Research Output 1980 2019

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Conference contribution
2018

Bi-Threshold frequent subgraph mining for Alzheimer disease risk assessment

Gao, F., Li, J., Wu, T., Chen, K., Liu, X., Baxter, L. & Caselli, R. J., Jan 1 2018, Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications. SPIE, Vol. 10579. 105790C

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

risk assessment
Risk assessment
Brain
Alzheimer Disease
thresholds

Hippocampus morphometry study on pathology-confirmed Alzheimer's disease patients with surface multivariate morphometry statistics

Wu, J., Zhang, J., Shi, J., Chen, K., Caselli, R. J., Reiman, E. M. & Wang, Y., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April. p. 1555-1559 5 p.

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

Pathology
Hippocampus
Alzheimer Disease
Statistics
Brain

Isometry Invariant Shape Descriptors for Abnormality Detection on Brain Surfaces Affected by Alzheimer's Disease

Tu, Y., Wen, C., Zhang, W., Wu, J., Zhang, J., Chen, K., Caselli, R. J., Reiman, E. M. & Wang, Y., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 4627-4631 5 p. 8513129

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

Brain
Alzheimer Disease
Biomarkers
Imaging techniques
Amyloid
1 Citation (Scopus)

Multi-task sparse screening for predicting future clinical scores using longitudinal cortical thickness measures

Zhang, J., Tu, Y., Li, Q., Caselli, R. J., Thompson, P. M., Ye, J. & Wang, Y., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April. p. 1406-1410 5 p.

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

Alzheimer Disease
Screening
Neuroimaging
Magnetic resonance
Glossaries

Predicting postoperative delirium in patients undergoing deep hypothermia circulatory arrest

Ma, O., Dutta, A., Bliss, D. W. & Crepeau, A. Z., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 1313-1317 5 p. 8335566

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

hypothermia
Hypothermia
electroencephalography
Electroencephalography
surgery
2017
2 Citations (Scopus)

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. SPIE, Vol. 10572. 105720J

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

Positron Emission Tomography
Positron emission tomography
Alzheimer's Disease
learning
positrons
1 Citation (Scopus)

Multi-source multi-target dictionary learning for prediction of cognitive decline

Zhang, J., Li, Q., Caselli, R. J., Thompson, P. M., Ye, J. & Wang, Y., 2017, Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Proceedings. Springer Verlag, Vol. 10265 LNCS. p. 184-197 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10265 LNCS).

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

Glossaries
Target
Alzheimer's Disease
Prediction
Learning algorithms
2016
3 Citations (Scopus)

Automatic prediction of linguistic decline in writings of subjects with degenerative dementia

Davy, W., Travis, J. A., Laura, W., Dueck, A., Locke, D. E., Caselli, R. J. & Graciela, G., 2016, 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1198-1207 10 p.

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

dementia
Linguistics
linguistics
Deterioration
Classifiers
1 Citation (Scopus)

Morphometric analysis of hippocampus and lateral ventricle reveals regional difference between cognitively stable and declining persons

Zhang, W., Shi, J., Stonnington, C. M., Bauer, R. J., Gutman, B. A., Chen, K., Thompson, P. M., Reiman, E. M., Caselli, R. J. & Wang, Y., Jun 15 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, Vol. 2016-June. p. 14-18 5 p. 7493200

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

Lateral Ventricles
Hippocampus
Alzheimer Disease
Biomarkers
Neuroimaging
2014
1 Citation (Scopus)

Detecting neuropathy using measures of motor unit activation extracted from standard concentric needle electromyographic signals

Abdelmaseeh, M., Smith, B. & Stashuk, D., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 4066-4070 5 p. 6944517

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

Needles
Motor Neurons
Chemical activation
Muscles
Muscle
2013
6 Citations (Scopus)

Frequency-based connectivity analysis of interictal iEEG to localize the epileptogenic focus

Vlachos, I., Krishnan, B., Sirven, J., Noe, K., Drazkowski, J. & Iasemidis, L., 2013, Proceedings - 29th Southern Biomedical Engineering Conference, SBEC 2013. p. 163-164 2 p. 6525727

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

Brain
Surgery
Refractory materials
Statistics
Processing
7 Citations (Scopus)

Generative multiple-instance learning models for quantitative electromyography

Adel, T., Urner, R., Smith, B., Stashuk, D. & Lizotte, D. J., 2013, Uncertainty in Artificial Intelligence - Proceedings of the 29th Conference, UAI 2013. p. 2-11 10 p.

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

Electromyography
Muscle
Model structures
Labels
2012

Muscle categorization using PDF estimation and Naive Bayes classification

Adel, T. M., Smith, B. E. & Stashuk, D. W., 2012, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 2619-2622 4 p. 6346501

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

Probability density function
Muscle
Muscles
Normal distribution
Neuromuscular Diseases
1 Citation (Scopus)

Muscle categorization using quantitative needle electromyography: A 2-stage Gaussian mixture model based approach

Abdelmaseeh, M., Poupart, P., Smith, B. & Stashuk, D., 2012, Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012. Vol. 1. p. 548-553 6 p. 6406621

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

Electromyography
Needles
Muscle
Disease
decision structure
2011
1 Citation (Scopus)

Lack of resetting of brain dynamics following psychogenic non-epileptic seizures

Faith, A., Krishnan, B., Roth, A., Kondylis, E., Williams, K., Sirven, J. & Iasemidis, L., 2011, Proceedings of the IASTED International Symposia on Imaging and Signal Processing in Healthcare and Technology, ISPHT 2011. p. 116-122 7 p.

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

seizure
Brain
brain
Seizures
lack

Strength and topography of synchronization of EEG dynamics during sleep in patientswith epilepsy

Krishnan, B., Nair, G., Faith, A., Roth, A., Kondylis, E., Williams, K., Tapsell, L., Sirven, J. & Iasemidis, L., 2011, Proceedings of the IASTED International Symposia on Imaging and Signal Processing in Healthcare and Technology, ISPHT 2011. p. 83-89 7 p.

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

epilepsy
sleep
Topography
Epilepsy
Synchronization
2010
1 Citation (Scopus)

Identification of sensitive gait parameters responsive to treatment in MS patients

He, J., Zhang, J., Qian, G. & Wingerchuk, D. M., 2010, 2010 IEEE/ICME International Conference on Complex Medical Engineering, CME2010. p. 306-310 5 p. 5558823

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

Gait
Monitoring
Kinematics
Kinetics
Communication
1 Citation (Scopus)

ResolutionMD mobile: Delivering advanced visualization and interactive video to wireless devices for acute telemedicine

Hargreaves, J. J., Cabral, K. M., Demaerschalk, B. M., Vargas, J. & Channer, D., 2010, Proceedings - Wireless Health 2010, WH'10. p. 202-203 2 p.

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

Telemedicine
Vulnerable Populations
Security of data
Wireless networks
Servers