Frank Meng, PhD

Assistant Professor
  • Department of Radiological Sciences

Office: 924 Westwood Blvd, Suite 420, Room C

Phone: (310) 794-3540

E-Mail: fmeng@mii.ucla.edu

Publications

2017
  1. Shen S, Han SX, Petousis P, Weiss RE, Meng F, Bui AAT, Hsu W. A Bayesian model for estimating multi-state disease progression. Comput Biol Med. 2017;81:1111–120. DOI: 10.1016/j.compbiomed.2016.12.011. PDF
2015
  1. Meng F, Morioka CA. Automating the generation of lexical patterns for processing free text in clinical documents. J Am Med Inform Assoc. 2015;22:980–6. DOI: 10.1093/jamia/ocv012. PDF
  2. Shen S, Han SX, Petousis P, Meng F, Bui AAT, Hsu W. Continuous Markov Model Approach Using Individual Patient Data to Estimate Mean Sojourn Time of Lung Cancer. AMIA Annu Symp Proc. San Francisco, CA, USA; 2015.
2014
  1. Garcia-Gathright JI, Meng F, Hsu W. UCLA at TREC 2014 clinical decision support track: Exploring language models, query expansion, and boosting. The Twenty-Third Text REtrieval Conference (TREC 2014). 2014. PDF
2011
  1. Meng F, Morioka CA, El-Saden S. Determining word sequence variation patterns in clinical documents using multiple sequence alignment. AMIA Annu Symp Proc. 2011. p. 934–43. PDF
2008
  1. Morioka CA, El-Saden S, Pope W, Sayre JW, Duckwiler G, Meng F, Bui AAT, Kangarloo H. A methodology to integrate clinical data for the efficient assessment of brain-tumor patients. Inform Health Soc Care. 2008;33:55–68. DOI: 10.1080/17538150801956762.
Older
  1. Chen AA, Meng F, Morioka CA, Churchill BM, Kangarloo H. Automated generation of individually customized visualizations of diagnosis-specific medical information using novel techniques of information extraction. Proc The International Society for Optical Engineering (SPIE) International Symposium on Medical Imaging. San Diego, CA, USA: The International Society for Optical Engineering; 2005. p. 50. DOI: 10.1117/12.596149.
  2. Meng F, Taira RK, Bui AAT, Kangarloo H, Churchill BM. Automatic generation of repeated patient information for tailoring clinical notes. Int J Med Inform. 2005;74:663–73. DOI: 10.1016/j.ijmedinf.2005.03.008.
  3. Meng F, D\textquoterightAvolio L, Chen AA, Taira RK, Kangarloo H. Generating models of surgical procedures using UMLS concepts and multiple sequence alignment. AMIA Annu Symp Proc. 2005. p. 520–4.
  4. Chen AA, Dionisio J, Meng F, Churchill BM, Kangarloo H. Automated generation of diagnosis-specific visualizations of electronic medical record data for pediatric patients with neurogenic bladder. Proc Intl Medical Informatics Assoc (MedInfo). San Francisco; 2004.
  5. Meng F, Chen AA, Son RY, Taira RK, Churchill BM, Kangarloo H. Information Extraction Using Semantic Patterns for Populating Clinical Data Models. METMBS. 2004.
  6. Son RY, Meng F, Chen AA, Taira RK, Kangarloo H. Towards Semantics-Based Intra-Document Coreference Resolution. METMBS. 2004.
  7. Meng F, Taira RK, Bui AAT, Kangarloo H, Churchill BM. Automatic generation of repeated patient information for tailoring clinical notes. Stud Health Technol Inform. 2004;107:653–7.
  8. Chen AA, Meng F, Son RY, Taira RK, Churchill BM, Kangarloo H. Framework for the automated validation of nomograms for the prediction of cancer outcomes. Proc IEEE METMBS Conference. Las Vegas; 2004.
  9. Meng F. Formation of queries from natural language using a semantic model and statistical approaches [Doctoral Dissertation]. [Los Angeles]: University of California at Los Angeles; 1999.
  10. Meng F. A Natural Language Interface for Information Retrieval from Forms on the World Wide Web. Proceedings of the 20th International Conference on Information Systems. Atlanta, GA, USA: Association for Information Systems; 1999.