Research Output

Filter
Conference contribution
2019

Automatic strategy for CHO channel reduction in x-ray angiography systems

Gomez-Cardona, D., Leng, S., Favazza, C. P., Schueler, B. A. & Fetterly, K. A., Jan 1 2019, Medical Imaging 2019: Image Perception, Observer Performance, and Technology Assessment. Nishikawa, R. M. & Samuelson, F. W. (eds.). SPIE, 1095205. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10952).

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

Correlation between a deep-learning-based model observer and human observer for a realistic lung nodule localization task in chest CT

Gong, H., Walther, A., Hu, Q., Koo, C. W., Takahashi, E. A., Levin, D. L., Johnson, T. F., Hora, M. J., Leng, S., Fletcher, J. G., McCollough, C. H. & Yu, L., Jan 1 2019, Medical Imaging 2019: Image Perception, Observer Performance, and Technology Assessment. Nishikawa, R. M. & Samuelson, F. W. (eds.). SPIE, 109520K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10952).

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

Demonstration of phase-assisted material decomposition with a Talbot-Lau interferometer using a single x-ray tube potential

Shanblatt, E. R., Nelson, B. J., Tao, S., Leng, S. & McCollough, C. H., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109482W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Material decomposition in photon-counting-detector CT: Threshold or bin images?

Ren, L., Tao, S., McCollough, C. H. & Yu, L., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109482S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Multi-contrast imaging on dual-source photon-counting-detector (PCD) CT

Tao, S., Rajendran, K., McCollough, C. H. & Leng, S., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109484L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Multi-energy CT with triple x-ray beams and photon-counting-detector CT for simultaneous imaging of two contrast agents: An experimental comparison

Ren, L., McCollough, C. H. & Yu, L., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109481B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Multi-shell diffusion MRI measures of brain aging: A preliminary comparison from ADNI3

Nir, T. M., Thomopoulos, S. I., Villalon-Reina, J. E., Zavaliangos-Petropulu, A., Dennis, E. L., Reid, R. I., Bernstein, M. A., Borowski, B., Jack, C. R., Weiner, M. W., Jahanshad, N. & Thompson, P. M., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 173-177 5 p. 8759486. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

Optimal acquisition setting for dual-contrast imaging with gadolinium and iodine on a research whole-body photon-counting-detector (PCD) CT

Tao, S., Wu, Y., Rajendran, K., McCollough, C. H. & Leng, S., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109484I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

1 Scopus citations

Quantitative cartilage imaging using spectral photon-counting detector based computed tomography

Rajendran, K., Tao, S., Benike, A., Leng, S. & McCollough, C. H., Jan 1 2019, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 109531A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10953).

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

Reduction of unnecessary thyroid biopsies using deep learning

Akkus, Z., Boonrod, A., Siddiquee, M. R., Philbrick, K. A., Stan, M. N., Castro, M. R., Erickson, D., Callstrom, M. R. & Erickson, B. J., Jan 1 2019, Medical Imaging 2019: Image Processing. Landman, B. A., Angelini, E. D., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 109490W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

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

Segmenting new image acquisitions without labels

Kline, T. L., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 330-333 4 p. 8759175. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

Simulation of CT images reconstructed with different kernels using a convolutional neural network and its implications for efficient CT workflow

Missert, A. D., Leng, S., McCollough, C. H., Fletcher, J. G. & Yu, L., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109482Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

1 Scopus citations

Three-dimensional Super-Resolution Ultrasound Microvessel Imaging with Bipartite Graph-based Microbubble Tracking using a Verasonics 256-channel Ultrasound System

Lok, U. W., Huang, C., Tang, S., Gong, P., Lucien, F., Kim, Y., Song, P. & Chen, S., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. IEEE Computer Society, p. 1111-1113 3 p. 8925908. (IEEE International Ultrasonics Symposium, IUS; vol. 2019-October).

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

Visibility guided phase contrast denoising

Nelson, B., Koenig, T., Shanblatt, E., Leng, S. & McCollough, C. H., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109484V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

2018

Correlation between model observers in uniform background and human observers in patient liver background for a low-contrast detection task in CT

Gong, H., Yu, L., Leng, S., DIlger, S., Zhou, W., Ren, L. & McCollough, C. H., Jan 1 2018, Medical Imaging 2018: Image Perception, Observer Performance, and Technology Assessment. SPIE, Vol. 10577. 105770M

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

1 Scopus citations

Determination of optimal image type and lowest detectable concentration for iodine detection on a photon counting detector-based multi-energy CT system

Zhou, W., Schornak, R., Michalak, G., Weaver, J., Abdurakhimova, D., Ferrero, A., Fetterly, K. A., McCollough, C. H. & Leng, S., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. SPIE, Vol. 10573. 105734U

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

2 Scopus citations

Evaluation of a deep learning architecture for MR imaging prediction of ATRX in glioma patients

Korfiatis, P., Kline, T. & Erickson, B. J., Jan 1 2018, Medical Imaging 2018: Computer-Aided Diagnosis. SPIE, Vol. 10575. 105752G

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

2 Scopus citations

Evaluation of inter-site bias and variance in diffusion-weighted MRI

Hainline, A. E., Nath, V., Parvathaneni, P., Blaber, J., Rogers, B., Newton, A., Luci, J., Edmonson, H., Kang, H. & Landman, B. A., Jan 1 2018, Medical Imaging 2018: Image Processing. SPIE, Vol. 10574. 1057413

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

Extraction of brain tissue from CT head images using fully convolutional neural networks

Akkus, Z., Kostandy, P. M., Philbrick, K. A. & Erickson, B. J., Jan 1 2018, Medical Imaging 2018: Image Processing. SPIE, Vol. 10574. 1057420

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

6 Scopus citations

Impact of photon counting detector technology on kV selection and diagnostic workflow in CT

Zhou, W., Abdurakhimova, D., Bruesewitz, M., Halaweish, A., McCollough, C. H. & Leng, S., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. SPIE, Vol. 10573. 105731C

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

1 Scopus citations

Medical image synthesis for data augmentation and anonymization using generative adversarial networks

Shin, H. C., Tenenholtz, N. A., Rogers, J. K., Schwarz, C., Senjem, M. L., Gunter, J. L., Andriole, K. P. & Michalski, M., Jan 1 2018, Simulation and Synthesis in Medical Imaging - Third International Workshop, SASHIMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Goksel, O., Oguz, I., Gooya, A. & Burgos, N. (eds.). Springer Verlag, p. 1-11 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11037 LNCS).

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

35 Scopus citations

Motion-compensated reconstruction for limited-angle multiphase cardiac CT

Jin, M., Zhao, C., Jia, X. & Yu, L., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. Schmidt, T. G., Chen, G-H. & Lo, J. Y. (eds.). SPIE, Vol. 10573. 1057333

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

Ranking diffusion tensor measures of brain aging and Alzheimer's disease

Zavaliangos-Petropulu, A., Nir, T. M., Thomopoulos, S. I., Jahanshad, N., Reid, R. I., Bernstein, M. A., Borowski, B., Jack, C. R. J., Weiner, M. W. & Thompson, P. M., Jan 1 2018, 14th International Symposium on Medical Information Processing and Analysis. Lepore, N., Romero, E. & Brieva, J. (eds.). SPIE, Vol. 10975. 109750O

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

1 Scopus citations

Simulating low-dose cone-beam CT: A phantom study

Ferrero, A., Fetterly, K., Yu, L. & Schueler, B. A., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. SPIE, Vol. 10573. 1057347

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

1 Scopus citations

Three-material decomposition in multi-energy CT: Impact of prior information on noise and bias

Ren, L., McCollough, C. H. & Yu, L., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. SPIE, Vol. 10573. 105731G

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

2 Scopus citations

Ultra-high resolution photon-counting detector CT reconstruction using spectral prior image constrained compressed-sensing (UHR-SPICCS)

Rajendran, K., Tao, S., Abdurakhimova, D., Leng, S. & McCollough, C. H., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. SPIE, Vol. 10573. 1057318

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

1 Scopus citations
2017

A model-free approach to probe motion artifacts suppression for in vivo imaging with probe oscillation shear wave elastography (PROSE)

Mellema, D. C., Song, P., Manduca, A., Urban, M. W., Kinnick, R. R., Greenleaf, J. F. & Chen, S. D., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092641

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

A model-free approach to probe motion artifacts suppression for in vivo imaging with probe oscillation shear wave elastography (PROSE)

Mellema, D., Song, P., Manduca, A., Urban, M. W., Kinnick, R., Greenleaf, J. F. & Chen, S. D., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092826

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

Assessment of interstitial lung disease using lung ultrasound surface wave elastography

Zhang, X., Zhou, B., Osborn, T., Bartholmai, B. J., Greenleaf, J. F. & Kalra, S., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092738

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

2 Scopus citations

Assessment of interstitial lung disease using lung ultrasound surface wave elastogrqphy

Zhang, X., Zhou, B., Osborn, T., Bartholmai, B. J., Greenleaf, J. F. & Kalra, S., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8091736

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

Automated liver elasticity calculation for 3D MRE

Dzyubak, B., Glaser, K. J., Manduca, A. & Ehman, R. L., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. SPIE, Vol. 10134. 101340Y

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

1 Scopus citations

A virtual clinical trial using projection-based nodule insertion to determine radiologist reader performance in lung cancer screening CT

Yu, L., Hu, Q., Koo, C. W., Takahashi, E. A., Levin, D. L., Johnson, T., Hora, M. J., Dirks, S., Chen, B., McMillan, K., Leng, S., Fletcher, J. G. & McCollough, C. H., 2017, Medical Imaging 2017: Physics of Medical Imaging. SPIE, Vol. 10132. 101321R

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

3 Scopus citations

Cardiac atrial kick shear wave elastography with ultrafast diverging wave imaging: An in vivo pilot study

Engel, A. J., Hsu, H. H., Song, P. & Bashford, G. R., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092742

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

1 Scopus citations

Cardiac atrial kick shear wave elastography with ultrafast diverging wave imaging: An in vivo pilot study

Engel, A., Hsu, H., Song, P. & Bashford, G., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092904

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

Comparison of shear velocity dispersion in viscoelastic phantoms measured by ultrasound-based shear wave elastography and magnetic resonance elastography

Urban, M. W., Chen, J. & Ehman, R. L., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8091625

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

1 Scopus citations

Comparison of shear velocity dispersion in viscoelastic phantoms measured by ultrasound-based shear wave elastography and magnetic resonance elastography

Urban, M. W., Chen, J. & Ehman, R. L., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092418

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

3 Scopus citations

Delay-encoded harmonic imaging (DE-HI) in multiplane-wave compounding

Gong, P., Song, P. & Chen, S. D., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8091955

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

Delay-encoded harmonic imaging (DE-HI) in multiplane-wave compounding

Gong, P., Song, P. & Chen, S. D., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092620

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

Detection of increased vasa vasorum in artery walls: Improving CT number accuracy using image deconvolution

Rajendran, K., Leng, S., Jorgensen, S. M., Abdurakhimova, D., Ritman, E. L. & McCollough, C. H., 2017, Medical Imaging 2017: Physics of Medical Imaging. SPIE, Vol. 10132. 101323O

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

2 Scopus citations

Dual energy CT kidney stone differentiation in photon counting computed tomography

Gutjahr, R., Polster, C., Henning, A., Kappler, S., Leng, S., McCollough, C. H., Sedlmair, M. U., Schmidt, B., Krauss, B. & Flohr, T. G., 2017, Medical Imaging 2017: Physics of Medical Imaging. SPIE, Vol. 10132. 1013237

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

2 Scopus citations

Fast and robust spatiotemporal microvessel clutter filtering with randomized singular value decomposition (rSVD) and randomized spatial downsampling

Song, P., Trazasko, J. D., Manduca, A., Qiang, B., Kadirvel, R. D., Kallmes, D. F. & Chen, S. D., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092204

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

Hadamard encoded multi-pulses for contrast enhanced ultrasound imaging

Gong, P., Song, P. & Chen, S. D., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092687

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

Hadamard-encoded multi-pulses for contrast-enhanced ultrasound imaging

Gong, P., Song, P. & Chen, S. D., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092494

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

Improved contrast-enhanced ultrasound imaging with multiplane wave imaging

Gong, P., Song, P. & Chen, S. D., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092774

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

Improved contrast-enhanced ultrasound imaging with multiplane wave imaging

Gong, P., Song, P. & Chen, S. D., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092592

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

Invivo assessment of systolic and diastolic myocardial stiffness in pigs using 3d cardiac magnetic resonance elastography

Arunachalam, S. P., Forghanian-Arani, A., Glaser, K. J., Ehman, R. L. & Araoz, P. A., Jan 1 2017, 54th Annual Rocky Mountain Bioengineering Symposium, RMBS 2017 and 54th International ISA Biomedical Sciences Instrumentation Symposium 2017. International Society of Automation (ISA), Vol. 2017-March.

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

Learning-based stochastic object models for use in optimizing imaging systems

Dolly, S. R., Anastasio, M. A., Yu, L. & Li, H., 2017, Medical Imaging 2017: Physics of Medical Imaging. SPIE, Vol. 10132. 101321T

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

Lung nodule volume quantification and shape differentiation with an ultra-high resolution technique on a photon counting detector CT system

Zhou, W., Montoya, J., Gutjahr, R., Ferrero, A., Halaweish, A., Kappler, S., McCollough, C. H. & Leng, S., 2017, Medical Imaging 2017: Physics of Medical Imaging. SPIE, Vol. 10132. 101323Q

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

3 Scopus citations

Practical implementation of channelized hotelling observers: Effect of ROI size

Ferrero, A., Favazza, C. P., Yu, L., Leng, S. & McCollough, C. H., 2017, Medical Imaging 2017: Physics of Medical Imaging. SPIE, Vol. 10132. 101320G

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

2 Scopus citations

Quantitative assessment of scleroderma using ultrasound surface wave elastography

Zhang, X., Zhou, B., Kalra, S., Bartholmai, B. J., Greenleaf, J. F. & Osborn, T., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092509

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