Ramakanth Kavuluru

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Ramakanth Kavuluru, Ph.D.

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    20062024

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    • 2024

      COVID-19 Event Extraction from Twitter via Extractive Question Answering with Continuous Prompts

      Jiang, Y. & Kavuluru, R., 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. 674-678 5 p. (Studies in Health Technology and Informatics; vol. 310).

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

      Open Access
    • 2023

      End-to-End Models for Chemical-Protein Interaction Extraction: Better Tokenization and Span-Based Pipeline Strategies

      Ai, X. & Kavuluru, R., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. p. 610-618 9 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

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

      Open Access

    • End-to-End n-ary Relation Extraction for Combination Drug Therapies

      Jiang, Y. & Kavuluru, R., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. p. 72-80 9 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

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

      Open Access
    • 2022

      Opinions on Homeopathy for COVID-19 on Twitter

      Bopaiah, J., Garimella, K. & Kavuluru, R., Jun 26 2022, WebSci 2022 - Proceedings of the 14th ACM Web Science Conference. p. 359-363 5 p. (ACM International Conference Proceeding Series).

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

      Open Access
      1 Scopus citations
    • 2021

      Assigning ICD-O-3 codes to pathology reports using neural multi-task training with hierarchical regularization

      Rios, A., Durbin, E. B., Hands, I. & Kavuluru, R., Jan 18 2021, Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021. (Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021).

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

      Open Access
      4 Scopus citations

    • Joint learning for biomedical NER and entity normalization: Encoding schemes, counterfactual examples, and zero-shot evaluation

      Noh, J. & Kavuluru, R., Jan 18 2021, Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021. (Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021).

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

      Open Access
      7 Scopus citations

    • Therapeutic Claims in Cannabidiol (CBD) Marketing Messages on Twitter

      Soleymanpour, M., Saderholm, S. & Kavuluru, R., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). p. 3083-3088 6 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).

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

      Open Access
      23 Scopus citations
    • 2020

      Literature retrieval for precision medicine with neural matching and faceted summarization

      Noh, J. & Kavuluru, R., 2020, Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020. p. 3389-3399 11 p. (Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020).

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

      5 Scopus citations
    • 2019

      Knowledge-aware assessment of severity of suicide risk for early intervention

      Gaur, M., Kursuncu, U., Sheth, A., Alambo, A., Thirunarayan, K., Welton, R. S., Sain, J. P., Kavuluru, R. & Pathak, J., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. p. 514-525 12 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

      Open Access
      100 Scopus citations
    • 2018

      Document Retrieval for Biomedical Question Answering with Neural Sentence Matching

      Noh, J. & Kavuluru, R., Jul 2 2018, Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018. Wani, M. A., Kantardzic, M., Sayed-Mouchaweh, M., Gama, J. & Lughofer, E. (eds.). p. 194-201 8 p. 8614061. (Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018).

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

      Open Access
      4 Scopus citations

    • EMR coding with semi-parametric multi-head matching networks

      Rios, A. & Kavuluru, R., 2018, Long Papers. p. 2081-2091 11 p. (NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

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

      13 Scopus citations

    • Few-shot and zero-shot multi-label learning for structured label spaces

      Rios, A. & Kavuluru, R., 2018, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). p. 3132-3142 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

      160 Scopus citations

    • Predicting psychological health from childhood essays with convolutional neural networks for the CLPsych 2018 shared task (Team UKNLP)

      Rios, A., Tran, T. & Kavuluru, R., 2018, Proceedings of the 5th Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, CLPsych 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018. Loveys, K., Niederhoffer, K., Prud�hommeaux, E., Resnik, R. & Resnik, P. (eds.). p. 107-112 6 p. (Proceedings of the 5th Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, CLPsych 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018).

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

    • 2017

      Extracting Drug-Drug Interactions with Word and Character-Level Recurrent Neural Networks

      Kavuluru, R., Rios, A. & Tran, T., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Cummins, M., Facelli, J., Meixner, G., Giraud-Carrier, C. & Nakajima, H. (eds.). p. 5-12 8 p. 8031125. (Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017).

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

      Open Access
      46 Scopus citations

    • Knowledge-based biomedical word sense disambiguation with neural concept embeddings

      Sabbir, A., Jimeno-Yepes, A. & Kavuluru, R., Jul 1 2017, Proceedings - 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering, BIBE 2017. p. 163-170 8 p. (Proceedings - 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering, BIBE 2017; vol. 2018-January).

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

      Open Access
      29 Scopus citations

    • On quantifying diffusion of health information on Twitter

      Bakal, G. & Kavuluru, R., Apr 11 2017, 2017 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2017. p. 485-488 4 p. 7897311. (2017 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2017).

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

      Open Access
      12 Scopus citations

    • Precision/recall trade-off analysis in abnormal/normal heart sound classification

      Bopaiah, J. & Kavuluru, R., 2017, Big Data Analytics - 5th International Conference, BDA 2017, Proceedings. Sureka, A., Chakravarthy, S., Reddy, P. K. & Bhalla, S. (eds.). p. 179-194 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10721 LNCS).

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

      2 Scopus citations

    • Rapid and Reusable Text Visualization and Exploration Development with DELVE.

      Harris, D. R., Kavuluru, R., Jaromczyk, J. W. & Johnson, T. R., 2017, CRI.

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

    • Supervised approaches to assign cooperative patent classification (CPC) codes to patents

      Tran, T. & Kavuluru, R., 2017, Mining Intelligence and Knowledge Exploration - 5th International Conference, MIKE 2017, Proceedings. Pal, R., Ghosh, A. & Prasath, R. (eds.). p. 22-34 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10682 LNAI).

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

      14 Scopus citations
    • 2016

      Classification of helpful comments on online suicide watch forums

      Kavuluru, R., Williams, A. G., Ramos-Morales, M., Haye, L., Holaday, T. & Cerel, J., Oct 2 2016, ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. p. 32-40 9 p. (ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

      Open Access
      33 Scopus citations

    • Exploratory analysis of marketing and non-marketing E-cigarette themes on Twitter

      Han, S. & Kavuluru, R., 2016, Social Informatics - 8th International Conference, SocInfo 2016, Proceedings. Spiro, E. & Ahn, Y.-Y. (eds.). p. 307-322 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10047 LNCS).

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

      10 Scopus citations

    • On interestingness measures for mining statistically significant and novel clinical associations from EMRs

      Abar, O., Charnigo, R. J., Rayapati, A. & Kavuluru, R., Oct 2 2016, ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. p. 587-594 8 p. (ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

      Open Access
      5 Scopus citations
    • 2015

      Analyzing the moving parts of a large-scale multi-label text classification pipeline: Experiences in indexing biomedical articles

      Rios, A. & Kavuluru, R., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Fu, W.-T., Balakrishnan, P., Harabagiu, S., Wang, F. & Srivatsava, J. (eds.). p. 1-7 7 p. 7349667. (Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015).

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

      Open Access
      6 Scopus citations

    • Convolutional neural networks for biomedical text classification: Application in indexing biomedical articles

      Rios, A. & Kavuluru, R., Sep 9 2015, BCB 2015 - 6th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. p. 258-267 10 p. (BCB 2015 - 6th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

      Open Access
      105 Scopus citations

    • On assessing the sentiment of general tweets

      Han, S. & Kavuluru, R., 2015, Advances in Artificial Intelligence - 28th Canadian Conference on Artificial Intelligence, Canadian AI 2015, Proceeding. Barbosa, D. & Milios, E. (eds.). p. 181-195 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9091).

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

      7 Scopus citations

    • Predicting treatment relations with semantic patterns over biomedical knowledge graphs

      Bakal, G. & Kavuluru, R., 2015, Mining Intelligence and Knowledge Exploration - 3rd International Conference, MIKE 2015, Proceedings. Prasath, R., Vuppala, A. K. & Kathirvalavakumar, T. (eds.). p. 586-596 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9468).

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

      6 Scopus citations
    • 2013

      A multi-label classification approach for coding cancer information service chat transcripts

      Rios, A., Vanderpool, R., Shaw, P. & Kavuluru, R., 2013, FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference. p. 338-343 6 p. (FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference).

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

    • Supervised extraction of diagnosis codes from EMRS: Role of feature selection, data selection, and probabilistic thresholding

      Rios, A. & Kavuluru, R., 2013, Proceedings - 2013 IEEE International Conference on Healthcare Informatics, ICHI 2013. p. 66-73 8 p. 6680462. (Proceedings - 2013 IEEE International Conference on Healthcare Informatics, ICHI 2013).

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

      Open Access
      14 Scopus citations

    • Unsupervised extraction of diagnosis codes from EMRs using knowledge-based and extractive text summarization techniques

      Kavuluru, R., Han, S. & Harris, D., 2013, Advances in Artificial Intelligence - 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Proceedings. p. 77-88 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7884 LNAI).

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

      Open Access
      14 Scopus citations

    • Unsupervised medical subject heading assignment using output label co-occurrence statistics and semantic predications

      Kavuluru, R. & He, Z., 2013, Natural Language Processing and Information Systems - 18th International Conference on Applications of Natural Language to Information Systems, NLDB 2013, Proceedings. p. 176-188 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7934 LNCS).

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

      Open Access
      6 Scopus citations
    • 2012

      A Knowledge-Based Approach to Syntactic Disambiguation of Biomedical Noun Compounds.

      Kavuluru, R. & Harris, D. R., 2012, COLING (Posters). p. 559-568 10 p.

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

    • An up-to-date knowledge-based literature search and exploration framework for focused bioscience domains

      Kavuluru, R., Thomas, C., Sheth, A., Chan, V., Wang, W. & Smith, A., 2012, IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium. p. 275-284 10 p. (IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium).

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

      8 Scopus citations

    • Improving Scalability and Performance of i2b2 Query Processing Using Common Table Expressions.

      Henderson, D. W., Harris, D. R., Kavuluru, R. & Johnson, T. R., 2012, AMIA.

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

    • 2011

      RASP: Efficient multidimensional range query on attack-resilient encrypted databases

      Chen, K., Kavuluru, R. & Guo, S., 2011, CODASPY'11 - Proceedings of the 1st ACM Conference on Data and Application Security and Privacy. p. 249-260 12 p. (CODASPY'11 - Proceedings of the 1st ACM Conference on Data and Application Security and Privacy).

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

      20 Scopus citations

    • Semantic predications for complex information needs in biomedical literature

      Cameron, D., Kavuluru, R., Bodenreider, O., Mendes, P. N., Sheth, A. P. & Thirunarayan, K., 2011, Proceedings - 2011 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2011. p. 512-519 8 p. 6120494. (Proceedings - 2011 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2011).

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

      Open Access
      4 Scopus citations
    • 2008

      2 n -Periodic binary sequences with fixed k-error linear complexity for k = 2 or 3

      Kavuluru, R., 2008, Sequences and Their Applications - SETA 2008 - 5th International Conference, Proceedings. p. 252-265 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5203 LNCS).

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

      7 Scopus citations

    • Counting functions for the k-error linear complexity of 2 n-periodic binary sequences

      Kavuluru, R. & Klapper, A., 2008, Selected Areas in Cryptography - 15th International Workshop, SAC 2008, Revised Selected Papers. p. 151-164 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5381 LNCS).

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

      Open Access
      1 Scopus citations
    • 2007

      On the k-operation linear complexity of periodic sequences

      Kavuluru, R. & Klapper, A., 2007, Progress in Cryptology - INDOCRYPT 2007 - 8th International Conference on Cryptology in India, Proceedings. p. 322-330 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4859 LNCS).

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

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