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  • Yalin Wang

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

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, 11th International Symposium on Medical Information Processing and Analysis. Garcia-Arteaga, J. D., Brieva, J., Lepore, N. & Romero, E. (eds.). SPIE, 96810H. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9681).

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

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., 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

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

90 Scopus citations

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 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

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, p. 646-650 5 p. 7493350. (Proceedings - International Symposium on Biomedical Imaging; vol. 2016-June).

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

15 Scopus citations

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
6 Scopus citations

Applying surface-based morphometry to study ventricular abnormalities of cognitively unimpaired subjects prior to clinically significant memory decline

Dong, Q., Zhang, W., Stonnington, C. M., Wu, J., Gutman, B. A., Chen, K., Su, Y., Baxter, L. C., Thompson, P. M., Reiman, E. M., Caselli, R. J. & Wang, Y., 2020, In : NeuroImage: Clinical. 27, 102338.

Research output: Contribution to journalArticle

Open Access

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

5 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., 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

12 Scopus citations

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

Fan, Y., Wang, G., Lepore, N. & Wang, Y., 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

A Univariate Persistent Brain Network Feature Based on the Aggregated Cost of Cycles from the Nested Filtration Networks

Farazi, M., Zhan, L., Lepore, N., Thompson, P. M. & Wang, Y., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 986-990 5 p. 9098716. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

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

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., 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

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

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

Research output: Contribution to journalArticle

12 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

36 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

16 Scopus citations

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. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

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, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 149-152 4 p. 7318322. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

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

1 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

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

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

59 Scopus citations

Computing Univariate Neurodegenerative Biomarkers with Volumetric Optimal Transportation: A Pilot Study

The Alzheimer’s Disease Neuroimaging Initiative, 2020, (Accepted/In press) In : Neuroinformatics.

Research output: Contribution to journalArticle

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

3 Scopus citations

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

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

3 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. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

1 Scopus citations

Cranial thickness changes in early childhood

Gajawelli, N., Deoni, S., Shi, J., Dirks, H., Linguraru, M. G., Nelson, M. D., Wang, Y. & Lepore, N., 2017, 13th International Conference on Medical Information Processing and Analysis. Lepore, N., Brieva, J., Garcia, J. D. & Romero, E. (eds.). SPIE, 105720O. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10572).

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., 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

11 Scopus citations

Deep Multimodal Brain Network Learning for Joint Analysis of Structural Morphometry and Functional Connectivity

Zhang, W. & Wang, Y., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1924-1928 5 p. 9098624. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

Default Mode Network Analysis of APOE Genotype in Cognitively Unimpaired Subjects Based on Persistent Homology

for the Alzheimer’s Disease Neuroimaging Initiative, Jun 30 2020, In : Frontiers in Aging Neuroscience. 12, 188.

Research output: Contribution to journalArticle

Open Access

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, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 985-989 5 p. 7164036. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

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

23 Scopus citations

Diffeomorphic Registration for Retinotopic Mapping Via Quasiconformal Mapping

Tu, Y., Ta, D., David Gu, X., Lu, Z. L. & Wang, Y., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 687-691 5 p. 9098386. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

Diffeomorphic Smoothing for Retinotopic Mapping

Tu, Y., Tal, D., Lu, Z. L. & Wang, Y., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 534-538 5 p. 9098316. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

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

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. (Proceedings - International Symposium on Biomedical Imaging).

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

6 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

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. (Proceedings - International Symposium on Biomedical Imaging).

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

84 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., 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

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

9 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

16 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

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

1 Scopus citations