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  • Yalin Wang

Feature selective temporal prediction of Alzheimer's disease progression using hippocampus surface morphometry

Tsao, S., Gajawelli, N., Zhou, J., Shi, J., Ye, J., Wang, Y. & Leporé, N., Jul 2017, In : Brain and Behavior. 7, 7, e00733.

Research output: Contribution to journalArticle

8 Scopus citations

FGWAS: Functional genome wide association analysis

the Alzheimer's Disease Neuroimaging Initiative, Oct 1 2017, In : NeuroImage. 159, p. 107-121 15 p.

Research output: Contribution to journalArticle

13 Scopus citations

Functional and structural differences in the hippocampus associated with memory deficits in adult survivors of acute lymphoblastic leukemia

Monje, M., Thomason, M. E., Rigolo, L., Wang, Y., Waber, D. P., Sallan, S. E. & Golby, A. J., Feb 2013, In : Pediatric Blood and Cancer. 60, 2, p. 293-300 8 p.

Research output: Contribution to journalArticle

32 Scopus citations

Genetic influence of apolipoprotein E4 genotype on hippocampal morphometry: An N = 725 surface-based Alzheimer's disease neuroimaging initiative study

Shi, J., Leporé, N., Gutman, B. A., Thompson, P. M., Baxter, L. C., Caselli, R. J. & Wang, Y., Aug 2014, In : Human Brain Mapping. 35, 8, p. 3903-3918 16 p.

Research output: Contribution to journalArticle

37 Scopus citations

Geometric Brain Surface Network for Brain Cortical Parcellation

Zhang, W. & Wang, Y., Jan 1 2019, Graph Learning in Medical Imaging - 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Springer, p. 120-129 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 LNCS).

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

Global and regional alterations of hippocampal anatomy in long-term meditation practitioners

Luders, E., Thompson, P. M., Kurth, F., Hong, J. Y., Phillips, O. R., Wang, Y., Gutman, B. A., Chou, Y. Y., Narr, K. L. & Toga, A. W., Dec 2013, In : Human Brain Mapping. 34, 12, p. 3369-3375 7 p.

Research output: Contribution to journalArticle

60 Scopus citations

Hippocampal structure and human cognition: Key role of spatial processing and evidence supporting the efficiency hypothesis in females

Colom, R., Stein, J. L., Rajagopalan, P., Martínez, K., Hermel, D., Wang, Y., Álvarez-Linera, J., Burgaleta, M., Quiroga, M. Á., Shih, P. C. & Thompson, P. M., Mar 2013, In : Intelligence. 41, 2, p. 129-140 12 p.

Research output: Contribution to journalArticle

28 Scopus citations

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, p. 1555-1559 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

3 Scopus citations

Human brain mapping with conformal geometry and multivariate tensor-based morphometry

Shi, J., Thompson, P. M. & Wang, Y., Oct 11 2011, Multimodal Brain Image Analysis - First International Workshop, MBIA 2011, Held in Conjunction with MICCAI 2011, Proceedings. p. 126-134 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7012 LNCS).

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

Hyperbolic harmonic brain surface registration with curvature-based landmark matching

Shi, R., Zeng, W., Su, Z., Wang, Y., Damasio, H., Lu, Z., Yau, S. T. & Gu, X., 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7917 LNCS. p. 159-170 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7917 LNCS).

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

Hyperbolic harmonic brain surface registration with curvature-based landmark matching.

Shi, R., Zeng, W., Su, Z., Wang, Y., Damasio, H., Lu, Z., Yau, S. T. & Gu, X., 2013, In : Information processing in medical imaging : proceedings of the ... conference. 23, p. 159-170 12 p.

Research output: Contribution to journalArticle

2 Scopus citations

Hyperbolic harmonic mapping for constrained brain surface registration

Shi, R., Zeng, W., Su, Z., Damasio, H., Lu, Z., Wang, Y., Yau, S. T. & Gu, X., 2013, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2531-2538 8 p. 6619171

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

17 Scopus citations

Hyperbolic Harmonic Mapping for Surface Registration

Shi, R., Zeng, W., Su, Z., Jiang, J., Damasio, H., Lu, Z., Wang, Y., Yau, S. T. & Gu, X., May 1 2017, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 5, p. 965-980 16 p., 7469384.

Research output: Contribution to journalArticle

11 Scopus citations

Hyperbolic Ricci flow and its application in studying lateral ventricle morphometry

Shi, J., Thompson, P. M. & Wang, Y., Nov 6 2012, Multimodal Brain Image Analysis - Second International Workshop, MBIA 2012, Held in Conjunction with MICCAI 2012, Proceedings. p. 61-76 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7509 LNCS).

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

2 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., Li, Q., Gutman, B. A., Chen, K., Reiman, E. M., Caselli, R., Thompson, P. M., Ye, J. & Wang, Y., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Unal, G., Sabuncu, M. R., Wells, W., Ourselin, S. & Joskowicz, L. (eds.). Springer Verlag, 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

7 Scopus citations

Hyperbolic Wasserstein Distance for Shape Indexing

Shi, J. & Wang, Y., Jun 1 2020, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 6, p. 1362-1376 15 p., 8637773.

Research output: Contribution to journalArticle

Impact of Early and Late Visual Deprivation on the Structure of the Corpus Callosum: A Study Combining Thickness Profile with Surface Tensor-Based Morphometry

Shi, J., Collignon, O., Xu, L., Wang, G., Kang, Y., Leporé, F., Lao, Y., Joshi, A. A., Leporé, N. & Wang, Y., Jul 17 2015, In : Neuroinformatics. 13, 3, p. 321-336 16 p.

Research output: Contribution to journalArticle

10 Scopus citations

Influence of APOE genotype on hippocampal atrophy over time - An N=1925 surface-based ADNI study

Li, B., Shi, J., Gutman, B. A., Baxter, L. C., Thompson, P. M., Caselli, R. J. & Wang, Y., Apr 2016, In : PloS one. 11, 4, e0152901.

Research output: Contribution to journalArticle

21 Scopus citations

Integrating Convolutional Neural Networks and Multi-Task Dictionary Learning for Cognitive Decline Prediction with Longitudinal Images

Alzheimer’s disease neuroimaging initiative, 2020, In : Journal of Alzheimer's disease : JAD. 75, 3, p. 971-992 22 p.

Research output: Contribution to journalArticle

1 Scopus citations

Intrinsic 3D Dynamic Surface Tracking based on Dynamic Ricci Flow and Teichmüller Map

Yu, X., Lei, N., Wang, Y. & Gu, X., Dec 22 2017, Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers Inc., p. 5400-5408 9 p. 8237838. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2017-October).

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

3 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., p. 4627-4631 5 p. 8513129. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

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

1 Scopus citations

Large-scale collaborative imaging genetics studies of risk genetic factors for Alzheimer’s disease across multiple institutions

Li, Q., Yang, T., Zhan, L., Hibar, D. P., Jahanshad, N., Wang, Y., Ye, J., Thompson, P. M. & Wang, J., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9900 LNCS. p. 335-343 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

1 Scopus citations

Mapping abnormal subcortical brain morphometry in an elderly HIV+ cohort

Wade, B. S. C., Valcour, V. G., Wendelken-Riegelhaupt, L., Esmaeili-Firidouni, P., Joshi, S. H., Wang, Y. & Thompson, P. M., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 971-975 5 p. 7164033. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

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

2 Scopus citations

Mapping the basal ganglia alterations in children chronically exposed to manganese

Lao, Y., Dion, L. A., Gilbert, G., Bouchard, M. F., Rocha, G., Wang, Y., Leporé, N. & Saint-Amour, D., Feb 3 2017, In : Scientific reports. 7, 41804.

Research output: Contribution to journalArticle

13 Scopus citations

Maximizing power to track Alzheimer's disease and MCI progression by LDA-based weighting of longitudinal ventricular surface features

Gutman, B. A., Hua, X., Rajagopalan, P., Chou, Y. Y., Wang, Y., Yanovsky, I., Toga, A. W., Jack, C. R., Weiner, M. W. & Thompson, P. M., Apr 15 2013, In : NeuroImage. 70, p. 386-401 16 p.

Research output: Contribution to journalArticle

46 Scopus citations

Medial demons registration localizes the degree of genetic influence over subcortical shape variability: An N= 1480 meta-analysis

Gutman, B. A., Jahanshad, N., Ching, C. R. K., Wang, Y., Kochunov, P. V., Nichols, T. E. & Thompson, P. M., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 1402-1406 5 p. 7164138. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

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

17 Scopus citations

Modeling dynamic cellular morphology in images

An, X., Liu, Z., Shi, Y., Li, N., Wang, Y. & Joshi, S. H., Jan 1 2012, Medical Image Computing and Computer-Assisted Intervention, MICCAI2012 - 15th International Conference, Proceedings. Ayache, N., Delingette, H., Golland, P. & Mori, K. (eds.). Springer Verlag, p. 340-347 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7510 LNCS).

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

Open Access
16 Scopus citations

Morphological changes in subregions of hippocampus and amygdala in major depressive disorder patients

Yao, Z., Fu, Y., Wu, J., Zhang, W., Yu, Y., Zhang, Z., Wu, X., Wang, Y. & Hu, B., Jun 1 2020, In : Brain Imaging and Behavior. 14, 3, p. 653-667 15 p.

Research output: Contribution to journalArticle

4 Scopus citations

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

Zhang, W., Shi, J., Stonnington, C., 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, p. 14-18 5 p. 7493200. (Proceedings - International Symposium on Biomedical Imaging; vol. 2016-June).

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

1 Scopus citations

Morphometric Gaussian process for landmarking on grey matter tetrahedral models

Fan, Y., Lepore, N. & Wang, Y., 2020, 15th International Symposium on Medical Information Processing and Analysis. Romero, E., Lepore, N. & Brieva, J. (eds.). SPIE, 113300H. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11330).

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

Multiple stages classification of Alzheimer’s disease based on structural brain networks using generalized low rank approximations (GLRAM)

Zhan, L., Nie, Z., Ye, J., Wang, Y., Jin, Y., Jahanshad, N., Prasad, G., de Zubicaray, G. I., McMahon, K. L., Martin, N. G., Wright, M. J. & Thompson, P. M., 2014, Mathematics and Visualization. springer berlin, Vol. 39. p. 35-44 10 p. (Mathematics and Visualization; vol. 39).

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

9 Scopus citations

Multi-scale heat kernel based volumetric morphology signature

Wang, G. & Wang, Y., 2015, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 - 18th International Conference, Proceedings. Frangi, A. F., Navab, N., Hornegger, J. & Wells, W. M. (eds.). Springer Verlag, p. 751-759 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9351).

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

5 Scopus citations

Multi-source feature learning for joint analysis of incomplete multiple heterogeneous neuroimaging data

Yuan, L., Wang, Y., Thompson, P. M., Narayan, V. A. & Ye, J., Jul 2 2012, In : NeuroImage. 61, 3, p. 622-632 11 p.

Research output: Contribution to journalArticle

99 Scopus citations

Multi-source learning for joint analysis of incomplete multi-modality neuroimaging data

Yuan, L., Wang, Y., Thompson, P. M., Narayan, V. A. & Ye, J., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1149-1157 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

22 Scopus citations

Multi-source learning with block-wise missing data for Alzheimer's disease prediction

Xiang, S., Yuan, L., Fan, W., Wang, Y., Thompson, P. M. & Ye, J., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F128815. p. 185-193 9 p. 2487594

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

44 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. Zhu, H., Niethammer, M., Styner, M., Zhu, H., Shen, D., Yap, P-T., Aylward, S. & Oguz, I. (eds.). Springer Verlag, 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

5 Scopus citations

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, 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

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, p. 1406-1410 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

2 Scopus citations

Multivariate surface-based analysis of corpus callosum in patients with sickle cell disease

Chai, Y., Lao, Y., Li, Y., Ji, C., O'Neil, S., Wang, Y., Lepore, N. & Wood, J., 2017, 12th International Symposium on Medical Information Processing and Analysis. Romero, E., Lepore, N., Brieva, J. & Larrabide, I. (eds.). SPIE, 101600A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10160).

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

Optimal Mass Transport for Shape Matching and Comparison

Su, Z., Wang, Y., Shi, R., Zeng, W., Sun, J., Luo, F. & Gu, X., Nov 1 2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 11, p. 2246-2259 14 p., 7053911.

Research output: Contribution to journalArticle

25 Scopus citations

Predicting Alzheimer's disease using combined imaging-whole genome SNP data

Kong, D., Giovanello, K. S., Wang, Y., Lin, W., Lee, E., Fan, Y., Murali Doraiswamy, P. & Zhu, H., Jun 25 2015, In : Journal of Alzheimer's Disease. 46, 3, p. 695-702 8 p.

Research output: Contribution to journalArticle

11 Scopus citations

Putamen development in children 12 to 21 months old

Vlasova, R., Gajawelli, N., Wang, Y., Dirks, H., Dean, D., O'Muircheartaigh, J., Lao, Y., Yoon, J., Nelson, M. D., Deoni, S. & Lepore, N., 2017, 12th International Symposium on Medical Information Processing and Analysis. Romero, E., Lepore, N., Brieva, J. & Larrabide, I. (eds.). SPIE, 101600E. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10160).

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

1 Scopus citations

Regularize, expand and compress: Nonexpansive continual learning

Zhang, J., Zhang, J., Ghosh, S., Li, D., Zhu, J., Zhang, H. & Wang, Y., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 843-851 9 p. 9093585. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

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

1 Scopus citations

Shape analysis with hyperbolic wasserstein distance

Shi, J., Zhang, W. & Wang, Y., Dec 9 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 5051-5061 11 p. 7780915. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

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

9 Scopus citations
13 Scopus citations

Shape matching with medial curves and 1-D group-wise registration

Gutman, B. A., Wang, Y., Rajagopalan, P., Toga, A. W. & Thompson, P. M., Aug 15 2012, 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012 - Proceedings. p. 716-719 4 p. 6235648. (Proceedings - International Symposium on Biomedical Imaging).

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

27 Scopus citations

Statistical analysis of relative pose of the thalamus in preterm neonates

Lao, Y., Shi, J., Wang, Y., Ceschin, R., Hwang, D., Nelson, M. D., Panigrahy, A. & Leporé, N., 2014, Clinical Image-Based Procedures: Translational Research in Medical Imaging - Second International Workshop, CLIP 2013, Held in Conjunction with MICCAI 2013, Revised Selected Papers. Springer Verlag, p. 1-9 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8361 LNCS).

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

2 Scopus citations

Structural plasticity of the hippocampus and amygdala induced by electroconvulsive therapy in major depression

Joshi, S. H., Espinoza, R. T., Pirnia, T., Shi, J., Wang, Y., Ayers, B., Leaver, A., Woods, R. P. & Narr, K. L., Feb 15 2016, In : Biological Psychiatry. 79, 4, p. 282-292 11 p.

Research output: Contribution to journalArticle

131 Scopus citations

Studying ventricular abnormalities in mild cognitive impairment with hyperbolic Ricci flow and tensor-based morphometry

for the Alzheimer's Disease Neuroimaging Initiative, Jan 1 2015, In : NeuroImage. 104, p. 1-20 20 p.

Research output: Contribution to journalArticle

21 Scopus citations