Department of Brain and Cognitive Engineering

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  • 2020

    Construction of Spatiotemporal Infant Cortical Surface Functional Templates

    the UNC/UMN Baby Connectome Project Consortium, 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. 238-248 11 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 proceedingConference contribution

    1 Citation (Scopus)
  • Data-Consistency in Latent Space and Online Update Strategy to Guide GAN for Fast MRI Reconstruction

    Chen, S., Sun, S., Huang, X., Shen, D., Wang, Q. & Liao, S., 2020, Machine Learning for Medical Image Reconstruction - 3rd International Workshop, MLMIR 2020, Held in Conjunction with MICCAI 2020, Proceedings. Deeba, F., Johnson, P., Würfl, T. & Ye, J. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 82-90 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12450 LNCS).

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

    3 Citations (Scopus)
  • Decoding Movement Imagination and Execution from Eeg Signals Using Bci-Transfer Learning Method Based on Relation Network

    Lee, D. Y., Jeong, J. H., Shim, K. H. & Lee, S. W., 2020 May, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1354-1358 5 p. 9052997. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

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

    11 Citations (Scopus)
  • Deep disentangled hashing with momentum triplets for neuroimage search

    Yang, E., Yao, D., Cao, B., Guan, H., Yap, P. T., Shen, D. & Liu, M., 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. 191-201 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12261 LNCS).

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

    Open Access
    5 Citations (Scopus)
  • Detection of Pilot’s Drowsiness Based on Multimodal Convolutional Bidirectional LSTM Network

    Yu, B. W., Jeong, J. H., Lee, D. H. & Lee, S. W., 2020, Pattern Recognition - 5th Asian Conference, ACPR 2019, Revised Selected Papers. Palaiahnakote, S., Sanniti di Baja, G., Wang, L. & Yan, W. Q. (eds.). Springer, p. 530-543 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12047 LNCS).

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

    3 Citations (Scopus)
  • Disentangled Intensive Triplet Autoencoder for Infant Functional Connectome Fingerprinting

    for UNC/UMN Baby Connectome Project Consortium, 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. 72-82 11 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 proceedingConference contribution

    4 Citations (Scopus)
  • Domain-Invariant Prior Knowledge Guided Attention Networks for Robust Skull Stripping of Developing Macaque Brains

    Zhong, T., Zhang, Y., Zhao, F., Pei, Y., Liao, L., Ning, Z., Wang, L., Shen, D. & Li, G., 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. 22-32 11 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 proceedingConference contribution

    1 Citation (Scopus)
  • EEG-Based Assessment of Perceived Realness in Stylized Face Images

    Bagdasarian, M. T., Hilsmann, A., Eisert, P., Curio, G., Muller, K. R., Wiegand, T. & Bosse, S., 2020 May, 2020 12th International Conference on Quality of Multimedia Experience, QoMEX 2020. Institute of Electrical and Electronics Engineers Inc., 9123145. (2020 12th International Conference on Quality of Multimedia Experience, QoMEX 2020).

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

    6 Citations (Scopus)
  • EEG Representations of Spatial and Temporal Features in Imagined Speech and Overt Speech

    Lee, S. H., Lee, M. & Lee, S. W., 2020, Pattern Recognition - 5th Asian Conference, ACPR 2019, Revised Selected Papers. Palaiahnakote, S., Sanniti di Baja, G., Wang, L. & Yan, W. Q. (eds.). Springer, p. 387-400 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12047 LNCS).

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

    14 Citations (Scopus)
  • Encoder-Decoder Networks for Retinal Vessel Segmentation Using Large Multi-scale Patches

    Browatzki, B., Lies, J. P. & Wallraven, C., 2020, Ophthalmic Medical Image Analysis - 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 42-52 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12069 LNCS).

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

  • End-to-End Automatic Sleep Stage Classification Using Spectral-Temporal Sleep Features

    Kim, H. J., Lee, M. & Lee, S. W., 2020 Jul, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 3452-3455 4 p. 9176477. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

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

    7 Citations (Scopus)
  • Estimating Tissue Microstructure with Undersampled Diffusion Data via Graph Convolutional Neural Networks

    the UNC/UMN Baby Connectome Project Consortium, 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. 280-290 11 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 proceedingConference contribution

    Open Access
    11 Citations (Scopus)
  • Fast Correction of Eddy-Current and Susceptibility-Induced Distortions Using Rotation-Invariant Contrasts

    the UNC/UMN Baby Connectome Project Consortium, 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. 34-43 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12262 LNCS).

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

    1 Citation (Scopus)
  • Globally Optimized Super-Resolution of Diffusion MRI Data via Fiber Continuity

    Wu, Y., Hong, Y., Ahmad, S., Chang, W. T., Lin, W., Shen, D. & Yap, P. T., 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. 260-269 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 proceedingConference contribution

    2 Citations (Scopus)
  • 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 proceedingConference contribution

  • Identifying patch-level MSI from histological images of Colorectal Cancer by a Knowledge Distillation Model

    Ke, J., Shen, Y., Wright, J. D., Jing, N., Liang, X. & Shen, D., 2020 Dec 16, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y.-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1043-1046 4 p. 9313141. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

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

    13 Citations (Scopus)
  • Implementation of hardware-based neural network using memristors with abrupt SET and gradual RESET characteristics

    Pyo, Y., Nahm, S., Jeong, J. & Shin, J., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061641. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

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

    1 Citation (Scopus)
  • Importance of Reliable EEG Data in Motor Imagery Classification: Attention Level-based Approach

    Lee, S., Kim, Y. T., Hwang, S. O., Kim, H. & Kim, D. J., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061647. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

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

    7 Citations (Scopus)
  • Infant Cognitive Scores Prediction with Multi-stream Attention-Based Temporal Path Signature Features

    Zhang, X., Cheng, J., Ni, H., Li, C., Xu, X., Wu, Z., Wang, L., Lin, W., Shen, D. & Li, G., 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. 134-144 11 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 proceedingConference contribution

    2 Citations (Scopus)
  • Joint Appearance-Feature Domain Adaptation: Application to QSM Segmentation Transfer

    Xiao, B., He, N., Wang, Q., Xue, Z., Chen, L., Yan, F., Shi, F. & Shen, D., 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. 241-249 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 proceedingConference contribution

  • Joint Image Quality Assessment and Brain Extraction of Fetal MRI Using Deep Learning

    Liao, L., Zhang, X., Zhao, F., Zhong, T., Pei, Y., Xu, X., Wang, L., Zhang, H., Shen, D. & Li, G., 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. 415-424 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12266 LNCS).

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

    12 Citations (Scopus)
  • Label-Driven Brain Deformable Registration Using Structural Similarity and Nonoverlap Constraints

    Hu, S., Zhang, L., Xu, Y. & Shen, D., 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. 210-219 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 proceedingConference contribution

    2 Citations (Scopus)
  • Lateralization of alpha oscillation under preparation Lead to Efficiency of Motor Imagery: Related with Performance of Classification

    Lee, S., Lee, C. H., Kim, H. & Kim, D. J., 2020 Oct 11, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers Inc., p. 2502-2505 4 p. 9283439. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2020-October).

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

    2 Citations (Scopus)
  • LDGAN: Longitudinal-Diagnostic Generative Adversarial Network for Disease Progression Prediction with Missing Structural MRI

    Ning, Z., Zhang, Y., Pan, Y., Zhong, T., Liu, M. & Shen, D., 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. 170-179 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 proceedingConference contribution

    4 Citations (Scopus)
  • Motor Imagery Classification of Single-Arm Tasks Using Convolutional Neural Network based on Feature Refining

    Lee, B. H., Jeong, J. H., Shim, K. H. & Kim, D. J., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061632. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

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

    6 Citations (Scopus)
  • mr$$^2$$ NST: Multi-resolution and Multi-reference Neural Style Transfer for Mammography

    Wang, S., Huo, J., Ouyang, X., Che, J., Xue, Z., Shen, D., Wang, Q. & Cheng, J. Z., 2020, Predictive Intelligence in Medicine - 3rd International Workshop, PRIME 2020, Held in Conjunction with MICCAI 2020, Proceedings. Rekik, I., Adeli, E., Park, S. H. & Valdés Hernández, M. D. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 169-177 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12329 LNCS).

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

    2 Citations (Scopus)
  • Multi-task Dynamic Transformer Network for Concurrent Bone Segmentation and Large-Scale Landmark Localization with Dental CBCT

    Lian, C., Wang, F., Deng, H. H., Wang, L., Xiao, D., Kuang, T., Lin, H. Y., Gateno, J., Shen, S. G. F., Yap, P. T., Xia, J. J. & Shen, D., 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. 807-816 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12264 LNCS).

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

    Open Access
    25 Citations (Scopus)
  • Non-local u-nets for biomedical image segmentation

    Wang, Z., Zou, N., Shen, D. & Ji, S., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 6315-6322 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

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

    151 Citations (Scopus)
  • Prediction of Subsequent Memory Effects Using Convolutional Neural Network

    Kalafatovich, J., Lee, M. & Lee, S. W., 2020, Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Proceedings. Lu, Y., Vincent, N., Yuen, P. C., Zheng, W.-S., Cheriet, F. & Suen, C. Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 251-263 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12068 LNCS).

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

    2 Citations (Scopus)
  • Real-time integrated human activity recognition system based on multimodal user understanding

    Choi, J. H., Kim, K., Park, T., Yun, J., Lee, J. H., Kim, S., Shim, H. & Lee, J. S., 2020 Mar 17, Proceedings of the 25th International Conference on Intelligent User Interfaces Companion. IUI 2020. Association for Computing Machinery, p. 89-90 2 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

    3 Citations (Scopus)
  • Relative attributing propagation: Interpreting the comparative contributions of individual units in deep neural networks

    Nam, W. J., Gur, S., Choi, J., Wolf, L. & Lee, S. W., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 2501-2508 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

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

    55 Citations (Scopus)
  • Semantic Hierarchy Guided Registration Networks for Intra-subject Pulmonary CT Image Alignment

    Chen, L., Cao, X., Chen, L., Gao, Y., Shen, D., Wang, Q. & Xue, Z., 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. 181-189 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12263 LNCS).

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

    5 Citations (Scopus)
  • Temporal-Adaptive Graph Convolutional Network for Automated Identification of Major Depressive Disorder Using Resting-State fMRI

    Yao, D., Sui, J., Yang, E., Yap, P. T., Shen, D. & Liu, M., 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. 1-10 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 proceedingConference contribution

    Open Access
    32 Citations (Scopus)
  • Tract Dictionary Learning for Fast and Robust Recognition of Fiber Bundles

    the UNC/UMN Baby Connectome Project Consortium, 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. 251-259 9 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 proceedingConference contribution

    10 Citations (Scopus)
  • Two-Stage Mapping-Segmentation Framework for Delineating COVID-19 Infections from Heterogeneous CT Images

    Li, T., Wang, Z., Chen, Y., Zhang, L., Gao, Y., Shi, F., Qian, D., Wang, Q. & Shen, D., 2020, Thoracic Image Analysis - Second International Workshop, TIA 2020, Held in Conjunction with MICCAI 2020, Proceedings. Petersen, J., San José Estépar, R., Schmidt-Richberg, A., Gerard, S., Lassen-Schmidt, B., Jacobs, C., Beichel, R. & Mori, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-13 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12502 LNCS).

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

    1 Citation (Scopus)
  • Unsupervised Learning for Spherical Surface Registration

    the UNC/UMN Baby Connectome Project Consortium, 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. 373-383 11 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 proceedingConference contribution

    Open Access
    2 Citations (Scopus)
  • VIGNet: A Deep Convolutional Neural Network for EEG-based Driver Vigilance Estimation

    Ko, W., Oh, K., Jeon, E. & Suk, H. I., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061668. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

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

    49 Citations (Scopus)
  • 2019

    Adaptive Thresholding of Functional Connectivity Networks for fMRI-Based Brain Disease Analysis

    Wang, Z., Jie, B., Bian, W., Zhang, D., Shen, D. & Liu, M., 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. 18-26 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

    2 Citations (Scopus)
  • A Deep Learning Framework for Noise Component Detection from Resting-State Functional MRI

    for 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. 754-762 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 proceedingConference contribution

    17 Citations (Scopus)
  • A Longitudinal MRI Study of Amygdala and Hippocampal Subfields for Infants with Risk of Autism

    Li, G., Chen, M. H., Li, G., Wu, D., Lian, C., Sun, Q., Shen, D. & Wang, L., 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. 164-171 8 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

    17 Citations (Scopus)
  • A Neural Network Model of Spatial Distortion Sensitivity for Video Quality Estimation

    Becker, S., Muller, K. R., Wiegand, T. & Bosse, S., 2019 Oct, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing, MLSP 2019. IEEE Computer Society, 8918899. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2019-October).

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

    3 Citations (Scopus)
  • An online top-down SSVEP-BMI for augmented reality

    Kim, J. W., Kim, M. N., Kang, D. H., Ahn, M. H., Kim, H. S. & Min, B. K., 2019 Feb, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737348. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

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

    8 Citations (Scopus)
  • A preliminary volumetric mri study of amygdala and hippocampal subfields in autism during infancy

    Li, G., Chen, M. H., Li, G., Wu, D., Sun, Q., Shen, D. & Wang, L., 2019 Apr, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1052-1056 5 p. 8759439. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

    11 Citations (Scopus)
  • Assistive robotic arm control based on brain-machine interface with vision guidance using convolution neural network

    Shim, K. H., Jeong, J. H., Kwon, B. H., Lee, B. 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. 2785-2790 6 p. 8914058. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

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

    10 Citations (Scopus)
  • Asymmetry Spectrum Imaging for Baby Diffusion Tractography

    and the UNC/UMN Baby Connectome Project Consortium, 2019, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Chung, A. C. S., Gee, J. C., Yushkevich, P. A. & Bao, S. (eds.). Springer Verlag, p. 319-331 13 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

    Open Access
    7 Citations (Scopus)
  • Automated Parcellation of the Cortex Using Structural Connectome Harmonics

    Taylor IV, H. P., Wu, Z., Wu, Y., Shen, D., Zhang, H. & Yap, P. 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. 475-483 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 proceedingConference contribution

    Open Access
    1 Citation (Scopus)
  • Automatic Fetal Brain Extraction Using Multi-stage U-Net with Deep Supervision

    Lou, J., Li, D., Bui, T. D., Zhao, F., Sun, L., Li, G. & 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. 592-600 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

    18 Citations (Scopus)
  • Black-box decision based adversarial attack with symmetric α-stable distribution

    Srinivasan, V., Kuruoglu, E. E., Müller, K. R., Samek, W. & Nakajima, S., 2019 Sept, EUSIPCO 2019 - 27th European Signal Processing Conference. European Signal Processing Conference, EUSIPCO, (European Signal Processing Conference; vol. 2019-September).

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

    5 Citations (Scopus)
  • Characterizing Non-Gaussian Diffusion in Heterogeneously Oriented Tissue Microenvironments

    Huynh, K. M., Xu, T., Wu, Y., Thung, K. H., Chen, G., Lin, W., Shen, D. & Yap, P. 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. 556-563 8 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 proceedingConference contribution

    Open Access
    3 Citations (Scopus)
  • Charting development-based joint parcellation maps of human and macaque brains during infancy

    Xia, J., Wang, F., Wu, Z., Wang, L., Wang, Y., Zhang, C., Lin, W., Shen, D. & Li, G., 2019 Apr, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 422-425 4 p. 8759379. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

    1 Citation (Scopus)