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  • 2018

    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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

    10 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 proceeding › Conference 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 proceeding › Conference contribution

  • Humans construct survey estimates on the fly from a compartmentalised representation of the navigated environment

    Meilinger, T., Henson, A., Rebane, J., Bülthoff, H. H. & Mallot, H. A., 2018, Spatial Cognition XI - 11th International Conference, Spatial Cognition 2018, Proceedings. Klippel, A., Creem-Regehr, S. & Schöning, J. (eds.). Springer Verlag, p. 15-26 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11034 LNAI).

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

    7 Citations (Scopus)

  • Improving Open Directory Project-Based Text Classification with Hierarchical Category Embedding

    Lee, J. M., Kim, K. M., Kim, Y. & Lee, S-G., 2018 Oct 4, Proceedings of 2018 IEEE 17th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2018. Howard, N., Kwong, S., Wang, Y., Feldman, J., Widrow, B. & Sheu, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 246-253 8 p. 8482008. (Proceedings of 2018 IEEE 17th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2018).

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

    1 Citation (Scopus)

  • Incorporating word embeddings into open directory project based large-scale classification

    Kim, K. M., Dinara, A., Choi, B. J. & Lee, S-G., 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Ho, B., Phung, D., Webb, G. I., Tseng, V. S., Ganji, M. & Rashidi, L. (eds.). Springer Verlag, p. 376-388 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10938 LNAI).

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

    4 Citations (Scopus)

  • Infant brain development prediction with latent partial multi-view representation learning

    Zhang, C., Adelv, E., Wu, Z., Li, G., Lin, W. & Shen, D., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1048-1051 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

    1 Citation (Scopus)

  • Learning pairwise-similarity guided sparse functional connectivity network for MCI Classification

    Chen, X., Zhang, H., Zhang, Y., Li, Z. & Shen, D., 2018 Dec 13, Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 923-928 6 p. 8575945. (Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017).

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

    2 Citations (Scopus)

  • Learning to generate word representations using subword information

    Kim, Y., Kim, K. M., Lee, J. M. & Lee, S. K., 2018, COLING 2018 - 27th International Conference on Computational Linguistics, Proceedings. Bender, E. M., Derczynski, L. & Isabelle, P. (eds.). Association for Computational Linguistics (ACL), p. 2551-2561 11 p. (COLING 2018 - 27th International Conference on Computational Linguistics, Proceedings).

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

    16 Citations (Scopus)

  • Learning user preferences and understanding calendar contexts for event scheduling

    Kim, D., Lee, J., Choi, D., Choi, J. & Kang, J., 2018 Oct 17, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 337-346 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    8 Citations (Scopus)

  • Locality adaptive multi-modality GANs for high-quality PET image synthesis

    Wang, Y., Zhou, L., Wang, L., Yu, B., Zu, C., Lalush, D. S., Lin, W., Wu, X., Zhou, J. & 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. 329-337 9 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 proceeding › Conference contribution

    17 Citations (Scopus)

  • Longitudinal Sparse Regression for Neuroimage Based Consciousness Assessing and Tracking of Hydrocephalus Patients

    Chen, S., Tang, W., Hu, J., Cheng, Y., Wang, Q., Wu, X. & Shen, D., 2018 May 25, Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018. Institute of Electrical and Electronics Engineers Inc., p. 595-598 4 p. 8367183. (Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018).

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

  • Low-rank representation for multi-center autism spectrum disorder identification

    Wang, M., Zhang, D., Huang, J., Shen, D. & Liu, M., 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. 647-654 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 proceeding › Conference contribution

    20 Citations (Scopus)

  • Multi-layer large-scale functional connectome reveals infant brain developmental patterns

    Zhang, H., Stanley, N., Mucha, P. J., Yin, W., 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. 136-144 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

    8 Citations (Scopus)

  • Multi-layer multi-view classification for Alzheimer's disease diagnosis

    Zhang, C., Adeli, E., Zhou, T., Chen, X. & Shen, D., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 4406-4413 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

    33 Citations (Scopus)

  • Noise reduction in fNIRS data using extended Kalman filter combined with short separation measurement

    Dong, S. & Jeong, J., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-3 3 p.

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

    4 Citations (Scopus)

  • Obfuscated VBA macro detection using machine learning

    Kim, S., Hong, S., Oh, J. & Lee, H., 2018 Jul 19, Proceedings - 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2018. Institute of Electrical and Electronics Engineers Inc., p. 490-501 12 p. 8416509. (Proceedings - 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2018).

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

    24 Citations (Scopus)

  • Open access repository for hybrid EEG-NIRS data

    Shin, J., Von Luhmann, A., Blankertz, B., Kim, D. W., Mehnert, J., Jeong, J., Hwang, H. J. & Muller, K. R., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

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

    5 Citations (Scopus)

  • Penalized geodesic tractography for mitigating gyral bias

    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. 12-19 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 proceeding › Conference contribution

    3 Citations (Scopus)

  • Predicting what you remember from brain activity: EEG-based decoding of long-term memory formation

    Kang, T., Chen, Y., Fazli, S. & Wallraven, C., 2018, Symbiotic Interaction - 6th International Workshop, Symbiotic 2017, Revised Selected Papers. Blankertz, B., Spagnolli, A., Gamberini, L., Jacucci, G. & Ham, J. (eds.). Springer Verlag, p. 63-73 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10727 LNCS).

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

  • Prett: Protocol reverse engineering using binary tokens and network traces

    Lee, C., Bae, J. & Lee, H., 2018, ICT Systems Security and Privacy Protection - 33rd IFIP TC 11 International Conference, SEC 2018, Held at the 24th IFIP World Computer Congress, WCC 2018, Proceedings. Janczewski, L. J. & Kutyłowski, M. (eds.). Springer, p. 141-155 15 p. (IFIP Advances in Information and Communication Technology; vol. 529).

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

    8 Citations (Scopus)

  • Probabilistic source separation on resting-state fMRI and its use for early MCI identification

    Kang, E. & Suk, H. I., 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. 275-283 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

    2 Citations (Scopus)

  • Real-Time Nonlinear Model Predictive Control of a Motion Simulator Based on a 8-DOF Serial Robot

    Katliar, M., Drop, F. M., Teufell, H., DIehl, M. & Bülthoff, H. H., 2018 Nov 27, 2018 European Control Conference, ECC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1529-1535 7 p. 8550041. (2018 European Control Conference, ECC 2018).

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

    24 Citations (Scopus)

  • Regional abnormality representation learning in structural MRI for AD/MCI diagnosis

    Choi, J. S., Lee, E. & Suk, H. I., 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. 64-72 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 proceeding › Conference contribution

    3 Citations (Scopus)

  • Registration-free infant cortical surface parcellation using deep convolutional neural networks

    Wu, Z., Li, G., Wang, L., Shi, F., Lin, W., Gilmore, J. 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. 672-680 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

    18 Citations (Scopus)

  • Revealing regional associations of cortical folding alterations with in utero ventricular dilation using joint spectral embedding

    Benkarim, O. M., Sanroma, G., Piella, G., Rekik, I., Hahner, N., Eixarch, E., González Ballester, M. A., Shen, D. & Li, G., 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. 620-627 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 proceeding › Conference contribution

    3 Citations (Scopus)

  • Robust arterial blood pressure onset detection method from signal artifacts

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

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

    1 Citation (Scopus)

  • Single-shot multiple-color holography of single neuron using spatial frequency multiplexing

    Tayebi, B., Jeong, Y. & Han, J. H., 2018, Frontiers in Optics, FIO 2018. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F114-FIO 2018).

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

    1 Citation (Scopus)

  • Spatiooral analysis of EEG signal during consciousness using convolutional neural network

    Lee, M., Yeom, S. K., Baird, B., Gosseries, O., Nieminen, J. O., Tononi, G. & 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 proceeding › Conference contribution

    12 Citations (Scopus)

  • Synthesizing missing PET from MRI with cycle-consistent generative adversarial networks for Alzheimer’s disease diagnosis

    Pan, Y., Liu, M., Lian, C., Zhou, T., Xia, Y. & 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. 455-463 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

    103 Citations (Scopus)

  • Temporal correlation structure learning for MCI conversion prediction

    Wang, X., Cai, W., Shen, D. & Huang, H., 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. 446-454 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

    5 Citations (Scopus)

  • The effect of road bumps on touch interaction in cars

    Mayer, S., Le, H. V., Nesti, A., Henze, N., Bülthoff, H. H. & Chuang, L. L., 2018 Sept 23, Proceedings - 10th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2018. Association for Computing Machinery, Inc, p. 85-93 9 p. (Proceedings - 10th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2018).

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

    6 Citations (Scopus)

  • Topological correction of infant cortical surfaces using anatomically constrained U-net

    Sun, L., Zhang, D., Wang, L., Shao, W., Chen, Z., Lin, W., Shen, D. & Li, G., 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. 125-133 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 proceeding › Conference contribution

    2 Citations (Scopus)

  • Ultra-fast T2-weighted MR reconstruction using complementary T1-weighted information

    Xiang, L., Chen, Y., Chang, W., Zhan, Y., Lin, W., Wang, Q. & 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. 215-223 9 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 proceeding › Conference contribution

    25 Citations (Scopus)

  • Unpaired deep cross-modality synthesis with fast training

    Xiang, L., Li, Y., Lin, W., Wang, Q. & Shen, D., 2018, Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018 and 8th International Workshop, ML-CDS 2018 Held in Conjunction with MICCAI 2018. Stoyanov, D., Taylor, Z., Carneiro, G., Syeda-Mahmood, T., Martel, A., Maier-Hein, L., Tavares, J. M. R. S., Bradley, A., Papa, J. P., Belagiannis, V., Nascimento, J. C., Lu, Z., Conjeti, S., Moradi, M., Greenspan, H. & Madabhushi, A. (eds.). Springer Verlag, p. 155-164 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11045 LNCS).

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

    15 Citations (Scopus)

  • Use the right sound for the right job: Verbal commands and auditory icons for a task-management system favor different information processes in the brain

    Glatz, C., Krupenia, S. S., Bülthoff, H. H. & Chuang, L. 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 proceeding › Conference contribution

    15 Citations (Scopus)

  • Utilizing probase in open directory project-based text classification

    Jun, S. Y., Aliyeva, D., Lee, J. M. & Lee, S-G., 2018 Oct 12, 2018 IEEE International Conference on Fuzzy Systems, FUZZ 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8491626. (IEEE International Conference on Fuzzy Systems; vol. 2018-July).

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

    2 Citations (Scopus)

  • Volume-based analysis of 6-month-old infant brain MRI for autism biomarker identification and early diagnosis

    Wang, L., Li, G., Shi, F., Cao, X., Lian, C., Nie, D., Liu, M., Zhang, H., Li, G., Wu, Z., 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. 411-419 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

    54 Citations (Scopus)

  • Voxel deconvolutional networks for 3D brain image labeling

    Chen, Y., Shi, M., Gao, H., Shen, D., Cai, L. & Ji, S., 2018 Jul 19, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1226-1234 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

    Open Access
    12 Citations (Scopus)
  • 2017

    4D infant cortical surface atlas construction using spherical patch-based sparse representation

    Wu, Z., Li, G., Meng, Y., Wang, L., Lin, W. & Shen, D., 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. 57-65 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

    13 Citations (Scopus)

  • A brain-computer interface speiler using peripheral stimulus-based SSVEP and P300

    Hwang, J. Y., Lee, M. H. & Lee, S. W., 2017 Feb 16, 5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc., p. 77-78 2 p. 7858164. (5th International Winter Conference on Brain-Computer Interface, BCI 2017).

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

    15 Citations (Scopus)

  • Advanced deep learning for blood vessel segmentation in retinal fundus images

    Ngo, L. & Han, J. H., 2017 Feb 16, 5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc., p. 91-92 2 p. 7858169. (5th International Winter Conference on Brain-Computer Interface, BCI 2017).

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

    7 Citations (Scopus)

  • Alternative CSP approaches for multimodal distributed BCI data

    Brandl, S., Muller, K. R. & Samek, W., 2017 Feb 6, 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3742-3747 6 p. 7844816. (2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings).

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

    2 Citations (Scopus)

  • Analysis of steady state visual evoked potentials based on viewing distance changes for brain-machine interface speller

    Kwak, N. S., Won, D. O., Kim, K. T., Park, H. J. & Lee, S. W., 2017 Feb 6, 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1502-1505 4 p. 7844450

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

    3 Citations (Scopus)

  • A novel framework for groupwise registration of fMRI images based on common functional networks

    Zhao, Y., Zhang, S., Chen, H., Zhang, W., Lv, J., Jiang, X., Shen, D. & Liu, T., 2017 Jun 15, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 485-489 5 p. 7950566. (Proceedings - International Symposium on Biomedical Imaging).

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

    2 Citations (Scopus)

  • Automated malaria cell counter using Hough transform based method

    Harris, M., Ku, B., Lim, C. S. & Ko, H., 2017 Mar 29, 2017 IEEE International Conference on Consumer Electronics, ICCE 2017. Institute of Electrical and Electronics Engineers Inc., p. 404-405 2 p. 7889372

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

  • Brain-Computer Interfacing for multimedia quality assessment

    Bosse, S., Muller, K., Wiegand, T. & Samek, W., 2017 Feb 6, 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2834-2839 6 p. 7844669

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

    27 Citations (Scopus)

  • Brain image labeling using multi-atlas guided 3D fully convolutional networks

    Fang, L., Zhang, L., Nie, D., Cao, X., Bahrami, K., He, H. & Shen, D., 2017, Patch-Based Techniques in Medical Imaging - 3rd International Workshop, Patch-MI 2017 Held in Conjunction with MICCAI 2017, Proceedings. Zhan, Y., Bai, W., Wu, G., Coupe, P., Munsell, B. C. & Sanroma, G. (eds.). Springer Verlag, p. 12-19 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10530 LNCS).

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

    10 Citations (Scopus)