Neurofibromatosis (NF) Center

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  • 2023

    Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation

    Xue, B., Said, A. S., Xu, Z., Liu, H., Shah, N., Yang, H., Payne, P. & Lu, C., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5360-5371 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

    3 Scopus citations

  • Investigating the Impact of Temporal Labeling of Emergency Department Visits for COVID-19: Comparing Healthcare Disparities Analyses Using Comprehensive, Single-Site Data with National COVID Cohort Collaborative (N3C) Data

    Jones, M., Winger, A., Wernz, C., Michel, J., Jiang, S., Zhou, A., Hilton, E. J., Zemmel, M., Sengupta, S., Barnes, K., Loomba, J., Brown, D. E., Wilcox, A. B., Lee, A. M., Graves, A., Anzalone, A., Manna, A., Saha, A., Olex, A. & Williams, A. E. & 116 others, Southerland, A., Girvin, A. T., Walden, A., Sharathkumar, A. A., Amor, B., Bates, B., Hendricks, B., Patel, B., Alexander, C., Bramante, C., Ward-Caviness, C., Madlock-Brown, C., Suver, C., Chute, C., Dillon, C., Wu, C., Schmitt, C., Takemoto, C., Housman, D., Gabriel, D., Eichmann, D. A., Mazzotti, D., Boudreau, E., Hill, E., Zampino, E., Marti, E. C., Pfaff, E. R., French, E., Koraishy, F. M., Mariona, F., Prior, F., Sokos, G., Martin, G., Lehmann, H., Spratt, H., Mehta, H., Liu, H., Sidky, H., Awori Hayanga, J. W., Pincavitch, J., Clark, J., Richard Harper, J., Islam, J., Ge, J., Gagnier, J., Saltz, J. H., Buse, J., Mathew, J., Rutter, J. L., McMurry, J. A., Guinney, J., Starren, J., Crowley, K., Bradwell, K. R., Walters, K. M., Wilkins, K., Gersing, K. R., Cato, K. D., Murray, K., Kostka, K., Northington, L., Pyles, L. A., Misquitta, L., Cottrell, L., Portilla, L., Deacy, M., Bissell, M. M., Clark, M., Emmett, M., Saltz, M. M., Palchuk, M. B., Haendel, M. A., Adams, M., Temple-O'Connor, M., Kurilla, M. G., Morris, M., Qureshi, N., Safdar, N., Garbarini, N., Sharafeldin, N., Sadan, O., Francis, P. A., Burgoon, P. W., Robinson, P., Payne, P. R. O., Fuentes, R., Jawa, R., Erwin-Cohen, R., Patel, R., Moffitt, R. A., Zhu, R. L., Kamaleswaran, R., Hurley, R., Miller, R. T., Pyarajan, S., Michael, S. G., Bozzette, S., Mallipattu, S., Vedula, S., Chapman, S., O'Neil, S. T., Setoguchi, S., Hong, S. S., Johnson, S., Bennett, T. D., Callahan, T., Topaloglu, U., Sheikh, U., Gordon, V., Subbian, V., Kibbe, W. A., Hernandez, W., Beasley, W., Cooper, W., Hillegass, W. & Zhang, X. T., 2023, 2023 Systems and Information Engineering Design Symposium, SIEDS 2023. Institute of Electrical and Electronics Engineers Inc., p. 297-302 6 p. (2023 Systems and Information Engineering Design Symposium, SIEDS 2023).

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

    Open Access

  • Normative Modeling using Multimodal Variational Autoencoders to Identify Abnormal Brain Volume Deviations in Alzheimer's Disease

    Kumar, S., Payne, P. R. O. & Sotiras, A., 2023, Medical Imaging 2023: Computer-Aided Diagnosis. Iftekharuddin, K. M. & Chen, W. (eds.). SPIE, 1246503. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12465).

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

    Open Access
    2 Scopus citations
  • 2022

    Self-explaining neural network with concept-based explanations for ICU mortality prediction

    Kumar, S., Yu, S. C., Kannampallil, T., Abrams, Z., Michelson, A. & Payne, P. R. O., Aug 7 2022, Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022. Association for Computing Machinery, Inc, 8. (Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022).

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

    Open Access
    4 Scopus citations
  • 2021

    Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular Disease

    Poulain, R., Gupta, M., Foraker, R. & Beheshti, 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.). Institute of Electrical and Electronics Engineers Inc., p. 726-731 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

    7 Scopus citations
  • 2017

    Identifying Disruptions in Intrinsic Brain Dynamics due to Severe Brain Injury

    Khanmohammadi, S., Kummer, T. T. & Ching, S., Jul 2 2017, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 344-348 5 p. 8335197. (Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017; vol. 2017-October).

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

    Open Access
  • 2015

    A Metadata based Knowledge Discovery Methodology for Seeding Translational Research

    Kothari, C. R. & Payne, P. R. O., 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. 1071 1 p. (Studies in Health Technology and Informatics; vol. 216).

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

    1 Scopus citations

  • Conceptual Knowledge Discovery in Databases for Drug Combinations Predictions in Malignant Melanoma

    Regan, K., Raje, S., Saravanamuthu, C. & Payne, P. R. O., 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. 663-667 5 p. (Studies in Health Technology and Informatics; vol. 216).

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

    3 Scopus citations

  • Domain Analysis of Integrated Data to Reduce Cost Associated with Liver Disease

    Motiwala, T., Kite, B., Regan, K., Gascon, G. M. & Payne, P. R. O., 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. 414-418 5 p. (Studies in Health Technology and Informatics; vol. 216).

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

  • Real-time Data Fusion Platforms: The Need of Multi-dimensional Data-driven Research in Biomedical Informatics

    Raje, S., Kite, B., Ramanathan, J. & Payne, P., 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. 1107 1 p. (Studies in Health Technology and Informatics; vol. 216).

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

    1 Scopus citations

  • Text Mining and Data Modeling of Karyotypes to aid in Drug Repurposing Efforts

    Abrams, Z. B., Peabody, A. L., Heerema, N. A. & Payne, P. R. O., 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. 1037 1 p. (Studies in Health Technology and Informatics; vol. 216).

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

    4 Scopus citations
  • 2014

    Towards symbiosis in knowledge representation and natural language processing for structuring clinical practice guidelines

    Weng, C., Payne, P. R. O., Velez, M., Johnson, S. B. & Bakken, S., 2014, Nursing Informatics 2014: East Meets West eSMART+ - Proceedings of the 12th International Congress on Nursing Informatics, NI 2014. IOS Press, p. 461-469 9 p. (Studies in Health Technology and Informatics; vol. 201).

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

    3 Scopus citations
  • 2013

    Integrating population- and patient-level data for secondary use of electronic health records to study overweight and obesity

    Roth, C., Shivade, C. P., Foraker, R. E. & Embi, P. J., 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. IOS Press, p. 1100 1 p. (Studies in Health Technology and Informatics; vol. 192, no. 1-2).

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

    6 Scopus citations
  • 2009

    Amyloid-β dynamics correlate with neurological status in the injured human brain

    Brody, D. L., Magnoni, S., Schwetye, K. E., Spinner, M., Esparza, T. J., Stocchetti, N., Zipfel, G. J. & Holtzman, D. M., 2009, 3rd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2009. 5162305. (3rd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2009).

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

  • Clinical attribute network for chronic lymphocytic leukemia

    Kundu, A., Ozer, H. G., Borlawsky, T., Circle, K. C., Huang, K. & Payne, P., 2009, 2009 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2009. p. 279-282 4 p. 5341786. (2009 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2009).

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

    1 Scopus citations
  • 2008

    A roadmap for caGrid, an enterprise Grid architecture for biomedical research

    Saltz, J., Hastings, S., Langella, S., Oster, S., Kurc, T., Payne, P., Ferreira, R., Plale, B., Goble, C., Ervin, D., Sharma, A., Pan, T., Permar, J., Brezany, P., Siebenlist, F., Madduri, R., Foster, I., Shanbhag, K., Mead, C. & Hong, N. C., 2008, Global Healthgrid: E-Science Meets Biomedical Informatics - Proceedings of HealthGrid 2008. IOS Press, p. 224-237 14 p. (Studies in Health Technology and Informatics; vol. 138).

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

    7 Scopus citations
  • 2007

    A day in the life of a clinical research coordinator: Observations from community practice settings

    Khan, S. A., Kukafka, R., Payne, P. R. O., Bigger, J. T. & Johnson, S. B., Jan 1 2007, MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics: Building Sustainable Health Systems. IOS Press, p. 247-251 5 p. (Studies in Health Technology and Informatics; vol. 129).

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

    12 Scopus citations
  • 2006

    Presentation Discovery: Building a better icon

    Payne, P. R. O. & Starren, J., 2006, CHI'06 Extended Abstracts on Human Factors in Computing Systems, CHI EA'06. p. 1223-1228 6 p. (Conference on Human Factors in Computing Systems - Proceedings).

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

    5 Scopus citations
  • 1990

    Diffusion imaging with single shot MRI

    Rosen, B. R., McKinstry, R. M., Weisskoff, R. M., Cohen, M. S., Kwong, K. K., Rzedzian, R. & Brady, T. J., Dec 1 1990, Biomedical Engineering Perspectives: Health Care Technologies for the 1990's and Beyond. pt 1 ed. Publ by IEEE, 1 p. (Proceedings of the Annual Conference on Engineering in Medicine and Biology; no. pt 1).

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