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Zhang Tuo

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20092025

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  • 2025

    A Multi-Modal Fusion Method for 3-Hinge Gyrus Based on Bidirectional Cross-Attention

    Jia, C., Li, X., Sun, Q., Zhang, H., He, X., Zhang, T. & Ren, Y., 2025, ISBI 2025 - 2025 IEEE 22nd International Symposium on Biomedical Imaging, Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2024

    3D-Guided Backward Iterative Structural Refinement for Histology-to-MRI Registration

    Sun, Q., Li, X., Zhang, H., Jia, C., He, X., Zhang, T. & Ren, Y., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution

    Yang, L., He, Z., Zhong, T., Li, C., Zhu, D., Han, J., Liu, T. & Zhang, T., 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 140-149 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15007 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2023

    A Small-Sample Method with EEG Signals Based on Abductive Learning for Motor Imagery Decoding

    Zhong, T., Wei, X., Shi, E., Gao, J., Ma, C., Wei, Y., Zhang, S., Guo, L., Han, J., Liu, T. & Zhang, T., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 416-424 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14220 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps

    Wei, Y., Zhong, T., Zhang, S., Li, X., Zhang, T., Zhao, L., Liu, Z., Shang, M., Liu, T., Zhang, H., Ma, C., Du, L. & Han, J., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1523-1530 8 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • FMRI-Guided Time-Symmetric Joint Model for Visual Attention Prediction

    Wei, Y., Ma, C., Zhong, T., Du, L., Zhang, T., Zhang, S., Yang, L., Liu, T., Zhang, H., He, Z., Shang, M. & Han, J., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3212-3217 6 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • H 2 GM: A Hierarchical Hypergraph Matching Framework for Brain Landmark Alignment

    He, Z., Li, W., Zhang, T. & Yuan, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 548-558 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14229 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Prediction of Cognitive Scores by Joint Use of Movie-Watching fMRI Connectivity and Eye Tracking via Attention-CensNet

    Gao, J., Zhao, L., Zhong, T., Li, C., He, Z., Wei, Y., Zhang, S., Guo, L., Liu, T., Han, J. & Zhang, T., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 287-296 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14221 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Species-Shared and -Specific Brain Functional Connectomes Revealed by Shared-Unique Variational Autoencoder

    Yang, L., Zhang, S., Zhang, W., Zhou, J., Zhong, T., Wei, Y., Jiang, X., Liu, T., Han, J., Yuan, Y. & Zhang, T., 2023, Information Processing in Medical Imaging - 28th International Conference, IPMI 2023, Proceedings. Frangi, A., de Bruijne, M., Wassermann, D. & Navab, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 41-52 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13939 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2022

    A Novel Two-Stage Multi-view Low-Rank Sparse Subspace Clustering Approach to Explore the Relationship Between Brain Function and Structure

    Zhang, S., Kang, Y., Yu, S., Wu, J., Shi, E., Wang, R., He, Z., Du, L. & Zhang, T., 2022, Machine Learning in Medical Imaging - 13th International Workshop, MLMI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Lian, C., Cao, X., Rekik, I., Xu, X. & Cui, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 191-200 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13583 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Bridging Natruralistic Stimuli, Eye Movement And Brain Activity Via Cca And Locality Preserving Projection

    Li, C., Gao, J., He, Z., Zhang, S., Wei, Y., Du, L., Guo, L., Han, J., Zhang, S. & Zhang, T., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Embedding Human Brain Function via Transformer

    Zhao, L., Wu, Z., Dai, H., Liu, Z., Zhang, T., Zhu, D. & Liu, T., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 366-375 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13431 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • Prediction of Cognitive Scores by Movie-Watching FMRI Connectivity and Eye Movement Via Spectral Graph Convolutions

    Gao, J., Li, C., He, Z., Wei, Y., Guo, L., Han, J., Zhang, S. & Zhang, T., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2021

    A Guided Attention 4D Convolutional Neural Network for Modeling Spatio-Temporal Patterns of Functional Brain Networks

    Yan, J., Zhao, Y., Jiang, M., Zhang, S., Zhang, T., Yang, S., Chen, Y., Zhao, Z., He, Z., Becker, B., Liu, T., Kendrick, K. & Jiang, X., 2021, Pattern Recognition and Computer Vision - 4th Chinese Conference, PRCV 2021, Proceedings. Ma, H., Wang, L., Zhang, C., Wu, F., Tan, T., Wang, Y., Lai, J. & Zhao, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 350-361 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13021 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Exploring Gyro-Sulcal Functional Connectivity Differences Across Task Domains via Anatomy-Guided Spatio-Temporal Graph Convolutional Networks

    Jiang, M., Yang, S., Zhao, Z., Yan, J., Chen, Y., Zhang, T., Zhang, S., Becker, B., Kendrick, K. M. & Jiang, X., 2021, Machine Learning in Medical Imaging - 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Lian, C., Cao, X., Rekik, I., Xu, X. & Yan, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 130-139 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12966 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Exploring the Functional Difference of Gyri/Sulci via Hierarchical Interpretable Autoencoder

    Zhao, L., Dai, H., Jiang, X., Zhang, T., Zhu, D. & Liu, T., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 701-709 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12907 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Multi-head GAGNN: A Multi-head Guided Attention Graph Neural Network for Modeling Spatio-temporal Patterns of Holistic Brain Functional Networks

    Yan, J., Chen, Y., Yang, S., Zhang, S., Jiang, M., Zhao, Z., Zhang, T., Zhao, Y., Becker, B., Liu, T., Kendrick, K. & Jiang, X., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 564-573 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12907 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations
  • 2020

    Exploring Functional Difference Between Gyri and Sulci via Region-Specific 1D Convolutional Neural Networks

    Jiang, M., Yang, S., Yan, J., Zhang, S., Liu, H., Zhao, L., Dai, H., Lv, J., Zhang, T., Liu, T., Kendrick, K. M. & Jiang, X., 2020, Machine Learning in Medical Imaging - 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Liu, M., Lian, C., Yan, P. & Cao, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 250-259 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12436 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations

  • Gyral Growth Patterns of Macaque Brains Revealed by Scattered Orthogonal Nonnegative Matrix Factorization

    Zhang, S., Du, L., Lv, J., He, Z., Jiang, X., Guo, L., Wang, L., Liu, T., Shen, D., Li, G. & Zhang, T., 2020, Machine Learning in Medical Imaging - 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Liu, M., Lian, C., Yan, P. & Cao, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 394-403 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12436 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Interwound Structural and Functional Difference Between Preterm and Term Infant Brains Revealed by Multi-view CCA

    He, Z., Zhang, S., Zhang, S., Zhang, Y., Hu, X., Jiang, X., Guo, L., Liu, T., Du, L. & Zhang, T., 2020, Machine Learning in Medical Imaging - 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Liu, M., Lian, C., Yan, P. & Cao, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 465-473 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12436 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Species-Shared and -Specific Structural Connections Revealed by Dirty Multi-task Regression

    Zhang, T., He, Z., Jiang, X., Guo, L., Hu, X., Liu, T. & Du, L., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 94-103 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12267 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2019

    A task performance-guided model of functional networks identification

    Zhao, L., Liu, H., Jiang, X., Zhao, S., He, Z., Liu, T., Guo, L. & Zhang, T., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1590-1593 4 p. 8759254. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Group-wise graph matching of cortical gyral hinges

    Zhang, T., Li, X., Zhao, L., Huang, Y., He, Z., Guo, L. & Liu, T., 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 Science and Business Media Deutschland GmbH, p. 75-83 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Identification of Abnormal Cortical 3-Hinge Folding Patterns on Autism Spectral Brains

    Huang, Y., He, Z., Liu, T., Guo, L. & Zhang, T., 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. 57-65 9 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 proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Identify Hierarchical Structures from Task-Based fMRI Data via Hybrid Spatiotemporal Neural Architecture Search Net

    Zhang, W., Zhao, L., Li, Q., Zhao, S., Dong, Q., Jiang, X., Zhang, T. & Liu, T., 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 Science and Business Media Deutschland GmbH, p. 745-753 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11766 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    25 Scopus citations

  • Multi-view graph matching of cortical landmarks

    Huang, Y., He, Z., Guo, L., Liu, T. & Zhang, T., 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 Science and Business Media Deutschland GmbH, p. 84-92 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Species-Preserved Structural Connections Revealed by Sparse Tensor CCA

    He, Z., Huang, Y., Liu, T., Guo, L., Du, L. & Zhang, T., 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. 49-56 8 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 proceeding › Conference contribution › peer-review

  • 2018

    A novel framework for analyzing cortical folding patterns based on sulcal baselines and gyral crestlines

    Ge, F., Chen, H., Zhang, T., Wang, X., Yuan, L., Hu, X., Guo, L. & Liu, T., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1043-1047 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Identification of species-preserved cortical landmarks

    Zhang, T., Li, X., Zhao, L., Huang, Y., Guo, L. & Liu, T., 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. 89-97 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 proceeding › Conference contribution › peer-review

  • Joint representation of cortical folding, structural connectivity and functional networks

    Zhang, S., Zhang, T., Li, X., Guo, L. & Liu, T., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1-5 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations
  • 2017

    Identifying associations between brain imaging phenotypes and genetic factors via a novel structured SCCA approach

    Du, L., Zhang, T., Liu, K., Yan, J., Yao, X., Risacher, S. L., Saykin, A. J., Han, J., Guo, L. & Shen, L., 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. 543-555 13 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 proceeding › Conference contribution › peer-review

    17 Scopus citations

  • Multi-way regression reveals backbone of macaque structural brain connectivity in longitudinal datasets

    Zhang, T., Li, X., Zhao, L., Hu, X., Liu, T. & Guo, L., 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Descoteaux, M., Duchesne, S., Franz, A., Jannin, P., Collins, D. L. & Maier-Hein, L. (eds.). Springer Verlag, p. 424-432 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Predicting cortical 3-hinge locations via structural connective features

    Li, X., Zhang, T., Dong, Q., Zhang, S., Hu, X., Du, L., Guo, L. & Liu, T., 15 Jun 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 533-537 5 p. 7950577. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Sparse Canonical Correlation Analysis via truncated ℓ1-norm with application to brain imaging genetics

    Du, L., Zhang, T., Liu, K., Yao, X., Yan, J., Risacher, S. L., Guo, L., Saykin, A. J. & Shen, L., 17 Jan 2017, Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Burrage, K., Zhu, Q., Liu, Y., Tian, T., Wang, Y., Hu, X. T., Jiang, Q., Song, J., Morishita, S., Burrage, K. & Wang, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 707-711 5 p. 7822605. (Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    7 Scopus citations
  • 2016

    A data-driven method to study brain structural connectivities via joint analysis of microarray data and dMRI data

    Li, X., Zhang, T., Liu, T., Lv, J., Hu, X., Guo, L. & Liu, T., 15 Jun 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, p. 829-832 4 p. 7493394. (Proceedings - International Symposium on Biomedical Imaging; vol. 2016-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Modeling functional dynamics of cortical gyri and sulci

    Jiang, X., Li, X., Lv, J., Zhao, S., Zhang, S., Zhang, W., Zhang, T. & Liu, T., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Wells, W. & Unal, G. (eds.). Springer Verlag, p. 19-27 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 proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Species preserved and exclusive structural connections revealed by sparse CCA

    Li, X., Du, L., Zhang, T., Hu, X., Jiang, X., Guo, L. & Liu, T., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Wells, W. & Unal, G. (eds.). Springer Verlag, p. 123-131 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 proceeding › Conference contribution › peer-review

  • Temporal concatenated sparse coding of resting state fMRI data reveal network interaction changes in mTBI

    Lv, J., Iraji, A., Ge, F., Zhao, S., Hu, X., Zhang, T., Han, J., Guo, L., Kou, Z. & Liu, T., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Wells, W. & Unal, G. (eds.). Springer Verlag, p. 46-54 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 proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2015

    Distance networks for morphological profiling and characterization of DICCCOL landmarks

    Yuan, Y., Chen, H., Lu, J., Zhang, T. & Liu, T., 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference, Proceedings. Hornegger, J., Frangi, A. F., Wells, W. M., Frangi, A. F., Navab, N., Hornegger, J., Navab, N., Wells, W. M., Wells, W. M., Frangi, A. F., Hornegger, J. & Navab, N. (eds.). Springer Verlag, p. 380-387 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9350).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Group-wise consistent sulcal fundi segmentation based on DMRI-derived ODF features

    Zhang, T., Chen, H., Jiang, X., Ge, B., Guo, L. & Liu, T., 21 Jul 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 638-641 4 p. 7163954. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Multi-scale and multimodal fusion of tract-tracing, myelin stain and DTI-derived fibers in macaque brains

    Zhang, T., Kong, J., Jing, K., Chen, H., Jiang, X., Li, L., Guo, L., Lu, J., Hu, X. & Liu, T., 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference, Proceedings. Hornegger, J., Frangi, A. F., Wells, W. M., Frangi, A. F., Navab, N., Hornegger, J., Navab, N., Wells, W. M., Wells, W. M., Frangi, A. F., Hornegger, J. & Navab, N. (eds.). Springer Verlag, p. 246-254 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9350).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • Multiscale and multimodal fusion of tract-tracing and DTI-derived fibers in macaque brains

    Jing, K., Zhang, T., Lu, J., Chen, H., Jiang, X., Guo, L., Li, L., Hu, X., Lv, J., Ge, B. & Liu, T., 21 Jul 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 938-942 5 p. 7164025. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2014

    Construct and assess multimodal mouse brain connectomes via joint modeling of multi-scale DTI and neuron tracer data

    Chen, H., Zhao, Y., Zhang, T., Zhang, H., Kuang, H., Li, M., Tsien, J. Z. & Liu, T., 2014, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 - 17th International Conference, Proceedings. PART 3 ed. Springer Verlag, p. 273-280 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8675 LNCS, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Decoding auditory saliency from fMRI brain imaging

    Zhao, S., Jiang, X., Han, J., Hu, X., Zhu, D., Lv, J., Zhang, T., Guo, L. & Liu, T., 3 Nov 2014, MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia. Association for Computing Machinery, p. 873-876 4 p. (MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Discovering network-level functional interactions from working memory fMRI data

    Jiang, X., Lv, J., Zhu, D., Zhang, T., Li, X., Hu, X., Guo, L. & Liu, T., 29 Jul 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 13-16 4 p. 6867797. (2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Group-wise connection activation detection based on DICCCOL

    Lv, J., Zhang, T., Hu, X., Zhu, D., Li, K., Guo, L. & Liu, T., 29 Jul 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 681-684 4 p. 6867962. (2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Group-wise consistent cortical parcellation based on DTI-derived connectional profiles

    Zhang, T., Zhu, D., Jiang, X., Guo, L. & Liu, T., 29 Jul 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 826-829 4 p. 6867998. (2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Integrating group-wise functional brain activities via point processes

    Jiang, X., Lv, J., Zhu, D., Zhang, T., Hu, X., Guo, L. & Liu, T., 29 Jul 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 669-672 4 p. 6867959. (2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations
  • 2013

    Anatomy-guided discovery of large-scale consistent connectivity-based cortical landmarks

    Jiang, X., Zhang, T., Zhu, D., Li, K., Lv, J., Guo, L. & Liu, T., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 3 ed. p. 617-625 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8151 LNCS, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Construction of multi-scale brain networks via DICCCOL landmarks

    Ge, B., Guo, L., Zhang, T., Zhu, D., Hu, X., Han, J. & Liu, T., 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. p. 680-683 4 p. 6556566. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations