| Semantic similarity and relatedness between clinical terms: an experimental study S Pakhomov, B McInnes, T Adam, Y Liu, T Pedersen, GB Melton AMIA annual symposium proceedings 2010, 572, 2010 | 225 | 2010 |
| UMLS-Interface and UMLS-Similarity: open source software for measuring paths and semantic similarity BT McInnes, T Pedersen, SVS Pakhomov AMIA annual symposium proceedings 2009, 431, 2009 | 203 | 2009 |
| Exploiting MeSH indexing in MEDLINE to generate a data set for word sense disambiguation AJ Jimeno-Yepes, BT McInnes, AR Aronson BMC bioinformatics 12 (1), 1-14, 2011 | 118 | 2011 |
| Literature based discovery: models, methods, and trends S Henry, BT McInnes Journal of biomedical informatics 74, 20-32, 2017 | 108 | 2017 |
| Evaluating measures of semantic similarity and relatedness to disambiguate terms in biomedical text BT McInnes, T Pedersen Journal of biomedical informatics 46 (6), 1116-1124, 2013 | 108 | 2013 |
| Towards a framework for developing semantic relatedness reference standards SVS Pakhomov, T Pedersen, B McInnes, GB Melton, A Ruggieri, ... Journal of biomedical informatics 44 (2), 251-265, 2011 | 100 | 2011 |
| Semantic relatedness study using second order co-occurrence vectors computed from biomedical corpora, UMLS and WordNet Y Liu, BT McInnes, T Pedersen, G Melton-Meaux, S Pakhomov Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium …, 2012 | 65 | 2012 |
| Evaluating measures of redundancy in clinical texts R Zhang, S Pakhomov, BT McInnes, GB Melton AMIA annual symposium proceedings 2011, 1612, 2011 | 65 | 2011 |
| Using UMLS Concept Unique Identifiers (CUIs) for word sense disambiguation in the biomedical domain BT McInnes, T Pedersen, J Carlis AMIA annual symposium proceedings 2007, 533, 2007 | 60 | 2007 |
| Vector representations of multi-word terms for semantic relatedness S Henry, C Cuffy, BT McInnes Journal of biomedical informatics 77, 111-119, 2018 | 50 | 2018 |
| Challenges and practical approaches with word sense disambiguation of acronyms and abbreviations in the clinical domain S Moon, B McInnes, GB Melton Healthcare informatics research 21 (1), 35-42, 2015 | 46 | 2015 |
| Extending the Log Likelihood Measure to Improve Collection Identification BT McInnes University of Minnesota, Duluth, 2004 | 46 | 2004 |
| Evaluating semantic similarity and relatedness over the semantic grouping of clinical term pairs BT McInnes, T Pedersen Journal of biomedical informatics 54, 329-336, 2015 | 43 | 2015 |
| The Ngram statistics package (text:: nsp): A flexible tool for identifying ngrams, collocations, and word associations T Pedersen, S Banerjee, B McInnes, S Kohli, M Joshi, Y Liu Proceedings of the workshop on multiword expressions: From parsing and …, 2011 | 42 | 2011 |
| Knowledge-based Method for Determining the Meaning of Ambiguous Biomedical Terms Using Information Content Measures of Similarity GBM Bridget T. McInnes, Ted Pedersen, Ying Liu In Proceedings of the Annual Symposium of the American Medical Informatics …, 2011 | 42* | 2011 |
| Determining the difficulty of word sense disambiguation BT McInnes, M Stevenson Journal of biomedical informatics 47, 83-90, 2014 | 41 | 2014 |
| Sentiment classification from multi-class imbalanced twitter data using binarization B Krawczyk, BT McInnes, A Cano Hybrid Artificial Intelligent Systems: 12th International Conference, HAIS …, 2017 | 40 | 2017 |
| MT-clinical BERT: scaling clinical information extraction with multitask learning A Mulyar, O Uzuner, B McInnes Journal of the American Medical Informatics Association 28 (10), 2108-2115, 2021 | 38 | 2021 |
| An unsupervised vector approach to biomedical term disambiguation: integrating UMLS and Medline B McInnes Proceedings of the ACL-08: HLT Student Research Workshop, 49-54, 2008 | 35 | 2008 |
| Using natural language processing techniques to inform research on nanotechnology NA Lewinski, BT McInnes Beilstein journal of nanotechnology 6 (1), 1439-1449, 2015 | 32 | 2015 |
Ted PedersenProfessor of Computer Science, University of Minnesota DuluthVerified email at d.umn.edu
