Medicine, General Medicine Division

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  • 2023

    AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment

    Wu, Z., Xiao, C., Glass, L. M., Liebovitz, D. M. & Sun, J., 2023, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 505-520 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13714 LNAI).

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

    3 Scopus citations

  • How to Cover up Anomalous Accesses to Electronic Health Records

    Xu, X., Hao, Q., Yang, Z., Li, B., Liebovitz, D., Wang, G. & Gunter, C. A., 2023, 32nd USENIX Security Symposium, USENIX Security 2023. USENIX Association, p. 229-246 18 p. (32nd USENIX Security Symposium, USENIX Security 2023; vol. 1).

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

    1 Scopus citations
  • 2021

    Change Point Analysis and Clustering Examined Through Chicago Crime During COIVD-19

    Whalen, M., Papachristos, A., Feinglass, J. & Samia, N. I., 2021, 3rd International Conference on Statistics: Theory and Applications, ICSTA 2021. Ladde, G. S. & Samia, N. (eds.). Avestia Publishing, 137. (Proceedings of the International Conference on Statistics).

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

    Open Access
  • 2020

    Privacy-Preserving Record Linkage to Identify Fragmented Electronic Medical Records in the All of Us Research Program

    Kho, A. N., Yu, J., Bryan, M. S., Gladfelter, C., Gordon, H. S., Grannis, S., Madden, M., Mendonca, E., Mitrovic, V., Shah, R., Tachinardi, U. & Taylor, B., 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 79-87 9 p. (Communications in Computer and Information Science; vol. 1168 CCIS).

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

    6 Scopus citations
  • 2019

    Assessing the concordance of clinical classification criteria for lupus between electronic health records and a physician curated registry

    Walunas, T. L., Ghosh, A. S., Pacheco, J. A., Jackson, K. L., Chung, A. H., Erickson, D. L., Mancera-Cuevas, K., Ramsey-Goldman, R. & Kho, A. N., 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. 1466-1467 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

  • CP tensor decomposition with cannot-link intermode constraints

    Henderson, J., Malin, B. A., Denny, J. C., Kho, A. N., Sun, J., Ghosh, J. & Ho, J. C., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 711-719 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

    Open Access
    2 Scopus citations

  • Effects upon postoperative atrial fibrillation prediction of varied observation time windows

    Deng, Y., Yu, K., Johnson, E. M. I., Melnick, D. S., Sandhu, S. S., Etemadi, M. & Kho, A. N., Jun 2019, 2019 IEEE International Conference on Healthcare Informatics, ICHI 2019. Institute of Electrical and Electronics Engineers Inc., 8904522. (2019 IEEE International Conference on Healthcare Informatics, ICHI 2019).

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

  • Incorporating intra-operative medication information for prediction of post-operative atrial fibrillation

    Johnson, E. M. I., Yu, J., Deng, Y., Melnick, D. S., Sandhu, S. S., Ghamsari, F., Etemadi, M. & Kho, A. N., Jun 2019, 2019 IEEE International Conference on Healthcare Informatics, ICHI 2019. Institute of Electrical and Electronics Engineers Inc., 8904493. (2019 IEEE International Conference on Healthcare Informatics, ICHI 2019).

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

  • Obstetric patients with repetitious hospital location transfers have prolonged stays

    Gao, C., Kho, A. N., Osmundson, S., Malin, B. A. & Chen, Y., Jun 2019, 2019 IEEE International Conference on Healthcare Informatics, ICHI 2019. Institute of Electrical and Electronics Engineers Inc., 8904557. (2019 IEEE International Conference on Healthcare Informatics, ICHI 2019).

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

  • 2018

    Mining the best observational window to model social phenomena

    Yan, C., Yin, Z., Xiang, S., Chen, Y., Vorobeychik, Y., Fabbri, D., Kho, A., Liebovitz, D. & Malin, B., Nov 15 2018, Proceedings - 4th IEEE International Conference on Collaboration and Internet Computing, CIC 2018. Institute of Electrical and Electronics Engineers Inc., p. 46-55 10 p. 8537816. (Proceedings - 4th IEEE International Conference on Collaboration and Internet Computing, CIC 2018).

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

  • 2017

    Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping

    Henderson, J., Ho, J. C., Kho, A. N., Denny, J. C., Malin, B. A., Sun, J. & Ghosh, J., 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.). Institute of Electrical and Electronics Engineers Inc., p. 214-223 10 p. 8031150. (Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017).

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

    23 Scopus citations

  • Predicting Length of Stay for Obstetric Patients via Electronic Medical Records

    Gao, C., Kho, A. N., Ivory, C., Osmundson, S., Malin, B. A. & Chen, Y., 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. 1019-1023 5 p. (Studies in Health Technology and Informatics; vol. 245).

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

    8 Scopus citations

  • Surveying a new multi-institution clinical data research network

    Rosenman, M., Madden, M., Oh, E., Goel, S. & Kho, A., 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. 935-939 5 p. (Studies in Health Technology and Informatics; vol. 245).

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

  • 2015

    A clinical residency in sausage making: The user experience of embedding healthcare providers on product development project teams

    Rakauskas, M., Johnson, K., Cozmi, E., Fairbanks, T., Rees, T., Townshend, M. & Wolf, M., 2015, 2015 International Annual Meeting of the Human Factors and Ergonomics Society, HFES 2015. Human Factors and Ergonomics Society Inc., p. 458-459 2 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 2015-January).

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

  • A Standards-based Semantic Metadata Repository to Support EHR-driven Phenotype Authoring and Execution

    Jiang, G., Solbrig, H. R., Kiefer, R., Rasmussen, L. V., Mo, H., Speltz, P., Thompson, W. K., Denny, J. C., Chute, C. G. & Pathak, J., 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. 1098 1 p. (Studies in Health Technology and Informatics; vol. 216).

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

    6 Scopus citations

  • Discovering de facto diagnosis specialties

    Lu, X., Zhang, A., Gunter, C. A., Fabbri, D., Liebovitz, D. & Malin, B., Sep 9 2015, BCB 2015 - 6th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 7-16 10 p. (BCB 2015 - 6th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

    2 Scopus citations

  • Patient-Centered Outcomes Research in Practice: The CAPriCORN Infrastructure

    Solomonides, A., Goel, S., Hynes, D., Silverstein, J. C., Hota, B., Trick, W., Angulo, F., Price, R., Sadhu, E., Zelisko, S., Fischer, J., Furner, B., Hamilton, A., Phua, J., Brown, W., Hohmann, S. F., Meltzer, D., Tarlov, E., Weaver, F. M. & Zhang, H. & 2 others, Concannon, T. & Kho, A., 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. 584-588 5 p. (Studies in Health Technology and Informatics; vol. 216).

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

    5 Scopus citations

  • Rubik: Knowledge guided tensor factorization and completion for health data analytics

    Wang, Y., Chen, R., Ghosh, J., Denny, J. C., Kho, A., Chen, Y., Malin, B. A. & Sun, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1265-1274 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

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

    Open Access
    130 Scopus citations
  • 2014

    Continuous, real-time, tele-monitoring of patients with chronic heart-failure

    Aranki, D., Kurillo, G., Yan, P., Liebovitz, D. M. & Bajcsy, R., Nov 21 2014, BODYNETS 2014 - 9th International Conference on Body Area Networks. Fortino, G., Suzuki, J., Andreopoulos, Y., Yuce, M., Hao, Y. & Gravina, R. (eds.). ICST, p. 135-141 7 p. (BODYNETS 2014 - 9th International Conference on Body Area Networks).

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

    12 Scopus citations

  • Decide now or decide later? Quantifying the tradeoff between prospective and retrospective access decisions

    Zhang, W., Chen, Y., Cybulski, T. R., Fabbri, D., Gunter, C. A., Lawlor, P., Liebovitz, D. & Malin, B., Nov 3 2014, CCS 2014 - Proceedings of the 21st ACM Conference on Computer and Communications Security. November ed. Association for Computing Machinery, p. 1182-1192 11 p. (Proceedings of the ACM Conference on Computer and Communications Security; vol. 2014-November, no. November).

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

  • Decide now or decide later? Quantifying the tradeoff between prospective and retrospective access decisions

    Zhang, W., Chen, Y., Cybulski, T. R., Fabbri, D., Gunter, C. A., Lawlor, P., Liebovitz, D. & Malin, B., Nov 3 2014, Proceedings of the ACM Conference on Computer and Communications Security. Association for Computing Machinery, p. 1182-1192 11 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

    5 Scopus citations

  • Replication of SCN5A associations with electrocardiographic traits in African Americans from clinical and epidemiologic studies

    Jeff, J. M., Brown-Gentry, K., Goodloe, R., Ritchie, M. D., Denny, J. C., Kho, A. N., Armstrong, L. L., McClellan, B., Mayo, P., Allen, M., Jin, H., Gillani, N. B., Schnetz-Boutaud, N., Dilks, H. H., Basford, M. A., Pacheco, J. A., Jarvik, G. P., Chisholm, R. L., Roden, D. M. & Geoffrey Haye, M. & 1 others, Crawford, D. C., 2014, Applications of Evolutionary Computation - 17th European Conference, EvoApplications 2014, Revised Selected Papers. Esparcia-Alcázar, A. I. (ed.). Springer Verlag, p. 939-951 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8602).

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

    Open Access
  • 2013

    Automatic detection of drug interaction mismatches in package inserts

    Rastegar-Mojarad, M., Harrington, B. & Belknap, S. M., 2013, Proceedings of the 2013 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2013. p. 373-377 5 p. 6637200. (Proceedings of the 2013 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2013).

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

    1 Scopus citations

  • Evolving role definitions through permission invocation patterns

    Zhang, W., Chen, Y., Gunter, C. A., Liebovitz, D. & Malin, B., 2013, SACMAT 2013 - Proceedings of the 18th ACM Symposium on Access Control Models and Technologies. p. 37-47 11 p. (Proceedings of ACM Symposium on Access Control Models and Technologies, SACMAT).

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

    24 Scopus citations

  • Modeling and detecting anomalous topic access

    Gupta, S., Hanson, C., Gunter, C. A., Frank, M., Liebovitz, D. & Malin, B., 2013, IEEE ISI 2013 - 2013 IEEE International Conference on Intelligence and Security Informatics: Big Data, Emergent Threats, and Decision-Making in Security Informatics. p. 100-105 6 p. 6578795. (IEEE ISI 2013 - 2013 IEEE International Conference on Intelligence and Security Informatics: Big Data, Emergent Threats, and Decision-Making in Security Informatics).

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

    17 Scopus citations
  • 2011

    Medtable™: An EMR-based tool to support collaborative planning for medication use

    Liao, V., Chin, C. L., McKeever, S., Kopren, K., Morrow, D., Davis, K., Wilson, E. A. H., Kaiser, D., Wolf, M., Conner-Garcia, T. & Graumlich, J., 2011, Proceedings of the Human Factors and Ergonomics Society 55th Annual Meeting, HFES 2011. p. 670-674 5 p. (Proceedings of the Human Factors and Ergonomics Society).

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

    4 Scopus citations
  • 2010

    Electronic health records: Physician's perspective on usability

    Schumacher, R. M., Berkowitz, L., Abramson, P. & Liebovitz, D., 2010, 54th Human Factors and Ergonomics Society Annual Meeting 2010, HFES 2010. Human Factors and Ergonomics Society Inc., p. 816-820 5 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 2).

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

    8 Scopus citations

  • Signaling games with partially observable actions as a model of conversational grounding

    Thompson, W. K. & Kaufmann, S., Dec 1 2010, Interactive Decision Theory and Game Theory - Papers from the 2010 AAAI Workshop, Technical Report. Vol. WS-10-03. p. 50-57 8 p.

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

    1 Scopus citations
  • 2008

    Modeling situated conversational agents as partially observable markov decision processes

    Thompson, W. & Gergle, D., 2008, Proceedings of the 13th International Conference on Intelligent User Interfaces 2008, IUI'08. p. 401-404 4 p. 1378840. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

    2 Scopus citations
  • 2007

    Connecting the dots: Creation of an electronic regional infection control network

    Kho, A. N., Dexter, P., Lemmon, L., Carey, D., Woodward-Hagg, H., Hare, S. & Doebbeling, B., Dec 1 2007, MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics: Building Sustainable Health Systems. Vol. 129. p. 213-217 5 p.

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

  • Connecting the dots: Creation of an electronic regional infection control network

    Kho, A. N., Dexter, P., Lemmon, L., Carey, D., Woodward-Hagg, H., Hare, S. & Doebbeling, B., Jan 1 2007, MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics: Building Sustainable Health Systems. IOS Press, p. 213-217 5 p. (Studies in Health Technology and Informatics; vol. 129).

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

    5 Scopus citations

  • Situated conversational agents

    Thompson, W., 2007, AAAI-07/IAAI-07 Proceedings: 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference. p. 1908-1909 2 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

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

    1 Scopus citations

  • Supporting multiple user types with a multimodal dialog agent

    Groble, M. & Thompson, W., 2007, Proceedings - 2007 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT Workshops 2007. p. 329-332 4 p. 4427600. (Proceedings - 2007 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT Workshops 2007).

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

  • 2001

    CHESS: Ten years of research and development in consumer health informatics for broad populations, including the underserved

    Gustafson, D. H., Hawkins, R. P., Boberg, E. W., McTavish, F., Owens, B., Wise, M., Berhe, H. & Pingree, S., Jan 1 2001, MEDINFO 2001 - Proceedings of the 10th World Congress on Medical Informatics. IOS Press, p. 1459-1463 5 p. (Studies in Health Technology and Informatics; vol. 84).

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

    12 Scopus citations

  • Comparison of time spent writing orders on paper with computerized physician order entry

    Shu, K., Boyle, D., Spurr, C., Horsky, J., Heiman, H., O'Connor, P., Lepore, J. & Bates, D. W., Jan 1 2001, MEDINFO 2001 - Proceedings of the 10th World Congress on Medical Informatics. IOS Press, p. 1207-1211 5 p. (Studies in Health Technology and Informatics; vol. 84).

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

    90 Scopus citations
  • 1989

    Federal requirements for storm water management programs

    Gallup, J. D. & Weiss, K., 1989, Proc Eng Found Conf Curr Pract Des Criter Urban Qual Control. Publ by ASCE, p. 100-108 9 p. (Proc Eng Found Conf Curr Pract Des Criter Urban Qual Control).

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

  • Spectrum of heart rate variability

    VanHoogenhuyze, D., Martin, G., Weiss, J., Schaad, J. & Singer, D., Sep 1 1989, Computers in Cardiology. Publ by IEEE, 1 p.

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

    10 Scopus citations
  • 1987

    HEART RATE VARIABILITY IN SUDDEN CARDIAC DEATH.

    Myers, G., Magid, N., Martin, G., Weiss, J., Kehoe, R., Zheutlin, T., Lesch, M. & Singer, D., Dec 1 1987, Computers in Cardiology. IEEE, p. 29-33 5 p.

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

    3 Scopus citations