC Bioinform.
Behrouz Madahian, Lih-Yuan Deng, Ramin Homayouni
2014 J jnl
Development of sparse Bayesian multinomial generalized linear model for multi-class prediction.
BMC Bioinform.
Behrouz Madahian, Lih-Yuan Deng, Ramin Homayouni
2012 J jnl
System dynamics modeling of childhood obesity.
BMC Bioinform.
Behrouz Madahian, Robert C. Klesges, Lisa Klesges, Ramin Homayouni
2011 J jnl
ColonyTrak: a web tool and database system for managing experimental animal models.
BMC Bioinform.
Laasya Vadlamudi, Lynn A. Jones, Ramin Homayouni
2011 J jnl
Latent Semantic Indexing of PubMed abstracts for identification of transcription factor candidates from microarray derived gene sets.
BMC Bioinform.
Sujoy Roy, Kevin Heinrich, Vinhthuy Phan, Michael W. Berry, Ramin Homayouni
2011 — conf
Literature based Bayesian analysis of gene expression data.
BIBM Workshops
Lijing Xu, Ramin Homayouni, E. Olusegun George
2011 — conf
Literature-based Evaluation of Microarray Normalization Procedures.
BIBM
Nicholas A. Furlotte, Lijing Xu, Robert W. Williams, Ramin Homayouni
2011 J jnl
Proceedings of the Tenth Annual UT-ORNL-KBRIN Bioinformatics Summit 2011.
BMC Bioinform.
Eric C. Rouchka, Robert M. Flight, Ramin Homayouni
2011 — conf
System dynamics modeling of childhood obesity.
BIBM Workshops
Behrouz Madahian, Lisa Klesges, Ramin Homayouni
2010 J jnl
Discovering gene functional relationships using FAUN (Feature Annotation Using Nonnegative matrix factorization).
BMC Bioinform.
Elina Tjioe, Michael W. Berry, Ramin Homayouni
2010 J jnl
Slim-Prim: an integrated data system for clinical and translational research.
BMC Bioinform.
Teeradache Viangteeravat, Ian M. Brooks, Somchan Vuthipadadon, Emin Kuscu, Naga Nagisetty, Ebony Smith, Ramin Homayouni, Chanchai McDonald
2009 J jnl
A systematic study on latent semantic analysis model parameters for mining biomedical literature.
BMC Bioinform.
Mohammed Yeasin, Haritha Malempati, Ramin Homayouni, Mohammad S. Sorower
2009 J jnl
LSI based framework to predict gene regulatory information.
BMC Bioinform.
Sujoy Roy, Lijing Xu, Ramin Homayouni
2009 J jnl
Slim-Prim: an integrated data system for clinical and translational research.
BMC Bioinform.
Teeradache Viangteeravat, Ian M. Brooks, Somchan Vuthipadadon, Eunice Y. Huang, Ebony Smith, Ramin Homayouni, Chanchai McDonald
2008 J jnl
Gene Tree Labeling Using Nonnegative Matrix Factorization on Biomedical Literature.
Comput. Intell. Neurosci.
Kevin Heinrich, Michael W. Berry, Ramin Homayouni
2008 J jnl
Using a literature-based NMF model for discovering gene functional relationships.
BMC Bioinform.
Elina Tjioe, Michael W. Berry, Ramin Homayouni, Kevin Heinrich
2005 J jnl
Gene clustering by Latent Semantic Indexing of MEDLINE abstracts.
Bioinform.
Ramin Homayouni, Kevin Heinrich, Lai Wei, Michael W. Berry