Anesthesiology

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2019

1D Convolutional Neural Networks for Estimation of Compensatory Reserve from Blood Pressure Waveforms

Techentin, R. W., Felton, C. L., Schlotman, T. E., Gilbert, B. K., Joyner, M. J., Curry, T. B., Convertino, V. A., Holmes, D. R. & Haider, C. R., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2169-2173 5 p. 8857116. (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

Relationship between very cold outside weather and surgical outcome: Integrating shallow and deep artificial neural nets

Tafti, A. P., Dong, Y., Habermann, E. B., Liu, H. D. & Herasevich, V. D., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1783-1784 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

Stockwell Transform Detector for Photoplethysmography Signal Segmentation

Marks, V. S., Felton, C. L., Techentin, R. W., Gilbert, B. K., Convertino, V. A., Joyner, M. J., Curry, T. B., Holmes, D. R. & Haider, C. R., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1239-1243 5 p. 8645540. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

The value of aggregated high-resolution intraoperative data for predicting post-surgical infectious complications at two independent sites

Tourani, R., Murphree, D. H., Melton-Meaux, G., Wick, E., Kor, D. J. & Simon, G. J., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 398-402 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Trauma care decision support under fire

Nemeth, C., Pickering, B., Amos-Binks, A., Harrison, A., Pinevich, Y., Lowe, R., Rule, G., Laufersweiler, D. & Herasevich, V., Oct 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3705-3709 5 p. 8914242. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

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

2017

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

Multitask LS-Svm for Predicting Bleeding and Re-operation Due to Bleeding

Ngufor, C., Murphree, D. H., Upadhyaya, S., Pathak, J. & Kor, D. J., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Institute of Electrical and Electronics Engineers Inc., p. 56-65 10 p. 8031132

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

The design and development of active compression garments for orthostatic intolerance

Duvall, J., Granberry, R., Dunne, L. E., Holschuh, B., Johnson, C., Kelly, K., Johnson, B. & Joyner, M., Jan 1 2017, Frontiers in Biomedical Devices, BIOMED - 2017 Design of Medical Devices Conference, DMD 2017. American Society of Mechanical Engineers, (Frontiers in Biomedical Devices, BIOMED - 2017 Design of Medical Devices Conference, DMD 2017).

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

8 Scopus citations
2016

A disposable flexible skin patch for clinical optical perfusion monitoring at multiple depths

Farkas, D. L., Kolodziejski, N. J., Stapels, C. J., McAdams, D. R., Fernandez, D. E., Podolsky, M. J., Christian, J. F., Ward, B. B., Vartarian, M., Feinberg, S. E., Lee, S. Y., Parikh, U., Mycek, M. A., Joyner, M. J., Johnson, C. P. & Paradis, N. A., 2016, Optical Diagnostics and Sensing XVI: Toward Point-of-Care Diagnostics. SPIE, Vol. 9715. 97151H

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

4 Scopus citations

Instrument to detect syncope and the onset of shock

McAdams, D. R., Kolodziejski, N. J., Stapels, C. J., Fernandez, D. E., Podolsky, M. J., Farkas, D., Christian, J. F., Joyner, M. J., Johnson, C. P. & Paradis, N. A., 2016, Dynamics and Fluctuations in Biomedical Photonics XIII. SPIE, Vol. 9707. 970706

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

5 Scopus citations
2015

A clinical decision support system for preventing adverse reactions to blood transfusion

Murphree, D. H., Clifford, L., Lin, Y., Madde, N., Ngufor, C., Upadhyaya, S., Pathak, J. & Kor, D. J., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Institute of Electrical and Electronics Engineers Inc., p. 100-104 5 p. 7349680

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

2 Scopus citations

A heterogeneous multi-task learning for predicting RBC transfusion and perioperative outcomes

Ngufor, C., Upadhyaya, S., Murphree, D., Madde, N., Kor, D. J. & Pathak, J., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9105. p. 287-297 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9105).

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

4 Scopus citations

Clinical Decision Support to Implement CYP2D6 Drug-Gene Interaction

Caraballo, P., Parkulo, M., Blair, D., Elliott, M., Schultz, C., Sutton, J., Rao, P., Bruflat, J., Bleimeyer, R., Crooks, J., Gabrielson, D., Nicholson, W., Rohrer Vitek, C., Wix, K., Bielinski, S. J., Pathak, J. & Kullo, I. J., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 216. p. 946 1 p. (Studies in Health Technology and Informatics; vol. 216).

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

2 Scopus citations

Effects of Plasma Transfusion on Perioperative Bleeding Complications: A Machine Learning Approach

Ngufor, C., Murphree, D., Upadhyaya, S., Madde, N., Kor, D. J. & Pathak, J., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 216. p. 721-725 5 p. (Studies in Health Technology and Informatics; vol. 216).

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

3 Scopus citations

Ensemble learning approaches to predicting complications of blood transfusion

Murphree, D., Ngufor, C., Upadhyaya, S., Madde, N., Clifford, L., Kor, D. J. & Pathak, J., 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. 7222-7225 4 p. 7320058

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

8 Scopus citations

Multi-task learning with selective cross-task transfer for predicting bleeding and other important patient outcomes

Ngufor, C., Upadhyaya, S., Murphree, D., Kor, D. J. & Pathak, J., Dec 2 2015, Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015. Institute of Electrical and Electronics Engineers Inc., 7344836

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

4 Scopus citations

Predicting adverse reactions to blood transfusion

Murphree, D. H., Clifford, L., Lin, Y., Madde, N., Ngufor, C., Upadhyaya, S., Pathak, J. & Kor, D. J., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Institute of Electrical and Electronics Engineers Inc., p. 82-89 8 p. 7349678

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

2 Scopus citations
2014

Point-of-care optical tool to detect early stage of hemorrhage and shock

Gurjar, R. S., Riccardi, S. L., Johnson, B. D., Johnson, C. P., Paradis, N. A., Joyner, M. J. & Wolf, D. E., Jan 1 2014, Optical Diagnostics and Sensing XIV: Toward Point-of-Care Diagnostics. SPIE, 89510K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8951).

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

2 Scopus citations
2013

Validation of computerized sniffer for monitoring perioperative normothermia

Giri, J., Li, M., Pickering, B., Subramanian, A., Kor, D. J. & Herasevich, V., Jan 1 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. IOS Press, 1 p. (Studies in Health Technology and Informatics; vol. 192, no. 1-2).

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

4 Scopus citations
2012

Do the carotid bodies modulate hypoglycemic counterregulation and baroreflex control of blood pressure in humans?

Wehrwein, E. A., Curry, T. B., Basu, A., Rizza, R. A., Basu, R. & Joyner, M. J., Dec 7 2012, Arterial Chemoreception: From Molecules to Systems. Nurse, C. A., Peers, C., Gonzalez, C. & Prabhakar, N. R. (eds.). p. 129-135 7 p. (Advances in Experimental Medicine and Biology; vol. 758).

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

6 Scopus citations

Electromyogram-triggered inspiratory event detection algorithm

Dow, D. E., Petrilli, A. M., Mantilla, C. B., Zhan, W. Z. & Sieck, G. C., Dec 1 2012, 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012. p. 789-794 6 p. 6505353. (6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012).

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

4 Scopus citations
2009

Correlation of respiratory activity of contralateral diaphragm muscles for evaluation of recovery following hemiparesis

Dow, D. E., Zhan, W. Z., Sieck, G. C. & Mantilla, C. B., Jan 1 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. IEEE Computer Society, p. 404-407 4 p. 5334892. (Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009).

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

19 Scopus citations
2006

EMG-based detection of inspiration in the rat diaphragm muscle

Dow, D. E., Mantilla, C. B., Zhan, W. Z. & Sieck, G. C., Dec 1 2006, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06. p. 1204-1207 4 p. 4029658. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

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

26 Scopus citations
2002

Rapid semi-automated segmentation and analysis of neuronal morphology and function from confocal image data

Holmes, D. R., Moore, M. J., Mantilla, C. B., Sieck, G. C. & Robb, R. A., Jan 1 2002, 2002 IEEE International Symposium on Biomedical Imaging, ISBI 2002 - Proceedings. IEEE Computer Society, p. 233-236 4 p. 1029236. (Proceedings - International Symposium on Biomedical Imaging; vol. 2002-January).

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

1 Scopus citations
1990

Inhibitory effect of N(G)-monomethyl-L-arginine on endothelium-dependent relaxations to vasopressin

Katusic, Z. S., Moncada, S. & Vanhoutte, P. M., Jan 1 1990, Nitric oxide from L-arginine: a bioregulatory system: proceedings of a Symposium on Biological Importance of Nitric Oxide. ICS897. Moncada, S., Higgs, E. A., Moncada, S. & Higgs, E. A. (eds.). Elsevier Science Publishers B.V., p. 69-72 4 p. (Nitric oxide from L-arginine: a bioregulatory system: proceedings of a Symposium on Biological Importance of Nitric Oxide. ICS897).

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

11 Scopus citations