Department of Radiation Oncology

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  • 2024

    Design and fabrication of universal resolution targets for microsphere-assisted microscopy

    Abbasian, V., Awan, K. M. & Darafsheh, A., 2024, Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXXI. Brown, T. G., Wilson, T. & Waller, L. (eds.). SPIE, 128480D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12848).

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

    2 Scopus citations

  • Differentiating tumor specimens by polarimetric speckle pattern analysis

    Abbasian, V., Farzam Rad, V., Shamshiripour, P., Ahmadvand, D. & Darafsheh, A., 2024, Optical Interactions with Tissue and Cells XXXV. Linz, N., Bixler, J. N. & Walsh, A. J. (eds.). SPIE, 1284004. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12840).

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

    2 Scopus citations

  • Dynamic speckle pattern analysis of pitting corrosion

    Abbasian, V., Jamali, R., Rad, V. F., Moradi, A. R. & Darafsheh, A., 2024, Photonic Instrumentation Engineering XI. Busse, L. E. & Soskind, Y. (eds.). SPIE, 128930W. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12893).

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

    3 Scopus citations

  • Dynamic X-ray Flux Modulation of Inverse-Geometry CT

    Shen, L., Windsor, H., Zhou, S., Jiang, H. & Zhang, T., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 1292540. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

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

  • Infant Mice Receiving Fractionated Whole-brain Radiation Exhibit Functional Network Disorganization as Adults

    Zhu, J., Seitzman, B. A., Reynoso, F., Mitchell, T. J., Bice, A. R., Padawer-Curry, J. A., Wang, X., Perkins, S. M. & Bauer, A. Q., 2024, Optics and the Brain, BRAIN 2024 in Proceedings Optica Biophotonics Congress: Biomedical Optics 2024, Translational, Microscopy, OCT, OTS, BRAIN - Part of Optica Biophotonics Congress: Biomedical Optics. Optical Society of America, (Optics and the Brain, BRAIN 2024 in Proceedings Optica Biophotonics Congress: Biomedical Optics 2024, Translational, Microscopy, OCT, OTS, BRAIN - Part of Optica Biophotonics Congress: Biomedical Optics).

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

  • Medical Image Classification Using Self-Supervised Learning-Based Masked Autoencoder

    Fan, Z., Wang, Z., Gong, P., Lee, C. U., Tang, S., Zhang, X., Hao, Y., Zhang, Z., Song, P., Chen, S. & Li, H., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 129260G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

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

    1 Scopus citations

  • Quantitative phase microscopy by a glass microsphere and plate

    Abbasian, V. & Darafsheh, A., 2024, Quantitative Phase Imaging X. Liu, Y. & Park, Y. (eds.). SPIE, 128520E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12852).

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

    2 Scopus citations

  • Radioluminescence fiber optic and imaging dosimetry in radiation therapy

    Darafsheh, A., 2024, Optical Sensing and Detection VIII. Berghmans, F. & Zergioti, I. (eds.). SPIE, 129990B. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12999).

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

  • Self-supervised learning based on StyleGAN for medical image classification on small labeled dataset

    Fan, Z., Wang, Z., Zhang, C., Özbey, M., Villa, U., Hao, Y., Zhang, Z., Wang, X. & Li, H., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 1292630. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

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

    2 Scopus citations

  • Transformer-based classifier with feature aggregation for cancer subtype classification on histopathological images

    Zhang, C., Fan, Z., Wang, Z., Sun, L., Hao, Y., Zhang, Z., Thorstad, W., Gay, H., Wang, X., Anastasio, M. A. & Li, H., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 1292633. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

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

    1 Scopus citations
  • 2023

    3D-2D GAN Based Brain Metastasis Synthesis with Configurable Parameters for Fully 3D Data Augmentation

    Zhao, G., Yoo, Y., Re, T. J., Das, J., Hesheng, W., Kim, M. M., Shen, C., Lee, Y., Kondziolka, D., Ibrahim, M., Lian, J., Jain, R., Zhu, T., Parmar, H., Balter, J. M., Cao, Y., Gibson, E. & Comaniciu, D., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 124640J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

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

    2 Scopus citations

  • An auxiliary attention-based network for joint classification and localization of breast tumor on ultrasound images

    Fan, Z., Gong, P., Zhang, X., Wang, Z., Hao, Y., Song, P., Chen, S. & Li, H., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 1246406. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

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

    2 Scopus citations

  • Cervical Cancer Tumor Delineation for Brachytherapy Using Diffusion Weighted Images

    Gach, H. M., Mackey, S. L., Kim, T., Zoberi, J. E., Garcia-Ramirez, J., Grigsby, P. W., Markovina, S. S. & Lin, A., 2023, Advances in Systems Engineering - Proceedings of the 30th International Conference on Systems Engineering, ICSEng 2023. Selvaraj, H., Chmaj, G. & Zydek, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 114-122 9 p. (Lecture Notes in Networks and Systems; vol. 761 LNNS).

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

  • Deep-Supervised Adversarial Learning-based Classification For Digital Histologic Images

    Wang, Z., Fan, Z., Sun, L., Hao, Y., Gay, H. A., Thorstad, W. L., Wang, X. & Li, H., 2023, Medical Imaging 2023: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 124711V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12471).

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

    2 Scopus citations

  • Estimating task-based performance bounds for image reconstruction methods by use of learned-ideal observers

    Li, K., Zhou, W., Li, H. & Anastasio, M. A., 2023, Medical Imaging 2023: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R. & Chen, Y. (eds.). SPIE, 124670I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12467).

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

    4 Scopus citations

  • In vivo proton range validation using pseudo proton radiography

    Chang, C. W., Zhou, S., Gao, Y., Lin, L., Liu, T., Bradley, J. D., Zhang, T., Zhou, J. & Yang, X., 2023, Medical Imaging 2023: Physics of Medical Imaging. Yu, L., Fahrig, R. & Sabol, J. M. (eds.). SPIE, 124632K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12463).

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

  • MB-DECTNet: A model-based unrolled network for accurate 3D DECT reconstruction

    Ge, T., Medrano, M., Liao, R., Politte, D., Williamson, J. F., Whiting, B. R. & O'Sullivan, J. A., 2023, Medical Imaging 2023: Physics of Medical Imaging. Yu, L., Fahrig, R. & Sabol, J. M. (eds.). SPIE, 124631S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12463).

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

    Open Access

  • Microsphere-assisted microscopy: challenges and opportunities

    Darafsheh, A. & Abbasian, V., 2023, Optical Measurement Systems for Industrial Inspection XIII. Lehmann, P. (ed.). SPIE, 126180L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12618).

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

    4 Scopus citations

  • Prediction of Head-Neck Cancer Recurrence from Pet/CT Images with Havrda-Charvat Entropy

    Brochet, T., Lapuyade-Lahorgue, J., Li, H., Vera, P., Decazes, P. & Ruan, S., 2023, 2023 12th International Conference on Image Processing Theory, Tools and Applications, IPTA 2023. Institute of Electrical and Electronics Engineers Inc., (2023 12th International Conference on Image Processing Theory, Tools and Applications, IPTA 2023).

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

  • Quantification of B0 Inhomogeneities in the Abdomen at 3 T

    Wu, X., Song, H., Stenger, V. A. & Gach, H. M., 2023, Advances in Systems Engineering - Proceedings of the 30th International Conference on Systems Engineering, ICSEng 2023. Selvaraj, H., Chmaj, G. & Zydek, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 105-113 9 p. (Lecture Notes in Networks and Systems; vol. 761 LNNS).

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

  • Semi-supervised Contrastive Learning for White Blood Cell Segmentation from Label-free Quantitative Phase Imaging

    Sengupta, S., Fanous, M., Li, H. & Anastasio, M. A., 2023, Medical Imaging 2023: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 124710E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12471).

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

  • The importance of data domain on self-supervised learning for brain metastasis detection and segmentation

    Yoo, Y., Zhao, G., Sandu, A. E., Re, T. J., Das, J., Hesheng, W., Kim, M., Shen, C., Lee, Y., Kondziolka, D., Ibrahim, M., Lian, J., Jain, R., Zhu, T., Parmar, H., Balter, J. M., Cao, Y., Gibson, E. & Comaniciu, D., 2023, Medical Imaging 2023: Computer-Aided Diagnosis. Iftekharuddin, K. M. & Chen, W. (eds.). SPIE, 1246529. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12465).

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

  • 2022

    Application of DatasetGAN in medical imaging: preliminary studies

    Fan, Z., Kelkar, V., Anastasio, M. A. & Li, H., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 120321O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

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

    3 Scopus citations

  • A Task-informed Model Training Method for Deep Neural Network-based Image Denoising

    Li, K., Li, H. & Anastasio, M. A., 2022, Medical Imaging 2022: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R., Mello-Thoms, C. R. & Taylor-Phillips, S. (eds.). SPIE, 1203510. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12035).

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

    10 Scopus citations

  • Dose prediction in proton cancer therapy based on density maps from dual-energy CT using joint statistical image reconstruction

    Medrano Matamoros, M. J., Chen, X., Ge, T., Zhao, T., Liao, R., Politte, D., Willamson, J. F., Whiting, B. R., Hao, Y., Sun, B. & O'Sullivan, J. A., 2022, Medical Imaging 2022: Physics of Medical Imaging. Zhao, W. & Yu, L. (eds.). SPIE, 1203119. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12031).

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

  • Using System-of-Systems Optimization for Healthcare: A Use Case in Radiation Oncology

    Price, A., Knutson, N. & Dagli, C., 2022, SysCon 2022 - 16th Annual IEEE International Systems Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., (SysCon 2022 - 16th Annual IEEE International Systems Conference, Proceedings).

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

    2 Scopus citations
  • 2021

    Accurate characterization of metal implants and human materials using novel proton counting detector for monte carlo dose calculation in proton therapy

    Charyyev, S., Chang, C. W., Harms, J., Oancea, C., Yoon, S. T., Yang, X., Zhang, T., Zhou, J., Leng, S. & Lin, L., 2021, Medical Imaging 2021: Physics of Medical Imaging. Bosmans, H., Zhao, W. & Yu, L. (eds.). SPIE, 115950B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11595).

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

  • Advancing the AmbientGAN for learning stochastic object models

    Zhou, W., Bhadra, S., Brooks, F. J., Granstedt, J. L., Li, H. & Anastasio, M. A., 2021, Medical Imaging 2021: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 115990A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11599).

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

    Open Access
    2 Scopus citations

  • BrainTumorNet: Multi-task learning for joint segmentation of high-grade glioma and brain metastases from MR images

    Chakrabarty, S., Sotiras, A., Milchenko, M., Lamontagne, P., Abraham, C., Robinson, C. & Marcus, D., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 115960K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

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

  • Deep learning-based multi-class COVID-19 classification with x-ray images

    Fan, Z., He, S., Ruan, S., Wang, X. & Li, H., 2021, Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling. Linte, C. A. & Siewerdsen, J. H. (eds.). SPIE, 1159813. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11598).

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

    6 Scopus citations

  • Imaging of focused ultrasound-induced shear waves to probe mechanical anisotropy of tissue

    Guertler, C. A., Okamoto, R. J., Garbow, J. R., Chen, H. & Bayly, P. V., 2021, Proceedings of the 2021 Design of Medical Devices Conference, DMD 2021. American Society of Mechanical Engineers, V001T12A005. (Proceedings of the 2021 Design of Medical Devices Conference, DMD 2021).

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

  • Supervised learning-based ideal observer approximation for joint detection and estimation tasks

    Li, K., Zhou, W., Li, H. & Anastasio, M. A., 2021, Medical Imaging 2021: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 115990F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11599).

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

    8 Scopus citations

  • Task-based evaluation of deep image super-resolution in medical imaging

    Kelkar, V. A., Zhang, X., Granstedt, J., Li, H. & Anastasio, M. A., 2021, Medical Imaging 2021: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 115990X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11599).

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

    12 Scopus citations

  • Task-based performance evaluation of deep neural network-based image denoising

    Li, K., Zhou, W., Li, H. & Anastasio, M. A., 2021, Medical Imaging 2021: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 115990L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11599).

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

    9 Scopus citations
  • 2020

    Accurate proton stopping power images reconstructed using joint statistical dual energy CT: Experimental verification and impact of fan-beam CT scatter

    Medrano, M., Liu, R., Webb, T., Zhao, T., Williamson, J., Whiting, B., Politte, D. G., Porras-Chaverri, M. & O’Sullivan, J. A., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G.-H. & Bosmans, H. (eds.). SPIE, 113121S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

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

    2 Scopus citations

  • A Deep Residual Learning Network for Practical Voxel Dosimetry in Radionuclide Therapy

    Li, Z., Fessler, J. A., Mikell, J. K., Wilderman, S. J. & Dewaraja, Y. K., 2020, 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020. Institute of Electrical and Electronics Engineers Inc., (2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020).

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

    1 Scopus citations

  • Deep Disentangled Representation Learning of Pet Images for Lymphoma Outcome Prediction

    Guo, Y., Decazes, P., Becker, S., Li, H. & Ruan, S., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 2018-2021 4 p. 9098477. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

    3 Scopus citations

  • Deep learning-based relative stopping power mapping generation with cone-beam CT in proton radiation therapy

    Wang, T., Harms, J., Lei, Y., Ghavidel, B., Stokes, W., Liu, T., Curran, W. J., McDonald, M., Zhou, J. & Yang, X., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G.-H. & Bosmans, H. (eds.). SPIE, 113124L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

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

    1 Scopus citations

  • Deep learning semantic segmentation for high-resolution medical volumes

    Toubal, I. E., Duan, Y. & Yang, D., Oct 13 2020, 2020 IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2020. Institute of Electrical and Electronics Engineers Inc., 9425041. (Proceedings - Applied Imagery Pattern Recognition Workshop; vol. 2020-October).

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

    9 Scopus citations

  • Effect of external magnetic field on the collected Cherenkov radiation by fiber optic dosimeters

    Maraghechi, B., Hao, Y., Hong, S., Li, H., Mutic, S. & Darafsheh, A., 2020, Optics and Ionizing Radiation. Pogue, B. W. (ed.). SPIE, 112240E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11224).

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

    4 Scopus citations

  • Growth kinetics of the EBT3 and EBT-XD films response in radiotherapy beams

    Momin, S., Khan, R. & Darafsheh, A., 2020, Optics and Ionizing Radiation. Pogue, B. W. (ed.). SPIE, 112240J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11224).

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

  • Learning numerical observers using unsupervised domain adaptation

    He, S., Zhou, W., Li, H. & Anastasio, M. A., 2020, Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 113160W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11316).

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

    7 Scopus citations

  • Left ventricular myocardium segmentation in coronary computed tomography angiography using 3D deep attention U-Net

    He, X., Guo, B., Lei, Y., Harms, J., Wang, T., Liu, T., Zhang, L. & Yang, X., 2020, Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and Functional Imaging. Krol, A. & Gimi, B. S. (eds.). SPIE, 113172H. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11317).

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

  • Meso-, micro- And nano-structures induced in bismuth telluride thermoelectric materials by laser additive manufacturing

    Welch, R., Hobbis, D., Nolas, G. & LeBlanc, S., 2020, Energy Harvesting and Storage: Materials, Devices, and Applications X. Balaya, P. & Dutta, A. K. (eds.). SPIE, 1138710. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11387).

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

    2 Scopus citations

  • Optical spectral analysis of radiochromic films irradiated with radiation therapy beams

    Darafsheh, A., Zhao, T. & Khan, R., 2020, Design and Quality for Biomedical Technologies XIII. Hwang, J. & Vargas, G. (eds.). SPIE, 112310I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11231).

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

  • Organ-at-Risk (OAR) segmentation in head and neck CT using U-RCNN

    Lei, Y., Harms, J., Dong, X., Wang, T., Tang, X., Yu, D. S., Beitler, J. J., Curran, W. J., Liu, T. & Yang, X., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 1131444. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

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

    5 Scopus citations

  • Progressively-Growing AmbientGANs for learning stochastic object models from imaging measurements

    Zhou, W., Bhadra, S., Brooks, F. J., Li, H. & Anastasio, M. A., 2020, Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 113160Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11316).

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

    5 Scopus citations

  • Stopping power map estimation from dual-energy CT using deep convolutional neural network

    Wang, T., Lei, Y., Harms, J., Liu, Y., Ghavidel, B., Lin, L., Beitler, J. J., Curran, W. J., Liu, T., Zhou, J. & Yang, X., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G.-H. & Bosmans, H. (eds.). SPIE, 113124M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

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

    1 Scopus citations

  • Weakly supervised multi-needle detection in 3D ultrasound images with bidirectional convolutional sparse coding

    Zhang, Y., Harms, J., Lei, Y., Wang, T., Liu, T., Jani, A. B., Curran, W. J., Patel, P. & Yang, X., 2020, Medical Imaging 2020: Ultrasonic Imaging and Tomography. Byram, B. C. & Ruiter, N. V. (eds.). SPIE, 1131914. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11319).

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

    8 Scopus citations
  • 2019

    4D-CT deformable image registration using an unsupervised deep convolutional neural network

    Lei, Y., Fu, Y., Harms, J., Wang, T., Curran, W. J., Liu, T., Higgins, K. & Yang, X., 2019, Artificial Intelligence in Radiation Therapy - 1st International Workshop, AIRT 2019, Held in Conjunction with MICCAI 2019, Proceedings. Nguyen, D., Jiang, S. & Xing, L. (eds.). Springer, p. 26-33 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11850 LNCS).

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

    35 Scopus citations