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2017

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

Data-driven longitudinal modeling and prediction of symptom dynamics in major depressive disorder: Integrating factor graphs and learning methods

Athreya, A. P., Banerjee, S. S., Neavin, D., Kaddurah-Daouk, R., Rush, A. J., Frye, M. A., Wang, L. M., Weinshilboum, R. M., Bobo, W. V. & Iyer, R. K., Oct 4 2017, 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2017. Institute of Electrical and Electronics Engineers Inc., 8058559

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

2 Scopus citations

Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images

Ehteshami Bejnordi, B., Lin, J., Glass, B., Mullooly, M., Gierach, G. L., Sherman, M. E., Karssemeijer, N., Van Der Laak, J. & Beck, A. H., Jun 15 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 929-932 4 p. 7950668

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

14 Scopus citations

Deep-learning-based classification of FDG-PET data for Alzheimer's disease categories

Singh, S., Srivastava, A., Mi, L., Caselli, R. J., Chen, K., Goradia, D., Reiman, E. M. & Wang, Y., Jan 1 2017, 13th International Conference on Medical Information Processing and Analysis. Lepore, N., Brieva, J., Garcia, J. D. & Romero, E. (eds.). SPIE, 105720J. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10572).

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

8 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

1 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, 8092620

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

Dependency and AMR embeddings for drug-drug interaction extraction from biomedical literature

Wang, Y., Wang, L., Liu, S., Shen, F., Liu, H., Rastegar-Mojarad, M. & Liu, F., Aug 20 2017, ACM-BCB 2017 - Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 36-43 8 p. (ACM-BCB 2017 - Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

10 Scopus citations

Detecting drinking-related contents on social media by classifying heterogeneous data types

ElTayeby, O., Eaglin, T., Abdullah, M., Burlinson, D., Dou, W. & Yao, L., Jan 1 2017, Advances in Artificial Intelligence: From Theory to Practice - 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017, Proceedings. Ali, M., Benferhat, S. & Tabia, K. (eds.). Springer Verlag, p. 364-373 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10351 LNCS).

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

3 Scopus citations

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

Detection of norepinephrine in whole blood via fast scan cyclic voltammetry

Nicolai, E. N., Trevathan, J. K., Ross, E. K., Lujan, J., Blaha, C. D., Bennet, K. E., Lee, K. H. & Ludwig, K. A., Jul 19 2017, 2017 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 111-116 6 p. 7985859

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

2 Scopus citations

DIR-A semantic information resource for healthcare datasets

Shi, J., Zheng, M., Yao, L. & Ge, Y., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Yoo, I., Zheng, J. H., Gong, Y., Hu, X. T., Shyu, C-R., Bromberg, Y., Gao, J. & Korkin, D. (eds.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 805-810 6 p.

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

2 Scopus citations

DOCtimer: A timing and event recording tool for direct observational research

Nolan, M. E., Pickering, B. W. & Herasevich, V. D., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, Vol. 245. 1 p. (Studies in Health Technology and Informatics; vol. 245).

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

Do trauma activations affect interruptions in the emergency department?

Forsyth, K. L., Hawthorne, H. J., Linden, A. R., El-Sherif, N., Varghese, R. S., Hallbeck, S. & Blocker, R., Jan 1 2017, Proceedings of the Human Factors and Ergonomics Society 2017 International Annual Meeting, HFES 2017. Human Factors an Ergonomics Society Inc., Vol. 2017-October. p. 643-647 5 p.

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

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

Efficient implementation of Stockwell Transform for real-time embedded processing of physiologic signals

Holmes III, D. R., Pinto, S. C., Felton, C., Smital, L., Leinveber, P., Jurak, P., Gilbert, B. K. & Haider, C. R., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2598-2601 4 p. 8037389

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

4 Scopus citations

Estimating disease burden using google trends and Wikipedia data

Qiu, R., Hadzikadic, M. & Yao, L., Jan 1 2017, Advances in Artificial Intelligence: From Theory to Practice - 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017, Proceedings. Ali, M., Benferhat, S. & Tabia, K. (eds.). Springer Verlag, p. 374-385 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10351 LNCS).

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

1 Scopus citations

Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks

Oh, W., Yadav, P., Kumar, V., Caraballo, P. J., Castro, M. R., Steinbach, M. S. & Simon, G. J., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Cummins, M., Facelli, J., Meixner, G., Giraud-Carrier, C. & Nakajima, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 374-379 6 p. 8031177. (Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017).

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

1 Scopus citations

Evaluation of the feasibility of measuring the fourth-order nonlinear parameter D in Ex vivo kidneys

Bayter, T. E., Aristizabal, S. & Urban, M. W., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092478

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

Evaluation of the nonlinear modulus in renal transplant patients using progressive and regressive compression and shear wave measurements

Aristizabal, S., Carrascal, C. A., Bayter, T. E., Greenleaf, J. F. & Urban, M. W., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092912

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

Experimental validation of an optofluidic platform for microbial single cell isolation and whole genome amplification for human microbiome applications

Liu, Y., Jeraldo, P., McDonough, S., Jen, J., Patel, R., Walther-Antonio, M., Lambert, C. & Gale, B., Jul 19 2017, 2017 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 62-66 5 p. 7985850

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

Exploiting HPO to predict a ranked list of phenotype categories for livertox case reports

Overby, C. L., Raschid, L. & Liu, H. D., 2017, Data Management and Analytics for Medicine and Healthcare - 2nd International Workshop, DMAH 2016 Held at VLDB 2016, Revised Selected Papers. Springer Verlag, Vol. 10186 LNCS. p. 3-9 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10186 LNCS).

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

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

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., Vol. 2017-January. p. 4761-4772 12 p.

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

94 Scopus citations

Finite element models of wave propagation in embedded vessels with simulated plaques

Urban, M. W., Carlson, K. & Dragomir Daescu, M. D., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092058

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

Glucose sensing with graphene varactors

Zhang, Y., Ma, R., Kudva, Y. C., Buhlmann, P. & Koester, S., Jan 5 2017, IEEE Sensors, SENSORS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7808854

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

Harnessing big data for precision medicine: Infrastructures and applications

Yu, K. H., Hart, S., Goldfeder, R., Zhang, Q. C., Parker, S. C. J. & Snyder, M., Jan 1 2017, PACIFIC SYMPOSIUM ON BIOCOMPUTING 2017. Altman, R. B., Murray, T., Klein, T. E., Dunker, A. K., Ritchie, M. D. & Hunter, L. (eds.). 212679 ed. World Scientific Publishing Co. Pte Ltd, p. 635-639 5 p.

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

2 Scopus citations

High performance computing (HPC) 3 dimensional integrated (3DI) thermal test vehicle validation effort

Polzer, S., Wilkins, W., Prairie, J., Gilbert, B. K. & Haider, C. R., Apr 11 2017, 33rd Annual Semiconductor Thermal Measurement and Management Symposium, SEMI-THERM 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 213-220 8 p. 7896933

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

Human factors applications to mitigate design limitations of a wearable telemedicine heart rate monitor

Lowndes, B., Finnie, D., Hathaway, J., Ridgeway, J., Vickers-Douglas, K., Bruce, C. J. & Hallbeck, S., 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

Human factors in the wild: SOLUTIONS for mitigating the negative impact of interruptions in healthcare (Discussion Panel)

Xiao, Y., Rivera, A. J., Probst, C. A., Blocker, R., Wolf, L. & Kellogg, K. M., Jan 1 2017, Proceedings of the Human Factors and Ergonomics Society 2017 International Annual Meeting, HFES 2017. Human Factors an Ergonomics Society Inc., p. 630-634 5 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 2017-October).

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

Identifying factors influencing patient alone time at the emergency department using RFID data: What is next?

Arunachalam, S. P., Sir, M., Marisamy, G., Sadosty, A., Nestler, D., Hellmich, T. & Pasupathy, K. S., Apr 11 2017, 2017 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2017. Institute of Electrical and Electronics Engineers Inc., p. 225-228 4 p. 7897246

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

3 Scopus citations

Identifying serendipitous drug usages in patient forum data a feasibility study

Ru, B., Warner-Hillard, C., Ge, Y. & Yao, L., Jan 1 2017, HEALTHINF 2017 - 10th International Conference on Health Informatics, Proceedings; Part of 10th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2017. Gamboa, H., Fred, A., van den Broek, E. L. & Vaz, M. (eds.). SciTePress, Vol. 5. p. 106-118 13 p.

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

4 Scopus citations

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

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 tendon tracking using singular value decomposition clutter suppression

Bandaru, R. S., Evers, S., Selles, R. W., Thoreson, A. R., Amadio, P. C., Hovius, S. E. & Bosch, J. G., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8091977

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

1 Scopus citations

Improved tendon tracking using singular value decomposition clutter suppression

Bandaru, R. S., Evers, S., Selles, R. W., Thoreson, A. R., Amadio, P. C. & Bosch, J. G., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8091643

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

Improving instructions to stop the bleed

Forsyth, K. L., Lowndes, B. R., Prytz, E., Jonson, C. O., Sztajnkrycer, M. D., Heller, S. F., Hallbeck, S. & Blocker, R., Jan 1 2017, Proceedings of the Human Factors and Ergonomics Society 2017 International Annual Meeting, HFES 2017. Human Factors an Ergonomics Society Inc., Vol. 2017-October. p. 588-592 5 p.

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

2 Scopus citations

Improving workload management for reducing readmissions and follow-up visits in outpatient practice using a novel application - Cohort Knowledge Solutions (CKS)

Sundaram, D. S. B., Arunachalam, S. P., Berg, T. M., Devens, C. M., Bicknese, L. L., Thattil, B. A., Ramu, P. K. & Chaudhry, R., Sep 27 2017, 2017 IEEE International Conference on Electro Information Technology, EIT 2017. IEEE Computer Society, p. 134-137 4 p. 8053344

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

Integration of Accountable Care Organization and Additional Hospital Data into CMS Referral Analytics System

Ru, B., Wu, Q., Wang, X., Yao, L. & Jia, Y., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Cummins, M., Facelli, J., Meixner, G., Giraud-Carrier, C. & Nakajima, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 357-361 5 p. 8031174

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

Integration of myocardial scar identified by preoperative delayed contrast-enhanced MRI into a high-resolution mapping system for planning and guidance of VT ablation procedures

Rettmann, M. E., Suzuki, A., Wang, S., Pottinger, N., Arter, J., Netzer, A., Parker, K., Viker, K. & Packer, D. L., Jan 1 2017, Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and Modeling. Webster, R. J. & Fei, B. (eds.). SPIE, 101351P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10135).

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

Inter-ictal Seizure Onset Zone localization using unsupervised clustering and Bayesian Filtering

Varatharajah, Y., Berry, B. M., Kalbarczyk, Z. T., Brinkmann, B., Worrell, G. A. & Iyer, R. K., Aug 10 2017, 8th International IEEE EMBS Conference on Neural Engineering, NER 2017. IEEE Computer Society, p. 533-539 7 p. 8008407

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

3 Scopus citations

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

Iterative implementation of a remote cardiac patient monitoring device using qualitative analysis and human factors engineering

Lowndes, B. R., Finnie, D., Hathaway, J., Ridgeway, J. L., Vickers-Douglas, K., Bruce, C. J. & Hallbeck, S., Jan 1 2017, Proceedings of the Human Factors and Ergonomics Society 2017 International Annual Meeting, HFES 2017. Human Factors an Ergonomics Society Inc., Vol. 2017-October. p. 1081-1085 5 p.

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

1 Scopus citations

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

Life-iNet: A structured network-based knowledge exploration and analytics system for life sciences

Ren, X., Shen, J., Qu, M., Wang, X., Wu, Z., Zhu, Q., Jiang, M., Tao, F., Sinha, S., Liem, D., Ping, P., Weinshilboum, R. M. & Han, J., Jan 1 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of System Demonstrations. Association for Computational Linguistics (ACL), p. 55-60 6 p.

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

3 Scopus citations

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

Measurement of carotid artery viscoelasticity in young and older individuals using acoustic radiation force-induced waves and Fourier analysis

Urban, M. W., Guddati, M., Aquino, W. & Greenleaf, J. F., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092402

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

Medical concept intersection between outside medical records and consultant notes: A case study in transferred cardiovascular patients

Moon, S., Liu, S., Kingsbury, P., Chen, D., Wang, Y., Shen, F., Chaudhry, R. & Liu, H. D., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1495-1500 6 p.

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

2 Scopus citations

Multifunctional system for observing, measuring and analyzing stimulation-evoked neurochemical signaling

Kimble, C. J., Boesche, J. B., Eaker, D. R., Kressin, K. R., McIntosh, M. B., Lujan, J., Trevathan, J. K., Paek, S. & Asp, A. J., Jul 19 2017, 2017 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 349-354 6 p. 7985901

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