Find Scholarly Works

Search in all content

Filters for Scholarly Works

Search concepts
Selected Filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 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
2017

An Optimal Transportation Based Univariate Neuroimaging Index

Mi, L., Zhang, W., Zhang, J., Fan, Y., Goradia, D., Chen, K., Reiman, E. M., Gu, X. & Wang, Y., Dec 22 2017, Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers Inc., p. 182-191 10 p. 8237291. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2017-October).

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

3 Scopus citations

A T1 and DTI fused 3D corpus callosum analysis in MCI subjects with high and low cardiovascular risk profile

Lao, Y., Nguyen, B., Tsao, S., Gajawelli, N., Law, M., Chui, H., Weiner, M., Wang, Y. & Leporé, N., 2017, In : NeuroImage: Clinical. 14, p. 298-307 10 p.

Research output: Contribution to journalArticle

4 Scopus citations

Bayesian automated cortical segmentation for neonatal MRI

Chou, Z., Paquette, N., Ganesh, B., Wang, Y., Ceschin, R., Nelson, M. D., Macyszyn, L., Gaonkar, B., Panigrahy, A. & Lepore, N., Jan 1 2017, 13th International Conference on Medical Information Processing and Analysis. Lepore, N., Brieva, J., Garcia, J. D. & Romero, E. (eds.). SPIE, 105720R. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10572).

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

Central sulcus development in early childhood

Gajawelli, N., Deoni, S., Dirks, H., Dean, D., O'Muircheartaigh, J., Wang, Y., Nelson, M. D., Coulon, O. & Lepore, N., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 161-164 4 p. 8036787

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

Conformal invariants for multiply connected surfaces: Application to landmark curve-based brain morphometry analysis

Shi, J., Zhang, W., Tang, M., Caselli, R. J. & Wang, Y., Jan 1 2017, In : Medical Image Analysis. 35, p. 517-529 13 p.

Research output: Contribution to journalArticle

6 Scopus citations

Contribution to speech development of the right anterior putamen revealed with multivariate tensor-based morphometry

Vlasova, R., Wang, Y., Dirks, H., Dean, D., O'Muircheartaigh, J., Gonzalez, S., Nguyen, B. K., Nelson, M. D., Deoni, S. & Lepore, N., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3085-3087 3 p. 8037509

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

Cranial thickness changes in early childhood

Gajawelli, N., Deoni, S., Shi, J., Dirks, H., Linguraru, M. G., Nelson, M. D., Wang, Y. & Lepore, N., Jan 1 2017, 13th International Conference on Medical Information Processing and Analysis. SPIE, Vol. 10572. 105720O

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

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

10 Scopus citations

Empowering cortical thickness measures in clinical diagnosis of Alzheimer's disease with spherical sparse coding

Zhang, J., Fan, Y., Li, Q., Thompson, P. M., Ye, J. & Wang, Y., Jun 15 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 446-450 5 p. 7950557

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

5 Scopus citations

Enhancing diffusion MRI measures by integrating grey and white matter morphometry with hyperbolic wasserstein distance

Zhang, W., Shi, J., Yu, J., Zhan, L., Thompson, P. M. & Wang, Y., Jun 15 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 520-524 5 p. 7950574

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

3 Scopus citations

ENIGMA and the individual: Predicting factors that affect the brain in 35 countries worldwide

Thompson, P. M., Andreassen, O. A., Arias-Vasquez, A., Bearden, C. E., Boedhoe, P. S., Brouwer, R. M., Buckner, R. L., Buitelaar, J. K., Bulayeva, K. B., Cannon, D. M., Cohen, R. A., Conrod, P. J., Dale, A. M., Deary, I. J., Dennis, E. L., de Reus, M. A., Desrivieres, S., Dima, D., Donohoe, G., Fisher, S. E. & 51 others, Fouche, J. P., Francks, C., Frangou, S., Franke, B., Ganjgahi, H., Garavan, H., Glahn, D. C., Grabe, H. J., Guadalupe, T., Gutman, B. A., Hashimoto, R., Hibar, D. P., Holland, D., Hoogman, M., Pol, H. E. H., Hosten, N., Jahanshad, N., Kelly, S., Kochunov, P., Kremen, W. S., Lee, P. H., Mackey, S., Martin, N. G., Mazoyer, B., McDonald, C., Medland, S. E., Morey, R. A., Nichols, T. E., Paus, T., Pausova, Z., Schmaal, L., Schumann, G., Shen, L., Sisodiya, S. M., Smit, D. J. A., Smoller, J. W., Stein, D. J., Stein, J. L., Toro, R., Turner, J. A., van den Heuvel, M. P., van den Heuvel, O. L., van Erp, T. G. M., van Rooij, D., Veltman, D. J., Walter, H., Wang, Y., Wardlaw, J. M., Wang, Y., Wright, M. J. & Ye, J., Jan 15 2017, In : NeuroImage. 145, p. 389-408 20 p.

Research output: Contribution to journalArticle

80 Scopus citations

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., 2017, (Accepted/In press) In : Brain and Behavior.

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

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

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., Vol. 2017-October. p. 5400-5408 9 p. 8237838

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

3 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

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

5 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. SPIE, Vol. 10160. 101600A

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

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. SPIE, Vol. 10160. 101600E

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

1 Scopus citations

Towards a Holistic Cortical Thickness Descriptor: Heat Kernel-Based Grey Matter Morphology Signatures

the Alzheimer's Disease Neuroimaging Initiative, Feb 15 2017, In : NeuroImage. 147, p. 360-380 21 p.

Research output: Contribution to journalArticle

5 Scopus citations

Ventricular shape and relative position abnormalities in preterm neonates

Paquette, N., Shi, J., Wang, Y., Lao, Y., Ceschin, R., Nelson, M. D., Panigrahy, A. & Lepore, N., Jan 1 2017, In : NeuroImage: Clinical. 15, p. 483-493 11 p.

Research output: Contribution to journalArticle

2 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 1 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
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