Find Scholarly Works

Search in all content

Filters for Scholarly Works

Search concepts
Selected Filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011

Author

  • Yalin Wang
2020

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
2019

A concise and persistent feature to study brain resting-state network dynamics: Findings from the Alzheimer's Disease Neuroimaging Initiative

for the Alzheimer's Disease Neuroimaging Initiative, Mar 2019, In : Human Brain Mapping. 40, 4, p. 1062-1081 20 p.

Research output: Contribution to journalArticle

6 Scopus citations

A Geometric Framework for Feature Mappings in Multimodal Fusion of Brain Image Data

Zhang, W., Mi, L., Thompson, P. M. & Wang, Y., Jan 1 2019, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Bao, S., Chung, A. C. S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer Verlag, p. 617-630 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11492 LNCS).

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

Applying surface-based hippocampal morphometry to study APOE-E4 allele dose effects in cognitively unimpaired subjects

Dong, Q., Zhang, W., Wu, J., Li, B., Schron, E. H., McMahon, T., Shi, J., Gutman, B. A., Chen, K., Baxter, L. C., Thompson, P. M., Reiman, E. M., Caselli, R. J. & Wang, Y., Jan 1 2019, In : NeuroImage: Clinical. 22, 101744.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations

Combined morphologic and metabolic pipeline for Positron emission tomography/computed tomography based radiotherapy response evaluation in locally advanced pancreatic adenocarcinoma

Lao, Y., David, J., Torosian, A., Placencio, V., Wang, Y., Hendifar, A., Yang, W. & Tuli, R., Jan 2019, In : Physics and Imaging in Radiation Oncology. 9, p. 28-34 7 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Continually Modeling Alzheimer’s Disease Progression via Deep Multi-order Preserving Weight Consolidation

Zhang, J. & Wang, Y., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 850-859 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11765 LNCS).

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

2 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

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

Surface Foliation Based Brain Morphometry Analysis

Wen, C., Lei, N., Ma, M., Qi, X., Zhang, W., Wang, Y. & Gu, X., Jan 1 2019, Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy - 4th International Workshop, MBIA 2019, and 7th International Workshop, MFCA 2019, Held in Conjunction with MICCAI 2019, Proceedings. Zhu, D., Yan, J., Huang, H., Shen, L., Thompson, P. M., Westin, C-F., Pennec, X., Joshi, S., Nielsen, M., Sommer, S., Fletcher, T. & Durrleman, S. (eds.). Springer, p. 186-195 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11846 LNCS).

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

2018

A tetrahedron-based heat flux signature for cortical thickness morphometry analysis

Fan, Y., Wang, G., Lepore, N. & Wang, Y., Jan 1 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Davatzikos, C., Fichtinger, G., Alberola-López, C. & Schnabel, J. A. (eds.). Springer Verlag, p. 420-428 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11072 LNCS).

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

4 Scopus citations

Conformal geometry: Computational algorithms and engineering applications

Jin, M., Gu, X., He, Y. & Wang, Y., Apr 10 2018, Springer International Publishing. 314 p.

Research output: Book/ReportBook

2 Scopus citations

Discriminating lung adenocarcinoma from lung squamous cell carcinoma using respiration-induced tumor shape changes

Lao, Y., David, J., Mirhadi, A., Lepore, N., Sandler, H., Wang, Y., Tuli, R. & Yang, W., Nov 7 2018, In : Physics in Medicine and Biology. 63, 21, 215027.

Research output: Contribution to journalArticle

1 Scopus citations

Dynamically hierarchy revolution: DirNet for compressing recurrent neural network on mobile devices

Zhang, J., Wang, X., Li, D. & Wang, Y., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 3089-3096 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

Open Access
2 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, Vol. 2018-April. p. 1555-1559 5 p.

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

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

Variational wasserstein clustering

Mi, L., Zhang, W., Gu, X. & Wang, Y., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Weiss, Y., Ferrari, V., Sminchisescu, C. & Hebert, M. (eds.). Springer Verlag, p. 336-352 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11219 LNCS).

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

3 Scopus citations
2016

Applying sparse coding to surface multivariate tensor-based morphometry to predict future cognitive decline

Zhang, J., Stonnington, C., Li, Q., Shi, J., Bauer, R. J., Gutman, B. A., Chen, K., Reiman, E. M., Thompson, P. M., Ye, 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. 646-650 5 p. 7493350

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

14 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. 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

7 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

19 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

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, Vol. 2016-June. p. 14-18 5 p. 7493200

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

1 Scopus citations

Shape analysis with hyperbolic wasserstein distance

Shi, J., Zhang, W. & Wang, Y., 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, Vol. 2016-January. p. 5051-5061 11 p.

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

8 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

128 Scopus citations

Thalamic alterations in preterm neonates and their relation to ventral striatum disturbances revealed by a combined shape and pose analysis

Lao, Y., Wang, Y., Shi, J., Ceschin, R., Nelson, M. D., Panigrahy, A. & Leporé, N., Jan 1 2016, In : Brain Structure and Function. 221, 1, p. 487-506 20 p.

Research output: Contribution to journalArticle

17 Scopus citations
2015

Abnormal ventricular development in preterm neonates with visually normal MRIs

Shi, J., Wang, Y., Lao, Y., Ceschin, R., Mi, L., Nelson, M. D., Panigrahy, A. & Leporé, N., 2015, Proceedings of SPIE - The International Society for Optical Engineering. SPIE, Vol. 9681. 96810H

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

A novel cortical thickness estimation method based on volumetric Laplace-Beltrami operator and heat kernel

for the Alzheimer's Disease Neuroimaging Initiative, May 1 2015, In : Medical image analysis. 22, 1, p. 1-20 20 p.

Research output: Contribution to journalArticle

12 Scopus citations

A T1 and DTI fused 3D Corpus Callosum analysis in pre-vs. Post-season contact sports players

Lao, Y., Law, M., Shi, J., Gajawelli, N., Haas, L., Wang, Y. & Leporé, N., Jan 1 2015, 10th International Symposium on Medical Information Processing and Analysis. Romero, E. & Lepore, N. (eds.). SPIE, 92870O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9287).

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

11 Scopus citations

Bflcrm: A bayesian functional linear cox regression model for predicting time to conversion to alzheimer’s disease

Alzheimer’s disease neuroimaging initiative, Dec 1 2015, In : Annals of Applied Statistics. 9, 4, p. 2153-2178 26 p.

Research output: Contribution to journalArticle

12 Scopus citations

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