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2019

Multi-task Dictionary Learning Based on Convolutional Neural Networks for Longitudinal Clinical Score Predictions in Alzheimer’s Disease

for the Alzheimer’s Disease Neuroimaging Initiative, Jan 1 2019, Human Brain and Artificial Intelligence - 1st International Workshop, HBAI 2019, held in Conjunction with IJCAI 2019, Revised Selected Papers. Zeng, A., Pan, D., Hao, T., Zhang, D., Shi, Y. & Song, X. (eds.). Springer, p. 21-35 15 p. (Communications in Computer and Information Science; vol. 1072).

Research output: Chapter in Book/Report/Conference proceedingConference 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

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

1 Scopus citations

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

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

2 Scopus citations

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

2017

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

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

3 Scopus citations
2016

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

3 Scopus citations

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

1 Scopus citations
2014

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

1 Scopus citations
2013

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

Vlachos, I., Krishnan, B., Sirven, J., Noe, K., Drazkowski, J. & Iasemidis, L., Aug 5 2013, Proceedings - 29th Southern Biomedical Engineering Conference, SBEC 2013. p. 163-164 2 p. 6525727. (Proceedings - 29th Southern Biomedical Engineering Conference, SBEC 2013).

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

6 Scopus citations

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

7 Scopus citations
2012

Muscle categorization using PDF estimation and Naive Bayes classification

Adel, T. M., Smith, B. E. & Stashuk, D. W., Dec 14 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 2619-2622 4 p. 6346501. (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

4 Scopus citations

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

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

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

1 Scopus citations
2011

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., Sep 2 2011, Proceedings of the IASTED International Symposia on Imaging and Signal Processing in Healthcare and Technology, ISPHT 2011. p. 116-122 7 p. (Proceedings of the IASTED International Symposia on Imaging and Signal Processing in Healthcare and Technology, ISPHT 2011).

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

1 Scopus citations

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., Sep 2 2011, Proceedings of the IASTED International Symposia on Imaging and Signal Processing in Healthcare and Technology, ISPHT 2011. p. 83-89 7 p. (Proceedings of the IASTED International Symposia on Imaging and Signal Processing in Healthcare and Technology, ISPHT 2011).

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

2010

Identification of sensitive gait parameters responsive to treatment in MS patients

He, J., Zhang, J. Q., Qian, G. & Wingerchuk, D., Oct 15 2010, 2010 IEEE/ICME International Conference on Complex Medical Engineering, CME2010. p. 306-310 5 p. 5558823. (2010 IEEE/ICME International Conference on Complex Medical Engineering, CME2010).

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

1 Scopus citations

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., Dec 1 2010, Proceedings - Wireless Health 2010, WH'10. p. 202-203 2 p. (Proceedings - Wireless Health 2010, WH'10).

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

1 Scopus citations