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  • 2020

    Multi-pretraining for large-scale text classification

    Kim, K. M., Hyeon, B., Kim, Y., Park, J. H. & Lee, S. K., 2020, Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020. Association for Computational Linguistics (ACL), p. 2041-2050 10 p. (Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020).

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

    16 Citations (Scopus)

  • Personalizing large-scale text classification by modeling individual differences

    Lee, J., Choi, B. J., Kim, Y., Kim, K. M., Ryu, W. J. & Lee, S., 2020 Mar 30, 35th Annual ACM Symposium on Applied Computing, SAC 2020. Association for Computing Machinery, p. 900-902 3 p. (Proceedings of the ACM Symposium on Applied Computing).

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

  • Prediction of Event Related Potential Speller Performance Using Resting-State EEG

    Shin, G. H., Lee, M., Kim, H. J. & 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. 2973-2976 4 p. 9175914. (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 proceeding › Conference contribution

    1 Citation (Scopus)

  • Prediction of Memory Retrieval Performance Using Ear-EEG Signals

    Kalafatovich, 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. 3363-3366 4 p. 9175990. (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 proceeding › Conference contribution

    2 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 proceeding › Conference contribution

    2 Citations (Scopus)

  • Pre-trained Language Model for Biomedical Question Answering

    Yoon, W., Lee, J., Kim, D., Jeong, M. & Kang, J., 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 727-740 14 p. (Communications in Computer and Information Science; vol. 1168 CCIS).

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

    29 Citations (Scopus)

  • Ranking paragraphs foriImproving answer recall in open-domain Question Answering

    Lee, J., Yun, S., Kim, H., Ko, M. & Kang, J., 2020 Jan 1, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 565-569 5 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

    44 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 proceeding › Conference contribution

    2 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 proceeding › Conference contribution

    33 Citations (Scopus)

  • Representation learning for unseen words by bridging subwords to semantic networks

    Kim, Y., Kim, K. M. & Lee, S. K., 2020, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 4774-4780 7 p. (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

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

  • Robust Neural Networks Inspired by Strong Stability Preserving Runge-Kutta Methods

    Kim, B., Chudomelka, B., Park, J., Kang, J., Hong, Y. & Kim, H. J., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 416-432 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12354 LNCS).

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

    2 Citations (Scopus)

  • Rotation invariant aerial image retrieval with group convolutional metric learning

    Chung, H., Nam, W. J. & Lee, S. W., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 6431-6438 8 p. 9412803. (Proceedings - International Conference on Pattern Recognition).

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

    2 Citations (Scopus)

  • Towards Brain-Computer Interfaces for Drone Swarm Control

    Jeong, J. H., Lee, D. H., Ahn, H. J. & Lee, S. W., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061646. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

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

    15 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 proceeding › Conference contribution

    7 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 proceeding › Conference contribution

    1 Citation (Scopus)

  • UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection

    Kim, B., Choi, T., Kang, J. & Kim, H. J., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 498-514 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12360 LNCS).

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

    36 Citations (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 proceeding › Conference contribution

    2 Citations (Scopus)

  • VERISMART: A highly precise safety verifier for ethereum smart contracts

    So, S., Lee, M., Park, J., Lee, H. & Oh, H., 2020 May, Proceedings - 2020 IEEE Symposium on Security and Privacy, SP 2020. Institute of Electrical and Electronics Engineers Inc., p. 1678-1694 17 p. 9152689. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2020-May).

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

    Open Access
    58 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 proceeding › Conference contribution

    36 Citations (Scopus)
  • 2019

    A Comprehensive Analysis of Alcoholic EEG Signals with Detrend Fluctuation Analysis and Post Classifiers

    Prabhakar, S. K., Rajaguru, H. & Lee, S. W., 2019 Feb, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737328. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

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

    8 Citations (Scopus)

  • Adaptive convolution for text classification

    Choi, B. J., Park, J. H. & Lee, S. K., 2019, Long and Short Papers. Association for Computational Linguistics (ACL), p. 2475-2485 11 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

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

    14 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 proceeding › Conference contribution

    14 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 proceeding › Conference contribution

    13 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 proceeding › Conference 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 proceeding › Conference contribution

    6 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 proceeding › Conference contribution

    10 Citations (Scopus)

  • A robust matching network for gradually estimating geometric transformation on remote sensing imagery

    Kim, D. G., Nam, W. J. & Lee, S. W., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3889-3894 6 p. 8913881. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

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

    15 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 proceeding › Conference 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 proceeding › Conference contribution

    5 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 proceeding › Conference contribution

    1 Citation (Scopus)

  • BeaconRider: Opportunistic sharing of beacon air-time in densely deployed WLANs

    Lee, H., Kim, J., Joo, C. & Bahk, S., 2019 Oct, 27th IEEE International Conference on Network Protocols, ICNP 2019. IEEE Computer Society, 8888044. (Proceedings - International Conference on Network Protocols, ICNP; vol. 2019-October).

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

    5 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 proceeding › Conference contribution

    1 Citation (Scopus)

  • Causal connectivity according to conscious experience in non-rapid eye movement sleep

    Lee, M., Baird, B., Gosseries, O., Nieminen, J. O., Boly, M., Tononi, G. & Lee, S. W., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2133-2138 6 p. 8914541. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

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

    1 Citation (Scopus)

  • Changes in Fatigue and EEG Amplitude during a Longtime Use of Brain-Computer Interface

    Seo, S. P., Lee, M. H., Williamson, J. & Lee, S. W., 2019 Feb, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737306. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

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

    12 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 proceeding › Conference contribution

    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 proceeding › Conference contribution

    1 Citation (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., 2019 Jan 16, 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 proceeding › Conference contribution

    34 Citations (Scopus)

  • Classification of the motion artifacts in near-infrared spectroscopy based on wavelet statistical feature

    Lee, S. B., Kim, H., Lee, S., Kim, H. J., Lee, S. W. & Kim, D. J., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2144-2148 5 p. 8914331. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

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

    2 Citations (Scopus)

  • CNS: CycleGAN-Assisted Neonatal Segmentation Model for Cross-Datasets

    Chen, J., Fang, Z., Xiao, D., Bui, D. T., Thung, K. H., Li, X., Yang, J., Lin, W., Li, G., 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. 172-179 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 proceeding › Conference contribution

    1 Citation (Scopus)

  • CoCa-GAN: Common-Feature-Learning-Based Context-Aware Generative Adversarial Network for Glioma Grading

    Huang, P., Li, D., Jiao, Z., Wei, D., Li, G., Wang, Q., Zhang, H. & 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. 155-163 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

    14 Citations (Scopus)

  • Construction of 4d neonatal cortical surface atlases using wasserstein distance

    Chen, Z., Wu, Z., Sun, L., Wang, F., Wang, L., Zhao, F., Lin, W., Gilmore, J. H., Shen, D. & Li, G., 2019 Apr, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 995-998 4 p. 8759557. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

    2 Citations (Scopus)

  • Cortical foldingprints for infant identification

    Duan, D., Xia, S., Wu, Z., Wang, F., Wang, L., Lin, W., Gilmore, J. H., Shen, D. & Li, G., 2019 Apr, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 396-399 4 p. 8759429. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

    2 Citations (Scopus)

  • Decoding EEG by visual-guided deep neural networks

    Jiao, Z., You, H., Yang, F., Li, X., Zhang, H. & Shen, D., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 1387-1393 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

    Open Access
    13 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., 2019 Jan 16, 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 proceeding › Conference contribution

    20 Citations (Scopus)

  • DeepBundle: Fiber Bundle Parcellation with Graph Convolution Neural Networks

    Liu, F., Feng, J., Chen, G., Wu, Y., Hong, Y., Yap, P. T. & 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. 88-95 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 proceeding › Conference contribution

    11 Citations (Scopus)

  • Deep granular feature-label distribution learning for neuroimaging-based infant age prediction

    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. 149-157 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

    3 Citations (Scopus)

  • Deep Modeling of Growth Trajectories for Longitudinal Prediction of Missing Infant Cortical Surfaces

    Liu, P., Wu, Z., Li, G., Yap, P. T. & Shen, D., 2019, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Chung, A. C. S., Bao, S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer Verlag, p. 277-288 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 proceeding › Conference contribution

    3 Citations (Scopus)

  • Deep multi-modal latent representation learning for automated dementia diagnosis

    Zhou, T., Liu, M., Fu, H., Wang, J., Shen, J., Shao, L. & 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. 629-638 10 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

    11 Citations (Scopus)

  • Deep Transfer Learning for Whole-Brain FMRI Analyses

    Thomas, A. W., Müller, K. R. & Samek, W., 2019, OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - 2nd International Workshop, OR 2.0 2019, and 2nd International Workshop, MLCN 2019, Held in Conjunction with MICCAI 2019, Proceedings. Zhou, L., Sarikaya, D., Kia, S. M., Speidel, S., Malpani, A., Hashimoto, D., Habes, M., Löfstedt, T., Ritter, K. & Wang, H. (eds.). Springer, p. 59-67 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11796 LNCS).

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

    12 Citations (Scopus)