In the Biomedical Language Processing Laboratory, we develop and implement Natural Language Processing (NLP) and Machine Learning algorithms to retrieve, extract and summarize information from biomedical texts such as literature, Electronic Health Records (EHR) and online health websites.
Our mission is to:
- Improve health care outcomes by enabling secondary uses of the data
- Create advanced algorithms designed to enhance the functionality of clinical knowledge systems
Cormack J, Nath C, Milward D, Raja K, Jonnalagadda SR Agile text mining for the 2014 i2b2/UTHealth Cardiac risk factors challenge. J Biomed Inform 2015 Jul 22;. pii:S1532-0464(15)00141-0
Jonnalagadda SR, Goyal P, Huffman MD Automating data extraction in systematic reviews: a systematic review.Syst Rev 2015;4:78. doi:10.1186/s13643-015-0066-7
Jonnalagadda SR, Topham PS, Silverman EJ, Peeler RG Scientific collaboration networks using biomedical text.Methods Mol Biol 2014;1159:147-57. doi:10.1007/978-1-4939-0709-0_9