Abel N Kho

  • 3901 Citations
20052020

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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., Jan 1 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 proceedingConference contribution

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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

8 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., Jan 1 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. 1019-1023 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Surveying a new multi-institution clinical data research network

Rosenman, M., Madden, M., Oh, E., Goel, S. & Kho, A., Jan 1 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 proceedingConference contribution

2015

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 proceedingConference contribution

3 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 proceedingConference contribution

76 Scopus citations
2014

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., Jan 1 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 proceedingConference contribution

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 proceedingConference 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 proceedingConference contribution

5 Scopus citations