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Author

  • Yalin Wang
2015

Boosting brain connectome classification accuracy in Alzheimer's disease using higher-order singular value decomposition

Alzheimer's Disease Neuroimaging Initiative (ADNI), 2015, In : Frontiers in Neuroscience. 9, JUL, 00257.

Research output: Contribution to journalArticle

15 Scopus citations

Changes in neurocranium thickness in early childhood

Gajawelli, N., Deoni, S., Shi, J., Xu, L., Dirks, H., Dean, D., O'Muircheartaigh, J., Sawardekar, S., Ezis, A., Nelson, M. D., Wang, Y. & Lepore, N., Jan 1 2015, 11th International Symposium on Medical Information Processing and Analysis. Garcia-Arteaga, J. D., Brieva, J., Lepore, N. & Romero, E. (eds.). SPIE, 96810I. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9681).

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

Characterization of the central sulcus in the brain in early childhood

Gajawelli, N., Deoni, S., Dirks, H., Dean, D., O'Muircheartaigh, J., Sawardekar, S., Ezis, A., Wang, Y., Nelson, M. D., Coulon, O. & Lepore, N., 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. 149-152 4 p. 7318322

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

1 Scopus citations

Comparison of nine tractography algorithms for detecting abnormal structural brain networks in Alzheimer's disease

for the Alzheimer's Disease Neuroimaging Initiative, 2015, In : Frontiers in Aging Neuroscience. 7, APR, 48.

Research output: Contribution to journalArticle

58 Scopus citations

Detecting genetic risk factors for Alzheimer's disease in whole genome sequence data via Lasso screening

Yang, T., Wang, J., Sun, Q., Hibar, D. P., Jahanshad, N., Liu, L., Wang, Y., Zhan, L., Thompson, P. M. & Ye, J., Jul 21 2015, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 985-989 5 p. 7164036

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

22 Scopus citations

Empowering imaging biomarkers of Alzheimer's disease

Alzheimer's Disease Neuroimaging Initiative, Jan 1 2015, In : Neurobiology of Aging. 36, S1, p. S69-S80

Research output: Contribution to journalArticle

20 Scopus citations

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

9 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, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 971-975 5 p. 7164033

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

2 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, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 1402-1406 5 p. 7164138

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

16 Scopus citations

Multi-scale heat kernel based volumetric morphology signature

Wang, G. & Wang, Y., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9351. 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

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

Shape Classification Using Wasserstein Distance for Brain Morphometry Analysis

Su, Z., Zeng, W., Wang, Y., Lu, Z. L. & Gu, X., Jan 1 2015, In : Information processing in medical imaging : proceedings of the ... conference. 24, p. 411-423 13 p.

Research output: Contribution to journalArticle

13 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

Subcortical shape and volume abnormalities in an elderly HIV+ cohort

Wade, B. S. C., Valcour, V., Busovaca, E., Esmaeili-Firidouni, P., Joshi, S. H., Wang, Y. & Thompson, P. M., 2015, Medical Imaging 2015: Biomedical Applications in Molecular, Structural, and Functional Imaging. SPIE, Vol. 9417. 94171S

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

10 Scopus citations

Surface-Based Morphometry

Shi, J. & Wang, Y., Feb 14 2015, Acquisition Methods, Methods and Modeling. Elsevier Inc., Vol. 1. p. 395-399 5 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations
2014

3D pre-versus post-season comparisons of surface and relative pose of the corpus callosum in contact sport athletes

Lao, Y., Gajawelli, N., Haas, L., Wilkins, B., Hwang, D., Tsao, S., Wang, Y., Law, M. & Leporé, N., Jan 1 2014, Medical Imaging 2014: Image Processing. SPIE, 90344E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9034).

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

1 Scopus citations

Analysis of sampling techniques for imbalanced data: An n=648 ADNI study

Dubey, R., Zhou, J., Wang, Y., Thompson, P. M. & Ye, J., Feb 15 2014, In : NeuroImage. 87, p. 220-241 22 p.

Research output: Contribution to journalArticle

89 Scopus citations

Automatic pathology classification using a single feature machine learning support - Vector machines

Yepes-Calderon, F., Pedregosa, F., Thirion, B., Wang, Y. & Lepore, N., Jan 1 2014, Medical Imaging 2014: Computer-Aided Diagnosis. SPIE, 903524. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9035).

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

5 Scopus citations

Bi-level multi-source learning for heterogeneous block-wise missing data

Alzheimer's Disease Neuroimaging Initiative, Nov 5 2014, In : NeuroImage. 102, P1, p. 192-206 15 p.

Research output: Contribution to journalReview article

35 Scopus citations

Characterizing human retinotopic mapping with conformal geometry: A preliminary study

Ta, D., Shi, J., Barton, B., Brewer, A., Lu, Z. L. & Wang, Y., Jan 1 2014, Medical Imaging 2014: Image Processing. SPIE, 90342A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9034).

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

2 Scopus citations

Evaluating the predictive power of multivariate tensor-based morphometry in Alzheimer's disease progression via convex fused sparse group Lasso

Tsao, S., Gajawelli, N., Zhou, J., Shi, J., Ye, J., Wang, Y. & Lepore, N., Jan 1 2014, Medical Imaging 2014: Image Processing. SPIE, 90342L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9034).

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

2 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

36 Scopus citations

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

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., Jan 1 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
2013

A heat kernel based cortical thickness estimation algorithm

Wang, G., Zhang, X., Su, Q., Chen, J., Wang, L., Ma, Y., Liu, Q., Xu, L., Shi, J. & Wang, Y., Sep 5 2013, Multimodal Brain Image Analysis - Third International Workshop, MBIA 2013, Held in Conjunction with MICCAI 2013, Proceedings. p. 233-245 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8159 LNCS).

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

7 Scopus citations

A Multivariate Surface-Based Analysis of the Putamen in Premature Newborns: Regional Differences within the Ventral Striatum

Shi, J., Wang, Y., Ceschin, R., An, X., Lao, Y., Vanderbilt, D., Nelson, M. D., Thompson, P. M., Panigrahy, A. & Leporé, N., Jul 3 2013, In : PloS one. 8, 7, e66736.

Research output: Contribution to journalArticle

26 Scopus citations

Applying tensor-based morphometry to parametric surfaces can improve MRI-based disease diagnosis

Wang, Y., Yuan, L., Shi, J., Greve, A., Ye, J., Toga, A. W., Reiss, A. L. & Thompson, P. M., Jul 1 2013, In : NeuroImage. 74, p. 209-230 22 p.

Research output: Contribution to journalArticle

24 Scopus citations

Area preserving brain mapping

Su, Z., Zeng, W., Shi, R., Wang, Y., Sun, J. & Gu, X., 2013, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2235-2242 8 p. 6619134

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

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

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 1 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 1 2013, In : Intelligence. 41, 2, p. 129-140 12 p.

Research output: Contribution to journalArticle

28 Scopus citations

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

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

45 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

Surface fluid registration of conformal representation: Application to detect disease burden and genetic influence on hippocampus

Shi, J., Thompson, P. M., Gutman, B. & Wang, Y., Sep 1 2013, In : NeuroImage. 78, p. 111-134 24 p.

Research output: Contribution to journalArticle

44 Scopus citations

Teichmüller shape descriptor and its application to alzheimer's disease study

Zeng, W., Shi, R., Wang, Y., Yau, S. T. & Gu, X., Nov 2013, In : International Journal of Computer Vision. 105, 2, p. 155-170 16 p.

Research output: Contribution to journalArticle

9 Scopus citations
2012

Brain surface conformal parameterization with the ricci flow

Wang, Y., Shi, J., Yin, X., Gu, X., Chan, T. F., Yau, S. T., Toga, A. W. & Thompson, P. M., Feb 1 2012, In : IEEE Transactions on Medical Imaging. 31, 2, p. 251-264 14 p., 6020804.

Research output: Contribution to journalArticle

53 Scopus citations

Conformal mapping of nuclei in 3D tomographic cell images to assess shape heterogeneity

Nandakumar, V., An, X., Wang, Y., Johnson, R. & Meldrum, D., Aug 15 2012, 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012 - Proceedings. p. 222-225 4 p. 6235524. (Proceedings - International Symposium on Biomedical Imaging).

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

3 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

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

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., Sep 14 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

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

26 Scopus citations

Surface fluid registration and multivariate tensor-based morphometry in newborns - The effects of prematurity on the putamen

Shi, J., Wang, Y., Ceschin, R., An, X., Nelson, M. D., Panigrahy, A. & Leporé, N., Dec 1 2012, 2012 Conference Handbook - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012. 6411997. (2012 Conference Handbook - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012).

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

7 Scopus citations
2011

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

Surface-based TBM boosts power to detect disease effects on the brain: An N=804 ADNI study

Wang, Y., Song, Y., Rajagopalan, P., An, T., Liu, K., Chou, Y. Y., Gutman, B., Toga, A. W. & Thompson, P. M., Jun 15 2011, In : NeuroImage. 56, 4, p. 1993-2010 18 p.

Research output: Contribution to journalArticle

74 Scopus citations