• 16999 Citations
  • 65 Scopus h-Index
1988 …2021

Research output per year

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Research Output

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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
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. SPIE, Vol. 10572. 105720J

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

Hyperbolic space sparse coding with its application on prediction of Alzheimer’s disease in mild cognitive impairment

Zhang, J., Shi, J., Stonnington, C. M., Li, Q., Gutman, B. A., Chen, K., Reiman, E. M., Caselli, R. J., Thompson, P. M., Ye, J. & Wang, Y., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9900 LNCS. p. 326-334 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9900 LNCS).

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

6 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