Pharmaceutical Care and Health Systems

2024

Machine Learning for Risk Prediction of Recurrent AKI in Adult Patients After Hospital Discharge

Zhang, J., Drawz, P. E., Simon, G., Adam, T. J. & Melton, G. B., Jan 25 2024, MEDINFO 2023 - The Future is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press BV, p. 219-223 5 p. (Studies in Health Technology and Informatics; vol. 310).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

1 Scopus citations

2023

A Dialogue System for Assessing Activities of Daily Living: Improving Consistency with Grounded Knowledge

Sheng, Z., Finzel, R., Lucke, M., Dufresne, S., Gini, M. L. & Pakhomov, S., 2023, DialDoc 2023 - Proceedings of the 3rd DialDoc Workshop on Document-Grounded Dialogue and Conversational Question Answering, Proceedings of the Workshop. Muresan, S., Chen, V., Kennington, C., Vandyke, D., Dethlefs, N., Inoue, K., Ekstedt, E. & Ultes, S. (eds.). Association for Computational Linguistics (ACL), p. 68-79 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2022

Does comorbidity matrix provide similar amount of predictive information: Comparisons from Charlson and Elixhauser using Deep Learning

Pradhan, P. M., Loth, M., Tonellato, P., Liang, Y., Adam, T. J., Chi, C. L., Yew, P. Y. & Robinson, J. G., 2022, Proceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022. Institute of Electrical and Electronics Engineers Inc., p. 508-510 3 p. (Proceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models

Li, C., Knopman, D., Xu, W., Cohen, T. & Pakhomov, S., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 1866-1877 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

8 Scopus citations

Measuring Physiological Markers of Stress During Conversational Agent Interactions

Datar, S., Ferland, L., Foo, E., Kotlyar, M., Holschuh, B., Gini, M., Michalowski, M. & Pakhomov, S., 2022, AI for Disease Surveillance and Pandemic Intelligence - Intelligent Disease Detection in Action. Shaban-Nejad, A., Michalowski, M. & Bianco, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 247-265 19 p. (Studies in Computational Intelligence; vol. 1013).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

MTAP - A Distributed Framework for NLP Pipelines

Knoll, B. C., Mcewan, R., Finzel, R., Silverman, G., Zhang, R., Pakhomov, S. V. S. & Melton, G. B., 2022, Proceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022. Institute of Electrical and Electronics Engineers Inc., p. 537-538 2 p. (Proceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2021

Conversational agent for daily living assessment coaching demo

Gaydhani, A., Finzel, R., Dufresne, S., Gini, M. & Pakhomov, S. V. S., 2021, EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the System Demonstrations. Association for Computational Linguistics (ACL), p. 321-328 8 p. (EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the System Demonstrations).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Scopus citations

Everyday Living Artificial Intelligence Hub

Finzel, R., Singh, E., Michalowski, M., Pakhomov, S. & Gini, M., 2021, DaSH-LA 2021 - 2nd Workshop on Data Science with Human-in-the-Loop: Language Advances, Proceedings. Dragut, E., Li, Y., Popa, L. & Vucetic, S. (eds.). Association for Computational Linguistics (ACL), p. 102-104 3 p. (DaSH-LA 2021 - 2nd Workshop on Data Science with Human-in-the-Loop: Language Advances, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Identification of Dietary Supplement Use from Electronic Health Records Using Transformer-based Language Models

Zhou, S., Schutte, D., Xing, A., Chen, J., Wolfson, J., He, Z., Yu, F. & Zhang, R., Aug 2021, Proceedings - 2021 IEEE 9th International Conference on Healthcare Informatics, ISCHI 2021. Institute of Electrical and Electronics Engineers Inc., p. 513-514 2 p. (Proceedings - 2021 IEEE 9th International Conference on Healthcare Informatics, ISCHI 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

Identifying Mentions of Life Stressors in Clinical Notes

Datar, S., Lindemann, E. A., Silverman, G., McEwan, R., Finzel, R., Kotlyar, M., Melton, G. B. & Pakhomov, S. V. S., Aug 2021, Proceedings - 2021 IEEE 9th International Conference on Healthcare Informatics, ISCHI 2021. Institute of Electrical and Electronics Engineers Inc., p. 153-160 8 p. (Proceedings - 2021 IEEE 9th International Conference on Healthcare Informatics, ISCHI 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Tell Me About Your Day: Designing a Conversational Agent for Time and Stress Management

Ferland, L., Sauve, J., Lucke, M., Nie, R., Khadar, M., Pakhomov, S. & Gini, M., 2021, Explainable AI in Healthcare and Medicine - Building a Culture of Transparency and Accountability. Shaban-Nejad, A., Michalowski, M. & Buckeridge, D. L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 297-303 7 p. (Studies in Computational Intelligence; vol. 914).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2020

A tale of two perplexities: Sensitivity of neural language models to lexical retrieval deficits in dementia of the Alzheimer's type

Cohen, T. & Pakhomov, S., 2020, ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1946-1957 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

10 Scopus citations

Comparing NLP Systems to Extract Entities of Eligibility Criteria in Dietary Supplements Clinical Trials Using NLP-ADAPT

Bompelli, A., Silverman, G., Finzel, R., Vasilakes, J., Knoll, B., Pakhomov, S. & Zhang, R., 2020, Artificial Intelligence in Medicine - 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Proceedings. Michalowski, M. & Moskovitch, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 67-77 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12299 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

6 Scopus citations

2019

Analysis of Twitter to Identify Topics Related to Eating Disorder Symptoms

Zhou, S., Zhao, Y., Rizvi, R., Bian, J., Haynos, A. F. & Zhang, R., Jun 2019, 2019 IEEE International Conference on Healthcare Informatics, ICHI 2019. Institute of Electrical and Electronics Engineers Inc., 8904863. (2019 IEEE International Conference on Healthcare Informatics, ICHI 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

13 Scopus citations

Analyzing social media data to understand consumer information needs on dietary supplements

Rizvi, R. F., Wang, Y., Nguyen, T., Vasilakes, J., Bian, J., He, Z. & Zhang, R., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 323-327 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

15 Scopus citations

Applications of natural language processing in clinical research and practice

Wang, Y., Tafti, A. P., Sohn, S. & Zhang, R., 2019, NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Tutorial Abstracts. Association for Computational Linguistics (ACL), p. 22-25 4 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Tutorial Abstracts).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Scopus citations

Electronic progress note reading patterns: An eye tracking analysis

Hultman, G. M., Marquard, J. L., Kandaswamy, S., Lindemann, E. A., Pakhomov, S. & Melton, G. B., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1684-1685 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record

Ma, S., Zhang, R., Munroe, J., Shanahan, L., Horn, S. & Speedie, S., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1504-1507 4 p. 8621518. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Scopus citations

Exploring the discrepancies in actual and perceived benefits of dietary supplements among obese patients

He, Z., Barrett, L. A., Rizvi, R., Payrovnaziri, S. N. & Zhang, R., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1474-1475 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

Leveraging twitter and Neo4j to study the public use of opioids in the USA

Soni, D., Ghanem, T., Gomaa, B. & Schommer, J., Jun 30 2019, Proceedings of the 2nd ACM SIGMOD Joint International Workshop on Graph Data Management Experiences and Systems (GRADES) and Network Data Analytics (NDA) 2019, GRADES-NDA 2019. Arora, A., Bhattacharya, A. & Fletcher, G. (eds.). Association for Computing Machinery, (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

Named entity recognition in prehospital trauma care

Silverman, G. M., Lindemann, E. A., Rajamani, G., Finzel, R. L., McEwan, R., Knoll, B. C., Pakhomov, S., Melton, G. B. & Tignanelli, C. J., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1586-1587 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

Normalizing dietary supplement product names using the RxNorM model

Vasilakes, J., Fan, Y., Rizvi, R., Bompelli, A., Bodenreider, O. & Zhang, R., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 408-412 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

Prototyping an Interactive Visualization of Dietary Supplement Knowledge Graph

He, X., Zhang, R., Rizvi, R., Vasilakes, J., Yang, X., Guo, Y., He, Z., Prosperi, M. & Bian, J., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1649-1652 4 p. 8621340. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

6 Scopus citations

Recurrent deep network models for clinical NLP tasks: Use case with sentence boundary disambiguation

Knoll, B. C., Lindemann, E. A., Albert, A. L., Melton, G. B. & Pakhomov, S. V. S., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 198-202 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

2018

Detecting Signals of Associations between Dietary Supplement Use and Mental Disorders from Twitter

Wang, Y., Zhao, Y., Bian, J. & Zhang, R., Jul 16 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018. Institute of Electrical and Electronics Engineers Inc., p. 53-54 2 p. 8411682. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

6 Scopus citations

2017

Automatic methods to extract New York heart association classification from clinical notes

Zhang, R., Ma, S., Shanahan, L., Munroe, J., Horn, S. & Speedie, S., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Yoo, I., Zheng, J. H., Gong, Y., Hu, X. T., Shyu, C-R., Bromberg, Y., Gao, J. & Korkin, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1296-1299 4 p. (Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

19 Scopus citations

Classification of use status for dietary supplements in clinical notes

Fan, Y., He, L. & Zhang, R., Jan 17 2017, Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Burrage, K., Zhu, Q., Liu, Y., Tian, T., Wang, Y., Hu, X. T., Jiang, Q., Song, J., Morishita, S., Burrage, K. & Wang, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1054-1061 8 p. 7822668. (Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

5 Scopus citations

Detecting signals of interactions between warfarin and dietary supplements in electronic health records

Fan, Y., Adam, T. J., McEwan, R., Pakhomov, S. V., Melton, G. B. & Zhang, R., 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Gundlapalli, A. V., Marie-Christine, J. & Dongsheng, Z. (eds.). IOS Press BV, p. 370-374 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

8 Scopus citations

Evaluating automatic methods to extract patients' supplement use from clinical reports

Fan, Y., He, L. & Zhang, R., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Yoo, I., Zheng, J. H., Gong, Y., Hu, X. T., Shyu, C-R., Bromberg, Y., Gao, J. & Korkin, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1258-1261 4 p. (Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

3 Scopus citations

Mining adverse events of dietary supplements from product labels by topic modeling

Wang, Y., Gunashekar, D. R., Adam, T. J. & Zhang, R., 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Gundlapalli, A. V., Marie-Christine, J. & Dongsheng, Z. (eds.). IOS Press BV, p. 614-618 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

7 Scopus citations

Phenotyping and visualizing infusion-related reactions for breast cancer patients

Sun, D., Sarda, G., Skube, S. J., Blaes, A. H., Khairat, S., Melton-Meaux, G. B. & Zhang, R., 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Dongsheng, Z., Gundlapalli, A. V. & Marie-Christine, J. (eds.). IOS Press, p. 599-603 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Usability evaluation of an EHR's clinical notes interface from the perspective of attending and resident Physicians: An exploratory study

Rizvi, R. F., Marquard, J. L., Seywerd, M. A., Adam, T. J., Elison, J. T., Hultman, G. M., Harder, K. A. & Melton-Meaux, G. B., 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Gundlapalli, A. V., Marie-Christine, J. & Dongsheng, Z. (eds.). IOS Press BV, p. 1128-1132 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

Usability evaluation of an EHR's clinical notes interface from the perspective of attending and resident Physicians: An exploratory study

Rizvi, R. F., Marquard, J. L., Seywerd, M. A., Adam, T. J., Elison, J. T., Hultman, G., Harder, K. A. & Melton, G. B., 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Gundlapalli, A. V., Marie-Christine, J. & Dongsheng, Z. (eds.). IOS Press BV, p. 1128-1132 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

Usability evaluation of NLP-PIER: A clinical document search engine for researchers

Hultman, G., McEwan, R., Pakhomov, S., Lindemann, E., Skube, S. & Melton, G. B., 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Gundlapalli, A. V., Marie-Christine, J. & Dongsheng, Z. (eds.). IOS Press BV, p. 1269 1 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

What analogies reveal about word vectors and their compositionality

Finley, G. P., Farmer, S. & Pakhomov, S. V. S., 2017, *SEM 2017 - 6th Joint Conference on Lexical and Computational Semantics, Proceedings. Association for Computational Linguistics (ACL), p. 1-11 11 p. (*SEM 2017 - 6th Joint Conference on Lexical and Computational Semantics, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

16 Scopus citations

2016

Using synthetic clinical data to train an HMM-based POS tagger

Knoll, B. C., Melton, G. B., Liu, H., Xu, H. & Pakhomov, S. V. S., Apr 18 2016, 3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016. Institute of Electrical and Electronics Engineers Inc., p. 252-255 4 p. 7455882. (3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Scopus citations

2015

Analyzing Operative Note Structure in Development of a Section Header Resource

Melton, G. B., Wang, Y., Arsoniadis, E., Pakhomov, S. V. S., Adam, T. J., Kwaan, M. R., Rothenberger, D. A. & Chen, E. S., 2015, MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. Georgiou, A., Sarkar, I. N. & de Azevedo Marques, P. M. (eds.). IOS Press, p. 821-826 6 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Scopus citations

Evaluation of Herbal and Dietary Supplement Resource Term Coverage

Manohar, N., Adam, T. J., Pakhomov, S. V., Melton, G. B. & Zhang, R., 2015, MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. Georgiou, A., Sarkar, I. N. & de Azevedo Marques, P. M. (eds.). IOS Press, p. 785-789 5 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

6 Scopus citations

2013

Computerized analysis of a verbal fluency test

Ryan, J. O., Pakhomov, S. V., Marino, S. E., Bernick, C. & Banks, S., 2013, Short Papers. Association for Computational Linguistics (ACL), p. 884-889 6 p. (ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference; vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

6 Scopus citations

Navigating longitudinal clinical notes with an automated method for detecting new information

Zhang, R., Pakhomov, S., Lee, J. T. & Melton, G. B., 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. IOS Press, p. 754-758 5 p. (Studies in Health Technology and Informatics; vol. 192, no. 1-2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Scopus citations

Predicate argument structure frames for modeling information in operative notes

Wang, Y., Pakhomov, S. & Melton, G. B., 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. IOS Press, p. 783-787 5 p. (Studies in Health Technology and Informatics; vol. 192, no. 1-2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

Predicate argument structure frames for modeling information in operative notes

Wang, Y., Pakhomov, S. & Melton, G. B., 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. IOS Press, p. 783-787 5 p. (Studies in Health Technology and Informatics; vol. 192, no. 1-2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

UMLS::Similarity: Measuring the Relatedness and Similarity of Biomedical Concepts

McInnes, B. T., Liu, Y., Pedersen, T., Melton, G. B. & Pakhomov, S. V., 2013, 2013 Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2013 - Demonstration Session. Dyer, C. & Higgins, D. (eds.). Association for Computational Linguistics (ACL), p. 28-31 4 p. (2013 Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2013 - Demonstration Session).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

12 Scopus citations

2012

Automated identification of relevant new information in clinical narrative

Zhang, R., Pakhomov, S. & Melton, G. B., 2012, IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium. p. 837-841 5 p. (IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

7 Scopus citations

Measuring the similarity and relatedness of concepts in the medical domain: IHI 2012 tutorial overview

Pedersen, T., Pakhomov, S., McInnes, B. & Liu, Y., 2012, IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium. p. 879 1 p. (IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

ProTK: An improved prosody toolkit

Okamoto, J., Pakhomov, S. V., Shriberg, E. & Stolcke, A., 2012, 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012. p. 1890-1891 2 p. (13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012; vol. 3).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Semantic relatedness study using second order co-occurrence vectors computed from biomedical corpora, UMLS and WordNet

Liu, Y., McInnes, B. T., Pedersen, T., Melton-Meaux, G. & Pakhomov, S., 2012, IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium. p. 363-371 9 p. (IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

41 Scopus citations

2011

Using second-order vectors in a knowledge-based method for acronym disambiguation

Mcinnes, B. T., Pedersen, T., Liu, Y., Pakhomov, S. V. & Melton, G. B., 2011, CoNLL 2011 - Fifteenth Conference on Computational Natural Language Learning, Proceedings of the Conference. p. 145-153 9 p. (CoNLL 2011 - Fifteenth Conference on Computational Natural Language Learning, Proceedings of the Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

18 Scopus citations

2010

Launching: University partnership for health informatics

Jacko, J. A., Adam, T., Westra, B., Witrak, M., Berkeland, R., Nelson, A. F., Ali, A. L., Johnson, L., Kuang, R., LaTour, K., Potthoff, S. & Watters, A., 2010, IHI'10 - Proceedings of the 1st ACM International Health Informatics Symposium. p. 521-525 5 p. (IHI'10 - Proceedings of the 1st ACM International Health Informatics Symposium).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Scopus citations

2007

Penetration and adoption of health information technology (IT) in Thailand's community health centers (CHCs): A national survey

Kijsanayotin, B., Pannarunothai, S. & Speedie, S. M., 2007, MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics: Building Sustainable Health Systems. IOS Press, p. 1154-1158 5 p. (Studies in Health Technology and Informatics; vol. 129).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Scopus citations

Pharmaceutical Care and Health Systems

Research output

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