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  • 2023

    Machine Learning Based Prediction of Incident Cases of Crohn’s Disease Using Electronic Health Records from a Large Integrated Health System

    Hugo, J., Ibing, S., Borchert, F., Sachs, J. P., Cho, J., Ungaro, R. C. & Böttinger, E. P., 2023, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. Juarez, J. M., Marcos, M., Stiglic, G. & Tucker, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 293-302 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13897 LNAI).

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

    1 Scopus citations
  • 2021

    Radiomic texture analysis for the assessment of osteoporosis on low-dose thoracic CT scans

    Fuhrman, J. D., Kremer, L., Zhu, Y., Yip, R., Li, F., Lan, L., Li, H., Jirapatnakul, A., Henschke, C. I., Yankelevitz, D. F. & Giger, M. L., 2021, Medical Imaging 2021: Computer-Aided Diagnosis. Mazurowski, M. A. & Drukker, K. (eds.). SPIE, 1159730. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11597).

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

  • 2020

    Cascade of U-Nets in the detection and classification of coronary artery calcium in thoracic low-dose CT

    Fuhrman, J. D., Yip, R., Jirapatnakul, A. C., Henschke, C. I., Yankelevitz, D. F. & Giger, M. L., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 113140A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

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

    1 Scopus citations

  • Effect of observer variability and training cases on U-Net segmentation performance

    Fuhrman, J. D., Halloran, P., Yip, R., Jirapatnakul, A. C., Henschke, C. I., Yankelevitz, D. F. & Giger, M. L., 2020, Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 113160T. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11316).

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

    1 Scopus citations
  • 2019

    Detection and classification of coronary artery calcifications in low dose thoracic CT using deep learning

    Fuhrman, J. D., Crosby, J., Yip, R., Henschke, C. I., Yankelevitz, D. F. & Giger, M. L., 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 1095039. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

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

    3 Scopus citations
  • 2018

    Fully automated bone mineral density assessment from low-dose chest CT

    Liu, S., Gonzalez, J., Zulueta, J., De-Torres, J. P., Yankelevitz, D. F., Henschke, C. I. & Reeves, A. P., 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, 105750M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10575).

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

    3 Scopus citations

  • Fully automated gynecomastia quantification from low-dose chest CT

    Liu, S., Sonnenblick, E. B., Azour, L., Yankelevitz, D. F., Henschke, C. I. & Reeves, A. P., 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, 1057524. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10575).

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

    1 Scopus citations
  • 2017

    Fully automated breast density assessment from low-dose chest CT

    Liu, S., Margolies, L. R., Xie, Y., Yankelevitz, D. F., Henschke, C. I. & Reeves, A. P., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Petrick, N. A. & Armato, S. G. (eds.). SPIE, 101340R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10134).

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

    6 Scopus citations

  • Identification of early-stage usual interstitial pneumonia from low-dose chest CT scans using fractional high-density lung distribution

    Xie, Y., Salvatore, M., Liu, S., Jirapatnakul, A., Yankelevitz, D. F., Henschke, C. I. & Reeves, A. P., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Petrick, N. A. & Armato, S. G. (eds.). SPIE, 1013408. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10134).

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

    1 Scopus citations

  • Preconditioned random forest regression: Application to genome-wide study for radiotherapy toxicity prediction

    Lee, S., Ostrer, H., Kerns, S., Deasy, J. O., Rosenstein, B. & Oh, J. H., 20 Aug 2017, ACM-BCB 2017 - Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 593 1 p. (ACM-BCB 2017 - Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

  • 2015

    Automated measurement of pulmonary artery in low-dose non-contrast chest CT images

    Xie, Y., Liang, M., Yankelevitz, D. F., Henschke, C. I. & Reeves, A. P., 2015, Medical Imaging 2015: Computer-Aided Diagnosis. Hadjiiski, L. M. & Tourassi, G. D. (eds.). SPIE, 94141G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9414).

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

    8 Scopus citations

  • Automated segmentation of cardiac visceral fat in low-dose non-contrast chest CT images

    Xie, Y., Liang, M., Yankelevitz, D. F., Henschke, C. I. & Reeves, A. P., 2015, Medical Imaging 2015: Computer-Aided Diagnosis. Hadjiiski, L. M., Hadjiiski, L. M., Tourassi, G. D. & Tourassi, G. D. (eds.). SPIE, 94140G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9414).

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

    9 Scopus citations

  • Segmentation of the whole breast from low-dose chest CT images

    Liu, S., Salvatore, M., Yankelevitz, D. F., Henschke, C. I. & Reeves, A. P., 2015, Medical Imaging 2015: Computer-Aided Diagnosis. Hadjiiski, L. M. & Tourassi, G. D. (eds.). SPIE, 94140I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9414).

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

    8 Scopus citations
  • 2014

    Automated aortic calcification detection in low-dose chest CT images

    Xie, Y., Htwe, Y. M., Padgett, J., Henschke, C., Yankelevitz, D. & Reeves, A. P., 2014, Medical Imaging 2014: Computer-Aided Diagnosis. SPIE, 90350P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9035).

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

    8 Scopus citations

  • Automated coronary artery calcification detection on low-dose chest CT images

    Xie, Y., Cham, M. D., Henschke, C., Yankelevitz, D. & Reeves, A. P., 2014, Medical Imaging 2014: Computer-Aided Diagnosis. SPIE, 90350F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9035).

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

    21 Scopus citations
  • 2012

    Heart region segmentation from low-dose CT scans: An anatomy based approach

    Reeves, A. P., Biancardi, A. M., Yankelevitz, D. F., Cham, M. D. & Henschke, C. I., 2012, Medical Imaging 2012: Image Processing. 83142A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8314).

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

    8 Scopus citations