Claudia Henschke

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Claudia Henschke

MD

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1979 …2025

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  • 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
  • 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
  • 2010

    Automated quantification of pulmonary emphysema from computed tomography scans: Comparison of variation and correlation of common measures in a large cohort

    Keller, B. M., Reeves, A. P., Yankelevitz, D. F. & Henschke, C. I., 2010, Medical Imaging 2010: Computer-Aided Diagnosis. Summers, R. M. & Karssemeijer, N. (eds.). SPIE, 76241Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7624).

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

  • Standard moments based vessel bifurcation filter for computer-aided detection of pulmonary nodules

    Fotin, S. V., Reeves, A. P., Biancardi, A. M., Yankelevitz, D. F. & Henschke, C. I., 2010, Medical Imaging 2010: Computer-Aided Diagnosis. Summers, R. M. & Karssemeijer, N. (eds.). SPIE, 762413. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7624).

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

    4 Scopus citations

  • Variation compensation and analysis on diaphragm curvature analysis for emphysema quantification on whole lung CT scans

    Keller, B. M., Reeves, A. P., Barr, R. G., Yankelevitz, D. F. & Henschke, C. I., 2010, Medical Imaging 2010: Computer-Aided Diagnosis. Summers, R. M. & Karssemeijer, N. (eds.). SPIE, 762432. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7624).

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

  • 2009

    A multiscale Laplacian of Gaussian filtering approach to automated pulmonary nodule detection from whole-lung low-dose CT scans

    Fotin, S. V., Reeves, A. P., Biancardi, A. M., Yankelevitz, D. F. & Henschke, C. I., 2009, Medical Imaging 2009: Computer-Aided Diagnosis. 72601Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7260).

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

    21 Scopus citations

  • Automated nodule location and size estimation using a multi-scale laplacian of Gaussian filtering approach

    Jirapatnakul, A. C., Fotin, S. V., Reeves, A. P., Biancardi, A. M., Yankelevitz, D. F. & Henschke, C. I., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. IEEE Computer Society, p. 1028-1031 4 p. 5334683. (Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009).

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

    Open Access
    16 Scopus citations

  • Bronchial segment matching in low-dose lung CT scan pairs

    Lee, J., Reeves, A. P., Yankelevitz, D. F. & Henschke, C. I., 2009, Medical Imaging 2009: Computer-Aided Diagnosis. 72600A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7260).

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

    3 Scopus citations

  • Emphysema quantification from CT scans using novel application of diaphragm curvature estimation: Comparison with standard quantification methods and pulmonary function data

    Keller, B. M., Reeves, A. P., Yankelevitz, D. F., Henschke, C. I. & Barr, R. G., 2009, Medical Imaging 2009: Computer-Aided Diagnosis. 726032. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7260).

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

    1 Scopus citations

  • Estimation of anatomical locations using standard frame of reference in chest CT scans

    Lee, J., Biancardi, A. M., Reeves, A. P., Yankelevitz, D. F. & Henschke, C. I., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. IEEE Computer Society, p. 5809-5812 4 p. 5335184. (Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009).

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

    3 Scopus citations

  • Identification of asymmetric pulmonary nodule growth using a moment-based algorithm

    Jirapatnakul, A. C., Reeves, A. P., Biancardi, A. M., Yankelevitz, D. F. & Hensehke, C. I., 2009, Medical Imaging 2009: Computer-Aided Diagnosis. 72602W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7260).

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

    2 Scopus citations

  • Improved precision of repeat image change measurement of pulmonary nodules using moment-based z-compensation on a zero-change dataset

    Jirapatnakul, A. C., Reeves, A. P., Biancardi, A. M., Yankelevitz, D. F. & Henschke, C. I., 2009, Medical Imaging 2009: Computer-Aided Diagnosis. 72601P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7260).

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

    1 Scopus citations

  • Quantitative assessment of emphysema from whole lung CT scans: Comparison with visual grading

    Keller, B. M., Reeves, A. P., Apanasovich, T. V., Wang, J., Yankelevitz, D. F. & Henschke, C. I., 2009, Medical Imaging 2009: Computer-Aided Diagnosis. 726008. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7260).

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

    Open Access
    4 Scopus citations

  • Semi-automated measurement of pulmonary nodule growth without explicit segmentation

    Jirapatnakul, A. C., Reeves, A. P., Biancardi, A. M., Yankelevitz, D. F. & Henschke, C. I., 2009, Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. p. 855-858 4 p. 5193187. (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009).

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

    7 Scopus citations
  • 2008

    Characterization of pulmonary nodules: Effects of size and feature type on reported performance

    Jirapatnakul, A. C., Reeves, A. P., Apanasovich, T. V., Biancardi, A. M., Yankelevitz, D. F. & Henschke, C. I., 2008, Medical Imaging 2008 - Computer-Aided Diagnosis. 69151E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6915).

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

    6 Scopus citations

  • Comparison of computer versus manual determination of pulmonary nodule volumes in CT scans

    Biancardi, A. M., Reeves, A. P., Jirapatnakul, A. C., Apanasovitch, T., Yankelevitz, D. & Henschke, C. I., 2008, Medical Imaging 2008 - Computer-Aided Diagnosis. 691510. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6915).

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

    2 Scopus citations

  • Performance assessment of multi-frequency processing of ICU chest images for enhanced visualization of tubes and catheters

    Wang, X., Couwenhoven, M. E., Foos, D. H., Doran, J., Yankelevitz, D. F. & Henschke, C. I., 2008, Medical Imaging 2008 - Image Perception, Observer Performance, and Technology Assessment. 691719. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6917).

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

  • The impact of pulmonary nodule size estimation accuracy on the measured performance of automated nodule detection systems

    Fotin, S. V., Reeves, A. P., Yankelevitz, D. F. & Henschke, C. I., 2008, Medical Imaging 2008 - Computer-Aided Diagnosis. 69151G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6915).

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

    5 Scopus citations

  • Variation of quantitative emphysema measurements from CT scans

    Keller, B. M., Reeves, A. P., Henschke, C. I., Barr, R. G. & Yankelevitz, D. F., 2008, Medical Imaging 2008 - Computer-Aided Diagnosis. 69152I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6915).

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

    6 Scopus citations
  • 2007

    Automated volumetric segmentation method for growth consistency of nonsolid pulmonary nodules in high-resolution

    Browder, W. A., Reeves, A. P., Apananosovich, T. V., Cham, M. D., Yankelevitz, D. F. & Henschke, C. I., 2007, Medical Imaging 2007: Computer-Aided Diagnosis. PART 1 ed. 65140Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6514, no. PART 1).

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

    9 Scopus citations

  • Characterization of solid pulmonary nodules using three-dimensional features

    Jirapatnakul, A. C., Reeves, A. P., Apanasovich, T. V., Cham, M. D., Yankelevitz, D. F. & Henschke, C. I., 2007, Medical Imaging 2007: Computer-Aided Diagnosis. PART 2 ed. 65143E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6514, no. PART 2).

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

    7 Scopus citations

  • Prediction of tumor volumes using an exponential model

    Jirapatnakul, A. C., Reeves, A. P., Apanasovich, T. V., Cham, M. D., Yankelevitz, D. F. & Henschke, C. I., 2007, Medical Imaging 2007: Computer-Aided Diagnosis. PART 2 ed. 65143A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6514, no. PART 2).

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

  • Pulmonary nodule classification: Size distribution issues

    Jirapatnakul, A. C., Reeves, A. P., Apanasovich, T. V., Biancardi, A. M., Yankelevitz, D. F. & Henschke, C. I., 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings. p. 1248-1251 4 p. 4193519. (2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings).

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

    8 Scopus citations

  • Segmentation of coronary arteries from CT angiography images

    Fotin, S. V., Reeves, A. P., Cham, M. D., Henschke, C. I. & Yankelevitz, D. F., 2007, Medical Imaging 2007: Computer-Aided Diagnosis. PART 1 ed. 651418. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6514, no. PART 1).

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

    2 Scopus citations

  • Semi-automated location identification of catheters in digital chest radiographs

    Keller, B. M., Reeves, A. P., Cham, M. D., Henschke, C. I. & Yankelevitz, D. F., 2007, Medical Imaging 2007: Computer-Aided Diagnosis. PART 1 ed. 65141O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6514, no. PART 1).

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

    17 Scopus citations

  • The Lung Image Database Consortium (LIDC): Pulmonary nodule measurements, the variation and the difference between different size metrics

    Reeves, A. P., Biancardi, A. M., Apanasovich, T. V., Meyer, C. R., MacMahon, H., Van Beek, E. J. R., Kazerooni, E. A., Yankelevitz, D., McNitt-Gray, M. F., McLennan, G., Armato, S. G., Aberle, D. R., Henschke, C. I., Hoffman, E. A., Croft, B. Y. & Clarke, L. P., 2007, Medical Imaging 2007: Computer-Aided Diagnosis. PART 1 ed. 65140J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6514, no. PART 1).

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

    5 Scopus citations

  • The Lung Image Database Consortium (LIDC): A quality assurance model for the collection of expert-defined "truth" in lung-nodule-based image analysis studies

    Armato, S. G., Roberts, R. Y., McLennan, G., McNitt-Gray, M. F., Yankelevitz, D., Kazerooni, E. A., Van Beek, E. J. R., MacMahon, H., Aberle, D. R., Meyer, C. R., Reeves, A. P., Henschke, C. I., Hoffman, E. A., Croft, B. Y. & Clarke, L. P., 2007, Medical Imaging 2007: Computer-Aided Diagnosis. PART 2 ed. 651429. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6514, no. PART 2).

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

    3 Scopus citations
  • 1995

    S-MODALS neural network query of medical and forensic imagery databases

    Rainey, T. G., Brettle, D. W., Lavin, A., Weingard, F., Henschke, C., Yankelevitz, D., Mateescu, I., Uvanni, L. A., Sibert, R. W. & Birnbaum, E., 1995, Proceedings of SPIE - The International Society for Optical Engineering. Costianes, P. J. (ed.). p. 51-61 11 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2368).

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