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Research Output

2020

Biomedical Imaging and Analysis in the Age of Big Data and Deep Learning

Duncan, J. S., Insana, M. F. & Ayache, N., Jan 2020, In : Proceedings of the IEEE. 108, 1, p. 3-10 8 p., 8944337.

Research output: Contribution to journalArticle

Fluidity and elasticity form a concise set of viscoelastic biomarkers for breast cancer diagnosis based on Kelvin–Voigt fractional derivative modeling

Zhang, H., Guo, Y., Zhou, Y., Zhu, H., Wu, P., Wang, K., Ruan, L., Wan, M. & Insana, M. F., Jan 1 2020, (Accepted/In press) In : Biomechanics and Modeling in Mechanobiology.

Research output: Contribution to journalArticle

Imaging the landmarks of vascular recovery

Hedhli, J., Kim, M. W., Knox, H. J., Cole, J. A., Huynh, T., Schuelke, M., Dobrucki, I. T., Kalinowski, L., Chan, J., Sinusas, A. J., Insana, M. F. & Dobrucki, L. W., Jan 1 2020, In : Theranostics. 10, 4, p. 1733-1745 13 p.

Research output: Contribution to journalArticle

Open Access
2019

Advances in Pulsed Doppler Methods for Peripheral Perfusion Imaging

Insana, M. F., Zhu, Y., Kim, M. W. & Dobrucki, L. W., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. IEEE Computer Society, p. 1164-1168 5 p. 8925694. (IEEE International Ultrasonics Symposium, IUS; vol. 2019-October).

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

Data-driven elasticity imaging using cartesian neural network constitutive models and the autoprogressive method

Hoerig, C., Ghaboussi, J. & Insana, M. F., May 2019, In : IEEE transactions on medical imaging. 38, 5, p. 1150-1160 11 p., 8522049.

Research output: Contribution to journalArticle

2018

Automated in vivo sub-hertz analysis of viscoelasticity (SAVE) for evaluation of breast lesions

Bayat, M., Nabavizadeh, A., Kumar, V., Gregory, A., Insana, M., Alizad, A. & Fatemi, M., Oct 2018, In : IEEE Transactions on Biomedical Engineering. 65, 10, p. 2237-2247 11 p., 8240706.

Research output: Contribution to journalArticle

Method for Recovering Lost Ultrasonic Information Using the Echo-intensity Mean

Bahramian, S., Abbey, C. K. & Insana, M. F., Sep 1 2018, In : Ultrasonic Imaging. 40, 5, p. 283-299 17 p.

Research output: Contribution to journalArticle

Modeling ramp-hold indentation measurements based on Kelvin-Voigt fractional derivative model

Zhang, H., Zhang, Q. Z., Ruan, L., Duan, J., Wan, M. & Insana, M. F., Feb 15 2018, In : Measurement Science and Technology. 29, 3, 035701.

Research output: Contribution to journalArticle

Multidimensional Clutter Filter Optimization for Ultrasonic Perfusion Imaging

Kim, M., Zhu, Y., Hedhli, J., Dobrucki, L. W. & Insana, M. F., Nov 2018, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 65, 11, p. 2020-2029 10 p., 8453905.

Research output: Contribution to journalArticle

2017

An information-based machine learning approach to elasticity imaging

Hoerig, C., Ghaboussi, J. & Insana, M. F., Jun 1 2017, In : Biomechanics and Modeling in Mechanobiology. 16, 3, p. 805-822 18 p.

Research output: Contribution to journalArticle

Assessing composition and structure of soft biphasic media from Kelvin-Voigt fractional derivative model parameters

Zhang, H., Wang, Y., Fatemi, M. & Insana, M. F., Jan 17 2017, In : Measurement Science and Technology. 28, 3, 035703.

Research output: Contribution to journalArticle

Expanding Acquisition and Clutter Filter Dimensions for Improved Perfusion Sensitivity

Kim, M., Abbey, C. K., Hedhli, J., Dobrucki, L. W. & Insana, M. F., Oct 2017, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 64, 10, p. 1429-1438 10 p., 7959089.

Research output: Contribution to journalArticle

Imaging spatially varying biomechanical properties with neural networks

Hoerig, C., Reyes, W., Fabre, L., Ghaboussi, J. & Insana, M., Jan 1 2017, Medical Imaging 2017: Ultrasonic Imaging and Tomography. Duric, N., Duric, N. & Heyde, B. (eds.). SPIE, 1013905. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10139).

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

Improvements to ultrasonic beamformer design and implementation derived from the task-based analytical framework

Nguyen, N. Q., Prager, R. W. & Insana, M. F., Jun 1 2017, In : Journal of the Acoustical Society of America. 141, 6, p. 4427-4437 11 p.

Research output: Contribution to journalArticle

Limitations on estimation of effective scatterer diameters

Zhu, Y., Han, A., O'Brien, W. D., Oelze, M. L. & Insana, M. F., Dec 1 2017, In : Journal of the Acoustical Society of America. 142, 6, p. 3677-3690 14 p.

Research output: Contribution to journalArticle

Linear System Models for Ultrasonic Imaging: Intensity Signal Statistics

Abbey, C. K., Zhu, Y., Bahramian, S. & Insana, M. F., Apr 2017, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 64, 4, p. 669-678 10 p., 7815423.

Research output: Contribution to journalArticle

Optimal clutter filtering for improved perfusion sensitivity

Kim, M., Hedhli, J., Dobrucki, L., Abbey, C. & Insana, M., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092680. (IEEE International Ultrasonics Symposium, IUS).

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

Optimal filtering for improved perfusion sensitivity

Kim, M., Hedhli, J., Dobrucki, L. W., Abbey, C. K. & Insana, M. F., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8091615. (IEEE International Ultrasonics Symposium, IUS).

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

2016

A new approach to ultrasonic elasticity imaging

Hoerig, C., Ghaboussi, J., Fatemi, M. & Insana, M., Jan 1 2016, Medical Imaging 2016: Ultrasonic Imaging and Tomography. Heyde, B., Heyde, B. & Duric, N. (eds.). SPIE, 97900G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9790).

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

A task-based analytical framework for ultrasonic beamformer comparison

Nguyen, N. Q., Prager, R. W. & Insana, M. F., Aug 1 2016, In : Journal of the Acoustical Society of America. 140, 2, p. 1048-1059 12 p.

Research output: Contribution to journalArticle

Efficiency of U.S. Tissue Perfusion Estimators

Kim, M., Abbey, C. K. & Insana, M. F., Aug 2016, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 63, 8, p. 1131-1139 9 p., 7478092.

Research output: Contribution to journalArticle

IEEE Transactions on Medical Imaging information for authors

Insana, M. F., May 2016, In : IEEE transactions on medical imaging. 35, 5, 7463084.

Research output: Contribution to journalEditorial

Indentation analysis of biphasic viscoelastic hydrogels

Toohey, K. S., Kalyanam, S., Palaniappan, J. & Insana, M. F., Jan 1 2016, In : Mechanics of Materials. 92, p. 175-184 10 p.

Research output: Contribution to journalArticle

Indentation measurements to validate dynamic elasticity imaging methods

Altahhan, K. N., Wang, Y., Sobh, N. & Insana, M. F., Sep 1 2016, In : Ultrasonic Imaging. 38, 5, p. 332-345 14 p.

Research output: Contribution to journalArticle

Ramp-hold relaxation solutions for the KVFD model applied to soft viscoelastic media

Zhang, H., Wang, Y. & Insana, M. F., Jan 11 2016, In : Measurement Science and Technology. 27, 2, 025702.

Research output: Contribution to journalArticle

Ultrasound perfusion signal processing for tumor detection

Kim, M., Abbey, C. K. & Insana, M., Jan 1 2016, Medical Imaging 2016: Ultrasonic Imaging and Tomography. Heyde, B., Heyde, B. & Duric, N. (eds.). SPIE, 97900O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9790).

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

Wave propagation in viscoelastic materials

Wang, Y. & Insana, M. F., Jan 1 2016, Ultrasound Elastography for Biomedical Applications and Medicine. Wiley, p. 118-127 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2015

Editorial

Insana, M. F., Jan 1 2015, In : IEEE transactions on medical imaging. 34, 1, 1 p., 6998110.

Research output: Contribution to journalEditorial

Informational modeling of tissue-like materials using ultrasound

Hoerig, C., Ghaboussi, J. & Insana, M., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 239-242 4 p. 7163858. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

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

Stromal-epithelial responses to fractionated radiotherapy in a breast cancer microenvironment

Qayyum, M. A., Kwak, J. T. & Insana, M. F., Jun 27 2015, In : Cancer Cell International. 15, 1, 67.

Research output: Contribution to journalArticle

2014

Analyzing the performance of ultrasonic B-mode imaging for breast lesion diagnosis

Bahramian, S., Abbey, C. K. & Insana, M. F., Jan 1 2014, Medical Imaging 2014: Physics of Medical Imaging. SPIE, 90332A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9033).

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

Beamforming designs for breast sonography

Insana, M. F., Nguyen, N. Q. & Abbey, C. K., Oct 20 2014, IEEE International Ultrasonics Symposium, IUS. IEEE Computer Society, p. 2233-2236 4 p. 6932148. (IEEE International Ultrasonics Symposium, IUS).

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

Improved microcalcification detection in breast ultrasound: Phantom studies

Bahramian, S. & Insana, M. F., Oct 20 2014, IEEE International Ultrasonics Symposium, IUS. IEEE Computer Society, p. 2359-2362 4 p. 6932288. (IEEE International Ultrasonics Symposium, IUS).

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

Perfusion signal processing for optimal detection performance

Abbey, C. K., Kim, M. & Insana, M., Oct 20 2014, IEEE International Ultrasonics Symposium, IUS. IEEE Computer Society, p. 2253-2256 4 p. 6932271. (IEEE International Ultrasonics Symposium, IUS).

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

Retrieving high spatial frequency information in sonography for improved microcalcification detection

Bahramian, S. & Insana, M. F., Jan 1 2014, Medical Imaging 2014: Image Perception, Observer Performance, and Technology Assessment. SPIE, 90370W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9037).

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

Ultrasound and optical methods for dynamic viscoelastic imaging

Wang, Y., Adie, S. G., Boppart, S. A. & Insana, M. F., Jan 1 2014, Handbook of Imaging in Biological Mechanics. CRC Press, p. 83-96 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2013

Complex shear modulus estimation using maximum likelihood ensemble filters

Tran-Duc, T., Wang, Y., Linh-Trung, N., Do, M. N. & Insana, M. F., Jan 1 2013, 4th International Conference on Biomedical Engineering in Vietnam. p. 313-316 4 p. (IFMBE Proceedings; vol. 40 IFMBE).

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

Dynamic method of optical coherence elastography in determining viscoelasticity of polymers and tissues

Wang, Y., Shemonski, N. D., Adie, S. G., Boppart, S. A. & Insana, M. F., Oct 31 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 117-120 4 p. 6609451. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

Objective assessment of sonographic: Quality II acquisition information spectrum

Nguyen, N. Q., Abbey, C. K. & Insana, M., Apr 9 2013, In : IEEE Transactions on Medical Imaging. 32, 4, p. 691-698 8 p., 6374683.

Research output: Contribution to journalArticle

Objective assessment of sonographic quality I: Task information

Nguyen, N. Q., Abbey, C. & Insana, M., Apr 15 2013, In : IEEE Transactions on Medical Imaging. 32, 4, p. 683-690 8 p., 6378475.

Research output: Contribution to journalArticle

Viscoelastic properties of rodent mammary tumors using ultrasonic shear-wave imaging

Wang, Y. & Insana, M. F., Apr 2013, In : Ultrasonic Imaging. 35, 2, p. 126-145 20 p.

Research output: Contribution to journalArticle

2012

Acquisition information spectrum for evaluating sonographic quality

Nguyen, N. Q., Abbey, C. K. & Insana, M., Dec 14 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 2302-2305 4 p. 6346423. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

An ideal observer approach to mechanical limits in b-mode ultrasound imaging

Abbey, C. K., Nguyen, N. Q., O'Brien, W. D. & Insana, M., Dec 14 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 2306-2309 4 p. 6346424. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

Effects of frequency and bandwidth on diagnostic information transfer in ultrasonic B-Mode imaging

Abbey, C. K., Nguyen, N. Q. & Insana, M. F., Jun 28 2012, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 59, 6, p. 1115-1126 12 p., 6217560.

Research output: Contribution to journalArticle

Frequency, bandwidth, and information transfer in B-mode imaging

Abbey, C. K., Nguyen, N. Q. & Insana, M., May 14 2012, Medical Imaging 2012: Ultrasonic Imaging, Tomography, and Therapy. 83200I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8320).

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

In vivo imaging of dynamic shear modulus of rodent mammary tumors using ultrasound

Wang, Y. & Insana, M., Dec 1 2012, ASME 2012 Summer Bioengineering Conference, SBC 2012. p. 859-860 2 p. (ASME 2012 Summer Bioengineering Conference, SBC 2012).

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

Model-free compression creep methods for differentiation of lesion from background tissue

Nabavizadehrafsanjani, A., Amador, C., Urban, M. W., Alizad, A., Agrawal, O., Greenleaf, J. F., Insana, M. & Fatemi, M., Dec 1 2012, 2012 IEEE International Ultrasonics Symposium, IUS 2012. p. 2533-2535 3 p. 6562517. (IEEE International Ultrasonics Symposium, IUS).

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