Diagnostic Radiology

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  • 2020

    Learning semantics-enriched representation via self-discovery, self-classification, and self-restoration

    Haghighi, F., Hosseinzadeh Taher, M. R., Zhou, Z., Gotway, M. B. & Liang, J., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 137-147 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12261 LNCS).

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

    2 Scopus citations
  • Parts2Whole: Self-supervised Contrastive Learning via Reconstruction

    Feng, R., Zhou, Z., Gotway, M. B. & Liang, J., 2020, Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning - 2nd MICCAI Workshop, DART 2020, and 1st MICCAI Workshop, DCL 2020, Held in Conjunction with MICCAI 2020, Proceedings. Albarqouni, S., Bakas, S., Kamnitsas, K., Cardoso, M. J., Landman, B., Li, W., Milletari, F., Rieke, N., Roth, H., Xu, D. & Xu, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 85-95 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12444 LNCS).

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

    1 Scopus citations
  • 2019

    Deep residual dense U-Net for resolution enhancement in accelerated MRI acquisition

    Ding, P. L. K., Li, Z., Zhou, Y. & Li, B., 2019, Medical Imaging 2019: Image Processing. Angelini, E. D., Angelini, E. D., Angelini, E. D. & Landman, B. A. (eds.). SPIE, 109490F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

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

    2 Scopus citations
  • Learning fixed points in generative adversarial networks: From image-to-image translation to disease detection and localization

    Siddiquee, M. M. R., Zhou, Z., Tajbakhsh, N., Feng, R., Gotway, M., Bengio, Y. & Liang, J., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 191-200 10 p. 9008137. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

    14 Scopus citations
  • Models genesis: generic autodidactic models for 3d medical image analysis

    Zhou, Z., Sodha, V., Rahman Siddiquee, M. M., Feng, R., Tajbakhsh, N., Gotway, M. B. & Liang, J., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 384-393 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

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

    43 Scopus citations
  • 2018

    Computer-aided classification of breast masses using contrast-enhanced digital mammograms

    Danala, G., Aghaei, F., Heidari, M., Wu, T., Patel, B. & Zheng, B., Jan 1 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, Vol. 10575. 105752K

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

    7 Scopus citations
  • 2017

    Fine-tuning convolutional neural networks for biomedical image analysis: Actively and incrementally

    Zhou, Z., Shin, J., Zhang, L., Gurudu, S., Gotway, M. & Liang, J., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 4761-4772 12 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

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

    166 Scopus citations
  • 2015

    Advanced image reconstruction strategies for 4D prostate DCE-MRI: Steps toward clinical practicality

    Stinson, E. G., Borisch, E. A., Froemming, A. T., Kawashima, A., Young, P. M., Warndahl, B. A., Grimm, R. C., Manduca, A., Riederer, S. J. & Trazasko, J. D., 2015, Proceedings of SPIE - The International Society for Optical Engineering. SPIE, Vol. 9597. 959704

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

  • Computer-aided pulmonary embolism detection using a novel vessel-aligned multi-planar image representation and convolutional neural networks

    Tajbakhsh, N., Gotway, M. & Liang, J., 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference, Proceedings. Springer Verlag, Vol. 9350. p. 62-69 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9350).

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

    43 Scopus citations
  • 2013

    Parallel multi-material decomposition of dual-energy CT data

    Maia, R. S., Jacob, C., Ross Mitchell, J., Hara, A. K., Silva, A. C. & Pavlicek, W., Dec 9 2013, Proceedings of CBMS 2013 - 26th IEEE International Symposium on Computer-Based Medical Systems. p. 465-468 4 p. 6627842. (Proceedings of CBMS 2013 - 26th IEEE International Symposium on Computer-Based Medical Systems).

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

  • Simulating the effects of embolic coils on cerebral aneurysm fluid dynamics using finite element modeling

    Babiker, M. H., Gonzalez, L. F., Chong, B. & Frakes, D. H., Dec 1 2013, ASME 2013 Summer Bioengineering Conference, SBC 2013. (ASME 2013 Summer Bioengineering Conference, SBC 2013; vol. 1 B).

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

    1 Scopus citations
  • 2011

    Liver fat quantification using fast kVp-switching dual energy CT

    Kriston, A., Mendonça, P., Silva, A., Paden, R. G., Pavlicek, W., Sahani, D., Janos Kis, B., Rusko, L., Okerlund, D. & Bhotika, R., 2011, Medical Imaging 2011: Image Processing. 79623W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7962).

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

    3 Scopus citations
  • 2010

    1.5T MRI-guided trans-perineal laser ablation of locally recurrent prostate adenocarcinoma

    McPhail, E. F., Mynderse, L. A., Callstrom, M. R., Gorny, K. R., McNichols, R. J., Atwell, T. D., Gettman, M. T., Amrami, K. K., Kawashima, A. & Woodrum, D. A., Dec 1 2010, Photonic Therapeutics and Diagnostics VI. 754816. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7548).

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

  • Automated liver lesion characterization using fast kVp switching dual energy computed tomography imaging

    Santamaria-Pang, A., Dutta, S., Makrogiannis, S., Hara, A., Pavlicek, W., Silva, A., Thomsen, B., Robertson, S., Okerlund, D., Langan, D. A. & Bhotika, R., Jan 1 2010, Medical Imaging 2010: Computer-Aided Diagnosis. Summers, R. M. & Karssemeijer, N. (eds.). SPIE, 76240V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7624).

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

    13 Scopus citations
  • Initial use of fast switched dual energy CT for coronary artery disease

    Pavlicek, W., Pansé, P., Hara, A., Boltz, T., Paden, R., Yamak, D., Licato, P., Chandra, N., Okerlund, D., Dutta, S., Bhotika, R. & Langan, D., 2010, Medical Imaging 2010: Physics of Medical Imaging. PART 2 ed. 76221V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7622, no. PART 2).

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

    8 Scopus citations
  • 2009

    Assessing radiology resident preparedness to manage IV contrast media reactions using simulation technology

    Krupinski, E. A., Patel, B., Berger, W., Hamilton, A. J., Knapp, A. E., Becker, G. J. & Gatenby, R. A., Jan 1 2009, Medicine Meets Virtual Reality 17 - NextMed: Design for/the Well Being. IOS Press, p. 139-141 3 p. (Studies in Health Technology and Informatics; vol. 142).

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

    6 Scopus citations
  • Identifying miRNA and imaging features associated with metastasis of lung cancer to the brain

    Nasser, S., Ranade, A. R., Sridhart, S., Haney, L., Korn, R. L., Gotway, M. B., Weissy, G. J. & Kim, S., 2009, 2009 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2009. p. 246-251 6 p. 5341798. (2009 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2009).

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

    8 Scopus citations
  • Image-based dual energy CT improvements using gram-schmidt method

    Park, K. K., Akay, M., Pavlicek, W., Boltz, T., Paden, R. & Hara, A., Jun 15 2009, Medical Imaging 2009: Physics of Medical Imaging. 72583S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7258).

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

    1 Scopus citations
  • 2007

    Electronic stool subtraction using quadratic regression, morphological operations, and distance transforms

    Carston, M., Manduca, A. & Johnson, C. D., Oct 15 2007, Medical Imaging 2007: Physiology, Function, and Structure from Medical Images. PART 1 ed. 65110W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6511, no. PART 1).

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

    7 Scopus citations
  • Using Pareto fronts to evaluate polyp detection algorithms for CT colonography

    Huang, A., Li, J., Summers, R. M., Petrick, N. & Hara, A. K., Oct 18 2007, Medical Imaging 2007: Computer-Aided Diagnosis. PART 1 ed. 651407. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6514, no. PART 1).

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

    3 Scopus citations
  • 2006

    Accuracy requirements for cannon-launched space missions

    Putman, P. T., Scruggs, S. J., Zhou, Y. X., Fang, H. & Salama, K., Dec 28 2006, Earth and Space 2006 - Proceedings of the 10th Biennial International Conference on Engineering, Construction, and Operations in Challenging Environments. 1 p. (Earth and Space 2006 - Proceedings of the 10th Biennial International Conference on Engineering, Construction, and Operations in Challenging Environments; vol. 2006).

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

  • Hybrid committee classifier for a computerized colonic polyp detection system

    Li, J., Yao, J., Petrick, N., Summers, R. M. & Hara, A. K., Jun 22 2006, Medical Imaging 2006: Image Processing. 61445A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6144 III).

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

    4 Scopus citations
  • 2005

    An efficient feature selection algorithm for computer-aided polyp detection

    Li, J., Yao, J., Summers, R. M. & Hara, A., Dec 1 2005, Recent Advances in Artifical Intelligence - Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2005. Russell, I. & Markov, Z. (eds.). p. 381-386 6 p. (Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2005 - Recent Advances in Artifical Intelligence).

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

    2 Scopus citations
  • Superconductor permanent magnets for advanced propulsion applications

    Putman, P., Zhou, Y., Salama, K., Robertson, T. & Bond, D. D., Dec 1 2005, Space Technology and Applications International Forum - STAIF 2005, Including Co-located Conferences. p. 1282-1289 8 p. (AIP Conference Proceedings; vol. 746).

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

    1 Scopus citations
  • 1997

    Automatic segmentation, tissue characterization, and rapid diagnosis enhancements to the computed tomographic colonography analysis workstation

    Reed, J. E. & Johnson, C. D., Dec 1 1997, Proceedings of SPIE - The International Society for Optical Engineering. Society of Photo-Optical Instrumentation Engineers, p. 433-440 8 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 3033).

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

    8 Scopus citations