Department of Brain and Cognitive Engineering

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  • 2019

    Spherical U-Net on Cortical Surfaces: Methods and Applications

    Zhao, F., Xia, S., Wu, Z., Duan, D., Wang, L., Lin, W., Gilmore, J. H., Shen, D. & Li, G., 2019, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Gee, J. C., Yushkevich, P. A., Bao, S. & Chung, A. C. S. (eds.). Springer Verlag, p. 855-866 12 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

    42 Citations (Scopus)
  • Surface-Volume Consistent Construction of Longitudinal Atlases for the Early Developing Brain

    the UNC/UMN Baby Connectome Project Consortium, 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. 815-822 8 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 Citations (Scopus)
  • Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors

    Wei, D., Ahmad, S., Huo, J., Peng, W., Ge, Y., Xue, Z., Yap, P. T., Li, W., Shen, D. & Wang, Q., 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. 512-520 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11768 LNCS).

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

    25 Citations (Scopus)
  • Tissue Segmentation Using Sparse Non-negative Matrix Factorization of Spherical Mean Diffusion MRI Data

    Sun, P., Wu, Y., Chen, G., Wu, J., Shen, D. & Yap, P. T., 2019, Mathematics and Visualization. Bonet-Carne, E., Grussu, F., Ning, L., Sepehrband, F. & Tax, C. M. W. (eds.). Springer Heidelberg, p. 69-76 8 p. (Mathematics and Visualization).

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

    3 Citations (Scopus)
  • Towards an EEG-based intuitive BCI communication system using imagined speech and visual imagery

    Lee, S. H., Lee, M., Jeong, J. H. & Lee, S. W., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4409-4414 6 p. 8914645. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

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

    67 Citations (Scopus)
  • Trajectory Decoding of Arm Reaching Movement Imageries for Brain-Controlled Robot Arm System

    Jeong, J. H., Shim, K. H., Kim, D. J. & Lee, S. W., 2019 Jul, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5544-5547 4 p. 8856312. (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

    30 Citations (Scopus)
  • Triplet Graph Convolutional Network for Multi-scale Analysis of Functional Connectivity Using Functional MRI

    Yao, D., Liu, M., Wang, M., Lian, C., Wei, J., Sun, L., Sui, J. & Shen, D., 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. 70-78 9 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

    37 Citations (Scopus)
  • Unsupervised Conditional Consensus Adversarial Network for Brain Disease Identification with Structural MRI

    Zhang, J., Liu, M., Pan, Y. & Shen, D., 2019, Machine Learning in Medical Imaging - 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Proceedings. Suk, H.-I., Liu, M., Lian, C. & Yan, P. (eds.). Springer, p. 391-399 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11861 LNCS).

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

    12 Citations (Scopus)
  • Wavelet-based semi-supervised adversarial learning for synthesizing realistic 7t from 3t MRI

    Qu, L., Wang, S., Yap, P. T. & Shen, D., 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. 786-794 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 proceedingConference contribution

    Open Access
    15 Citations (Scopus)
  • 2018

    3D convolutional neural network for feature extraction and classification of fMRI volumes

    Vu, H., Kim, H. C. & Lee, J. H., 2018 Jul 31, 2018 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2018. Institute of Electrical and Electronics Engineers Inc., 8423964. (2018 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2018).

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

    9 Citations (Scopus)
  • A computational method for longitudinal mapping of orientation-specific expansion of cortical surface area in infants

    Xia, J., Zhang, C., Wang, F., Meng, Y., Wu, Z., Wang, L., Lin, W., Shen, D. & Li, G., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 683-686 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

    Open Access
    1 Citation (Scopus)
  • Adversarial similarity network for evaluating image alignment in deep learning based registration

    Fan, J., Cao, X., Xue, Z., Yap, P. T. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 739-746 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11070 LNCS).

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

    Open Access
    98 Citations (Scopus)
  • A hierarchical classification strategy for robust detection of passive/active mental state using user-voluntary pitch imagery task

    Kee, Y. J., Lee, M. H., Williamson, J. & Lee, S. W., 2018 Dec 13, Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 876-881 6 p. 8575943. (Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017).

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

    2 Citations (Scopus)
  • A multi-tissue global estimation framework for asymmetric fiber orientation distributions

    Wu, Y., Feng, Y., Shen, D. & Yap, P. 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. 45-52 8 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

    Open Access
    7 Citations (Scopus)
  • An adaptive convolutional neural network framework for multi-user myoelectric interfaces

    Kim, K. T., Park, K. H. & Lee, S. W., 2018 Dec 13, Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 793-798 6 p. 8575923

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

    3 Citations (Scopus)
  • A novel deep learning framework on brain functional networks for early MCI diagnosis

    Kam, T. E., Zhang, H. & Shen, D., 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. 293-301 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

    30 Citations (Scopus)
  • A pilot intent estimator for haptic support systems in helicopter maneuvering tasks

    D’Intino, G., Olivari, M., Geluardi, S., Fabbroni, D., Bülthoff, H. H. & Pollini, L., 2018, AIAA Modeling and Simulation Technologies. 209959 ed. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Modeling and Simulation Technologies Conference, 2018; vol. 0, no. 209959).

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

    5 Citations (Scopus)
  • Applying deep-learning to a top-down SSVEP BMI

    Ahn, M. H. & Min, B.-K., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-3 3 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

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

    5 Citations (Scopus)
  • ASDNet: Attention Based Semi-supervised Deep Networks for Medical Image Segmentation

    Nie, D., Gao, Y., Wang, L. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Fichtinger, G., Schnabel, J. A., Alberola-López, C. & Davatzikos, C. (eds.). Springer Verlag, p. 370-378 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11073 LNCS).

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

    221 Citations (Scopus)
  • A Self-contained Teleoperated Quadrotor: On-Board State-Estimation and Indoor Obstacle Avoidance

    Odelga, M., Stegagno, P., Kochanek, N. & Bulthoff, H. H., 2018 Sept 10, 2018 IEEE International Conference on Robotics and Automation, ICRA 2018. Institute of Electrical and Electronics Engineers Inc., p. 7840-7847 8 p. 8463185. (Proceedings - IEEE International Conference on Robotics and Automation).

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

    10 Citations (Scopus)
  • Automatic accurate infant cerebellar tissue segmentation with densely connected convolutional network

    Chen, J., Zhang, H., Nie, D., Wang, L., Li, G., Lin, W. & Shen, D., 2018, Machine Learning in Medical Imaging - 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Liu, M., Suk, H.-I. & Shi, Y. (eds.). Springer Verlag, p. 233-240 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11046 LNCS).

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

    Open Access
    4 Citations (Scopus)
  • Classification of Hand Motions within EEG Signals for Non-Invasive BCI-Based Robot Hand Control

    Cho, J. H., Jeong, J. H., Shim, K. H., Kim, D. J. & Lee, S. W., 2018 Jul 2, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 515-518 4 p. 8616092. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

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

    46 Citations (Scopus)
  • Classification of motor imagery for Ear-EEG based brain-computer interface

    Kim, Y. J., Kwak, N. S. & Lee, S. W., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

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

    21 Citations (Scopus)
  • Construction of spatiotemporal infant cortical surface atlas of rhesus macaque

    Wang, F., Lian, C., Xia, J., Wu, Z., Duan, D., Wang, L., Shen, D. & Li, G., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 704-707 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

    12 Citations (Scopus)
  • Construction of spatiotemporal neonatal cortical surface atlases using a large-scale dataset

    Wu, Z., Li, G., Wang, L., Lin, W., Gilmore, J. H. & Shen, D., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1056-1059 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

    Open Access
    7 Citations (Scopus)
  • Contour knowledge transfer for salient object detection

    Li, X., Yang, F., Cheng, H., Liu, W. & Shen, D., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Weiss, Y., Ferrari, V., Sminchisescu, C. & Hebert, M. (eds.). Springer Verlag, p. 370-385 16 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

    77 Citations (Scopus)
  • Craniomaxillofacial Bony Structures Segmentation from MRI with Deep-Supervision Adversarial Learning

    Zhao, M., Wang, L., Chen, J., Nie, D., Cong, Y., Ahmad, S., Ho, A., Yuan, P., Fung, S. H., Deng, H. H., Xia, J. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Fichtinger, G., Schnabel, J. A., Alberola-López, C. & Davatzikos, C. (eds.). Springer Verlag, p. 720-727 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11073 LNCS).

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

    Open Access
    40 Citations (Scopus)
  • Curly: An AI-based curling robot successfully competing in the Olympic discipline of curling

    Won, D. O., Kim, B. D., Kim, H. J., Eom, T. S., Müller, K. R. & Lee, S. W., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 5883-5885 3 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

    Open Access
    6 Citations (Scopus)
  • Decoding of human memory formation with EEG signals using convolutional networks

    Kang, T., Chen, Y., Fazli, S. & Wallraven, C., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

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

    2 Citations (Scopus)
  • Decoding of Multi-directional Reaching Movements for EEG-Based Robot Arm Control

    Jeong, J. H., Kim, K. T., Kim, D. J. & Lee, S. W., 2018 Jul 2, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 511-514 4 p. 8616091. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

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

    20 Citations (Scopus)
  • Deep chronnectome learning via full bidirectional long short-term memory networks for MCI diagnosis

    Yan, W., Zhang, H., Sui, J. & Shen, D., 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. 249-257 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

    37 Citations (Scopus)
  • Deep learning based inter-modality image registration supervised by intra-modality similarity

    Cao, X., Yang, J., Wang, L., Xue, Z., Wang, Q. & Shen, D., 2018, Machine Learning in Medical Imaging - 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Liu, M., Suk, H.-I. & Shi, Y. (eds.). Springer Verlag, p. 55-63 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11046 LNCS).

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

    Open Access
    76 Citations (Scopus)
  • Deep learning for fast and spatially-constrained tissue quantification from highly-undersampled data in magnetic resonance fingerprinting (MRF)

    Fang, Z., Chen, Y., Liu, M., Zhan, Y., Lin, W. & Shen, D., 2018, Machine Learning in Medical Imaging - 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Shi, Y., Suk, H.-I. & Liu, M. (eds.). Springer Verlag, p. 398-405 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11046 LNCS).

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

    Open Access
    3 Citations (Scopus)
  • Densely Deep Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound

    Wang, N., Bian, C., Wang, Y., Xu, M., Qin, C., Yang, X., Wang, T., Li, A., Shen, D. & Ni, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Fichtinger, G., Schnabel, J. A., Alberola-López, C. & Davatzikos, C. (eds.). Springer Verlag, p. 641-648 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11073 LNCS).

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

    26 Citations (Scopus)
  • Design of a brain-controlled robot arm system based on upper-limb movement imagery

    Jeong, J. H., Kim, K. T., Yun, Y. D. & Lee, S. W., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-3 3 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

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

    11 Citations (Scopus)
  • Detecting driver's braking intention using recurrent convolutional neural networks based EEG Analysis

    Lee, S. M., Kim, J. W. & Lee, S. W., 2018 Dec 13, Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 846-851 6 p. 8575932. (Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017).

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

    5 Citations (Scopus)
  • Developing novel weighted correlation kernels for convolutional neural networks to extract hierarchical functional connectivities from fMRI for disease diagnosis

    Jie, B., Liu, M., Lian, C., Shi, F. & Shen, D., 2018, Machine Learning in Medical Imaging - 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Liu, M., Suk, H.-I. & Shi, Y. (eds.). Springer Verlag, p. 1-9 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11046 LNCS).

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

    Open Access
    4 Citations (Scopus)
  • Do baby brain cortices that look alike at birth grow alike during the first year of postnatal development?

    Rekik, I., Li, G., Lin, W. & Shen, D., 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. 566-574 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

    5 Citations (Scopus)
  • Dual-domain cascaded regression for synthesizing 7T from 3T MRI

    Zhang, Y., Cheng, J. Z., Xiang, L., Yap, P. T. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 410-417 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11070 LNCS).

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

    Open Access
    18 Citations (Scopus)
  • Early diagnosis of autism disease by multi-channel CNNs

    Li, G., Liu, M., Sun, Q., Shen, D. & Wang, L., 2018, Machine Learning in Medical Imaging - 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Liu, M., Suk, H.-I. & Shi, Y. (eds.). Springer Verlag, p. 303-309 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11046 LNCS).

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

    36 Citations (Scopus)
  • EEG-based classification of consciousness during sedation using global spectra principal components

    Yeom, S. K., Kim, H. J., Seo, K. S., Kim, H. J. & Lee, S. W., 2018 Dec 13, Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 804-809 6 p. 8575925

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

    1 Citation (Scopus)
  • Efficient groupwise registration of MR brain images via Hierarchical graph set Shrinkage

    Dong, P., Cao, X., Yap, P. T. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 819-826 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11070 LNCS).

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

    Open Access
    1 Citation (Scopus)
  • Estimation of shape and growth brain network atlases for connectomic brain mapping in developing infants

    Rekik, I., Li, G., Lin, W. & Shen, D., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 985-989 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

    Open Access
    4 Citations (Scopus)
  • Evaluation of outlier prevalence of density distribution in brain computed tomography: Comparison of kurtosis and quartile statistics

    Wang, I. N., Kim, H. J., Kim, E. J., Kim, Y. T. & Kim, D. J., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

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

  • Feel the movement: Real motion influences responses to Take-over requests in highly automated vehicles

    Borojeni, S. S., Boll, S. C. J., Heuten, W., Bülthoff, H. H. & Chuang, L., 2018 Apr 20, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

    57 Citations (Scopus)
  • Fetal cortical parcellation based on growth patterns

    Xia, J., Zhang, C., Wang, F., Benkarim, O. M., Sanroma, G., Piella, G., Balleste, M. A. G., Hahner, N., Eixarch, E., Shen, D. & Li, G., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 696-699 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

    2 Citations (Scopus)
  • Filtering, Unwrapping, and Denoising Sterategy for Quality Enhancement of the Noisy Wrapped Phase of the Neuronal Cells

    Tayebi, B. & Han, J. H., 2018 Nov 6, 31st Annual Conference of the IEEE Photonics Society, IPC 2018. Institute of Electrical and Electronics Engineers Inc., 8527304. (31st Annual Conference of the IEEE Photonics Society, IPC 2018).

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

  • Fine-Grained Segmentation Using Hierarchical Dilated Neural Networks

    Zhou, S., Nie, D., Adeli, E., Gao, Y., Wang, L., Yin, J. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Fichtinger, G., Schnabel, J. A., Alberola-López, C. & Davatzikos, C. (eds.). Springer Verlag, p. 488-496 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11073 LNCS).

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

    12 Citations (Scopus)
  • First-person activity recognition based on three-stream deep features

    Kim, Y. J., Lee, D. G. & Lee, S. W., 2018 Dec 10, International Conference on Control, Automation and Systems. IEEE Computer Society, p. 297-299 3 p. 8571982. (International Conference on Control, Automation and Systems; vol. 2018-October).

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

    4 Citations (Scopus)
  • How are the centered kernel principal components relevant to regression task? -An exact analysis

    Yukawa, M., Muller, K. R. & Ogino, Y., 2018 Sept 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2841-2845 5 p. 8462392. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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