Cardiovascular Diseases

Research Output

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Conference contribution
2017

Multiscale frequency technique robustly discriminates normal sinus rhythm and atrial fibrillation on a single lead electrocardiogram

Arunachalam, S. P., Annoni, E. M., Kapa, S., Mulpuru, S., Friedman, P. A. & Tolkacheva, E. G., 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

2 Scopus citations

Robust discrimination of normal sinus rhythm and atrial fibrillation on ECG using a multiscale frequency technique

Arunachalam, S. P., Annoni, E. M., Kapa, S., Mulpuru, S., Friedman, P. A. & Tolkacheva, E. G., Jan 1 2017, Frontiers in Biomedical Devices, BIOMED - 2017 Design of Medical Devices Conference, DMD 2017. American Society of Mechanical Engineers

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

3 Scopus citations

Rotor pivot point identification using recurrence period density entropy

Arunachalam, S. P., Kapa, S., Mulpuru, S., Friedman, P. A. & Tolkacheva, E. G., 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

2 Scopus citations
2016

Automating carotid intima-media thickness video interpretation with convolutional neural networks

Shin, J. Y., Tajbakhsh, N., Todd Hurst, R., Kendall, C. B. & Liang, J., 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, Vol. 2016-January. p. 2526-2535 10 p.

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

20 Scopus citations

Intelligent fractional-order PID (FOPID) heart rate controller for cardiac pacemaker

Arunachalam, S. P., Kapa, S., Mulpuru, S., Friedman, P. A. & Tolkacheva, E. G., Dec 27 2016, 2016 IEEE Healthcare Innovation Point-of-Care Technologies Conference, HI-POCT 2016. Institute of Electrical and Electronics Engineers Inc., p. 105-108 4 p. 7797708

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

7 Scopus citations

Kurtosis as a statistical approach to identify the pivot point of the rotor

Arunachalam, S. P., Annoni, E. M., Mulpuru, S., Friedman, P. A. & Tolkacheva, E. G., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 497-500 4 p. 7590748

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

1 Scopus citations

Rotor pivot point identification with intrinsic mode function complexity index using empirical mode decomposition

Arunachalam, S. P., Mulpuru, S., Friedman, P. A. & Tolkacheva, E. G., Jul 8 2016, 2016 IEEE EMBS International Student Conference: Expanding the Boundaries of Biomedical Engineering and Healthcare, ISC 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7508597

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

1 Scopus citations
2015

Feasibility of visualizing higher regions of Shannon entropy in atrial fibrillation patients

Arunachalam, S. P., Mulpuru, S., Friedman, P. A. & Tolkacheva, E. G., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 4499-4502 4 p. 7319394

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

12 Scopus citations
2014

3D reconstruction of the left ventricle from four echocardiographic projections

Rajan, N. K., Song, Z., Hoffmann, K. R., Belohlavek, M., McMahon, E. M. & Borazjani, I., 2014, 34th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), Vol. 1A.

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

1 Scopus citations

ECG-based frame selection and curvature-based ROI detection for measuring carotid intima-media thickness

Sharma, H., Golla, R. G., Zhang, Y., Kendall, C. B., Hurst, R. T., Tajbakhsh, N. & Liang, J., Jan 1 2014, Medical Imaging 2014: Ultrasonic Imaging and Tomography. SPIE, 904016. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9040).

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

3 Scopus citations
2012

Shape-based analysis of right ventricular dysfunction associated with acute pulmonary embolism

Tajbakhsh, N., Xue, W., Wu, H., Liang, J., McMahon, E. M. & Belohlavek, M., May 14 2012, Medical Imaging 2012: Biomedical Applications in Molecular, Structural, and Functional Imaging. 83170G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8317).

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

2011

A user friendly system for ultrasound carotid intima-media thickness image interpretation

Zhu, X., Kendall, C. B., Hurst, R. T. & Liang, J., Jun 8 2011, Medical Imaging 2011: Ultrasonic Imaging, Tomography, and Therapy. 79681G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7968).

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

3 Scopus citations
2007

Spectral analysis of heart sounds associated with coronary occlusions

Gauthier, D., Akay, Y. M., Paden, R. G., Pavliecek, W., Fortuin, F. D., Sweeney, J. K., Lee, R. W. & Akay, M., Jan 1 2007, 6th International Special Topic Conference on ITAB, 2007. Institute of Electrical and Electronics Engineers Inc., p. 49-52 4 p. 4407421. (Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB).

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

24 Scopus citations
2005

Neural network and principal component analyses of highly variable myocardial mechanical waveforms derived from echocardiographic ultrasound images

McMahon, E. M., Korinek, J., Zhang, H., Sonka, M., Manduca, A. & Belohlavek, M., Dec 1 2005, Proceedings of the International Joint Conference on Neural Networks, IJCNN 2005. p. 3017-3022 6 p. 1556406. (Proceedings of the International Joint Conference on Neural Networks; vol. 5).

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

1 Scopus citations
2004

Quantitation of regional myocardial function during short-lived events with ultrasound imaging

McMahon, E. M., Wang, J., Korinek, J., Urheim, S. & Belohlavek, M., Dec 1 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano. p. 508-511 4 p. (2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano; vol. 1).

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

1 Scopus citations

Spectral compensation for tissue attenuation and transmit intensity in ultrasonic detection of microbubbles by harmonic method

Chen, S., Fatemi, M., McMahon, E., Greenleaf, J. F. & Belohlavek, M., Dec 1 2004, Proceedings - 2004 IEEE Ultrasonics Symposium: A Conference of the IEEE International Ultrasonics, Ferroelectrics, and Frequency Control Society, UFFC-S. Yuhas, M. P. (ed.). p. 982-985 4 p. U1-I-2. (Proceedings - IEEE Ultrasonics Symposium; vol. 2).

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

3 Scopus citations
2002

Ultrasound propagation model for attenuation reduction and cardiac contrast perfusion visualization

Belohlavek, M., Asanuma, T., Kierulf, T., Fatemi, M. & Greenleaf, J. F., Jan 1 2002, 2002 IEEE International Symposium on Biomedical Imaging, ISBI 2002 - Proceedings. IEEE Computer Society, p. 445-448 4 p. 1029290. (Proceedings - International Symposium on Biomedical Imaging; vol. 2002-January).

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

2 Scopus citations
1996

Image analysis using modified self-organizing maps: Automated delineation of the left ventricular cavity boundary in serial echocardiograms

Belohlavek, M., Manduca, A., Behrenbeck, T., Seward, J. B. & Greenleaf, J. F., 1996, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 1131. p. 247-252 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1131).

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

7 Scopus citations
1992

Multidimensional ultrasonic visualization in cardiology

Belohlavek, M., Dutt, V., Greenleaf, J. F., Foley, D. A., Gerber, T. C. & Seward, J. B., Jan 1 1992, 1992 Ultrasonics Symposium Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1137-1145 9 p. 275998. (Proceedings - IEEE Ultrasonics Symposium; vol. 1992-October).

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

6 Scopus citations