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夏 勇

Professor

根据储存在 Pure 的刊物以及来自 Scopus 的引用文献数量计算
20042025

每年的科研成果

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  • 2025

    DyNo: Dynamic Normalization based Test-Time Adaptation for 2D Medical Image Segmentation

    Fu, Y., Chen, Z., Ye, Y. & Xia, Y., 2025, Machine Learning in Medical Imaging - 15th International Workshop, MLMI 2024, Held in Conjunction with MICCAI 2024, Proceedings. Xu, X., Cui, Z., Sun, K., Rekik, I. & Ouyang, X. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 269-279 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 15241 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

  • 2024

    Continual Self-Supervised Learning: Towards Universal Multi-Modal Medical Data Representation Learning

    Ye, Y., Xie, Y., Zhang, J., Chen, Z., Wu, Q. & Xia, Y., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, 页码 11114-11124 11 页码 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

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    10 引用 （Scopus）

  • PairAug: What Can Augmented Image-Text Pairs Do for Radiology?

    Xie, Y., Chen, Q., Wang, S., To, M. S., Lee, I., Khoo, E. W., Hendy, K., Koh, D., Xia, Y. & Wu, Q., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, 页码 11652-11661 10 页码 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

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    2 引用 （Scopus）

  • Single-Cell Spatial Analysis of Histopathology Images for Survival Prediction via Graph Attention Network

    Li, Z., Jiang, Y., Liu, L., Xia, Y. & Li, R., 2024, Applications of Medical Artificial Intelligence - 2nd International Workshop, AMAI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Wu, S., Shabestari, B. & Xing, L. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 114-124 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14313 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    3 引用 （Scopus）

  • Spot the Difference: Difference Visual Question Answering with Residual Alignment

    Lu, Z., Xie, Y., Zeng, Q., Lu, M., Wu, Q. & Xia, Y., 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 649-658 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 15005 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    1 引用 （Scopus）

  • SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation

    Yue, W., Zhang, J., Hu, K., Xia, Y., Luo, J. & Wang, Z., 25 3月 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (编辑). 7 编辑 Association for the Advancement of Artificial Intelligence, 页码 6890-6898 9 页码 (Proceedings of the AAAI Conference on Artificial Intelligence; 卷 38, 号码 7).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

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    22 引用 （Scopus）

  • Think Twice before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts

    Chen, J., Ma, B., Cui, H. & Xia, Y., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, 页码 11439-11449 11 页码 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

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    10 引用 （Scopus）

  • Unsupervised Super-Resolution of Diffusion-Weighted Images via Deep Diffusion Prior

    Chen, G., Yang, H., Zhang, R., Bakarr, M., Xia, Y. & Yap, P. T., 2024, Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024. Cannataro, M., Zheng, H., Gao, L., Cheng, J., de Miranda, J. L., Zumpano, E., Hu, X., Cho, Y.-R. & Park, T. (编辑). Institute of Electrical and Electronics Engineers Inc., 页码 3092-3095 4 页码 (Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

  • URL: Combating Label Noise for Lung Nodule Malignancy Grading

    Ai, X., Liao, Z. & Xia, Y., 2024, Data Augmentation, Labelling, and Imperfections - 3rd MICCAI Workshop, DALI 2023 Held in Conjunction with MICCAI 2023, Proceedings. Xue, Y., Chen, C., Chen, C., Zuo, L. & Liu, Y. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 1-11 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14379 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    1 引用 （Scopus）
  • 2023

    Boundary-Aware Network for Kidney Parsing

    Hu, S., Liao, Z., Ye, Y. & Xia, Y., 2023, Lesion Segmentation in Surgical and Diagnostic Applications - MICCAI 2022 Challenges, CuRIOUS 2022, KiPA 2022 and MELA 2022, Held in Conjunction with MICCAI 2022, Proceedings. Xiao, Y., Yang, G. & Song, S. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 9-17 9 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13648 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    3 引用 （Scopus）

  • Deep U-Net Architecture with Curriculum Learning for Left Atrial Segmentation

    Jiang, L., Li, Y., Wang, Y., Cui, H., Xia, Y. & Zhang, Y., 2023, Left Atrial and Scar Quantification and Segmentation - 1st Challenge, LAScarQS 2022, Held in Conjunction with MICCAI 2022, Proceedings. Zhuang, X., Li, L., Wu, F. & Wang, S. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 115-123 9 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13586 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    3 引用 （Scopus）

  • Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation

    Hu, S., Liao, Z. & Xia, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 14-23 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14223 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    23 引用 （Scopus）

  • MedIM: Boost Medical Image Representation via Radiology Report-Guided Masking

    Xie, Y., Gu, L., Harada, T., Zhang, J., Xia, Y. & Wu, Q., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 13-23 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14220 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    8 引用 （Scopus）

  • Multi-modal Pathological Pre-training via Masked Autoencoders for Breast Cancer Diagnosis

    Lu, M., Wang, T. & Xia, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 457-466 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14225 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    2 引用 （Scopus）

  • PEFAT: Boosting Semi-Supervised Medical Image Classification via Pseudo-Loss Estimation and Feature Adversarial Training

    Zeng, Q., Xie, Y., Lu, Z. & Xia, Y., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, 页码 15671-15680 10 页码 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 卷 2023-June).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    27 引用 （Scopus）

  • PLMVQA: Applying Pseudo Labels for Medical Visual Question Answering with Limited Data

    Yu, Z., Xie, Y., Xia, Y. & Wu, Q., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops - MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI 2023, Proceedings. Woo, J., Hering, A., Silva, W., Li, X., Fu, H., Liu, X., Xing, F., Purushotham, S., Mathai, T. S., Mukherjee, P., De Grauw, M., Beets Tan, R., Corbetta, V., Kotter, E., Reyes, M., Baumgartner, C. F., Li, Q., Leahy, R., Dong, B., Chen, H., Huo, Y., Lv, J., Xu, X., Li, X., Mahapatra, D., Cheng, L., Petitjean, C. & Presles, B. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 357-367 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14394 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

  • Revealing Anatomical Structures in PET to Generate CT for Attenuation Correction

    Pan, Y., Liu, F., Jiang, C., Huang, J., Xia, Y. & Shen, D., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 24-33 10 页码 (Lecture Notes in Computer Science; 卷 14229 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

  • Supervised and Unsupervised Coupled Generative Adversarial Networks in Multivariate Time Series

    Wang, Q., Li, Y. & Xia, Y., 2023, 2023 4th International Conference on Information Science, Parallel and Distributed Systems, ISPDS 2023. Institute of Electrical and Electronics Engineers Inc., 页码 198-201 4 页码 (2023 4th International Conference on Information Science, Parallel and Distributed Systems, ISPDS 2023).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

  • Towards Accurate Microstructure Estimation via 3D Hybrid Graph Transformer

    Yang, J., Jiang, H., Tassew, T., Sun, P., Ma, J., Xia, Y., Yap, P. T. & Chen, G., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 25-34 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14227 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    4 引用 （Scopus）

  • TPRO: Text-Prompting-Based Weakly Supervised Histopathology Tissue Segmentation

    Zhang, S., Zhang, J., Xie, Y. & Xia, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 109-118 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14220 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    11 引用 （Scopus）

  • Transformer-Based Annotation Bias-Aware Medical Image Segmentation

    Liao, Z., Hu, S., Xie, Y. & Xia, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 24-34 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14223 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    9 引用 （Scopus）

  • Treasure in Distribution: A Domain Randomization Based Multi-source Domain Generalization for 2D Medical Image Segmentation

    Chen, Z., Pan, Y., Ye, Y., Cui, H. & Xia, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 89-99 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14223 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    14 引用 （Scopus）

  • UniSeg: A Prompt-Driven Universal Segmentation Model as Well as A Strong Representation Learner

    Ye, Y., Xie, Y., Zhang, J., Chen, Z. & Xia, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 508-518 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14222 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    23 引用 （Scopus）

  • Unpaired Cross-Modal Interaction Learning for COVID-19 Segmentation on Limited CT Images

    Guan, Q., Xie, Y., Yang, B., Zhang, J., Liao, Z., Wu, Q. & Xia, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 603-613 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14222 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    3 引用 （Scopus）
  • 2022

    An End-to-End Framework For Universal Lesion Detection With Missing Annotations

    Bai, X. & Xia, Y., 2022, ICSP 2022 - 2022 16th IEEE International Conference on Signal Processing, Proceedings. Yuan, B., Ruan, Q., Wei, S. & An, G. (编辑). Institute of Electrical and Electronics Engineers Inc., 页码 411-415 5 页码 (International Conference on Signal Processing Proceedings, ICSP; 卷 2022-October).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

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    4 引用 （Scopus）

  • DeSD: Self-Supervised Learning with Deep Self-Distillation for 3D Medical Image Segmentation

    Ye, Y., Zhang, J., Chen, Z. & Xia, Y., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 545-555 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13434 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    17 引用 （Scopus）

  • Disentangle Then Calibrate: Selective Treasure Sharing for Generalized Rare Disease Diagnosis

    Chen, Y., Guo, X., Xia, Y. & Yuan, Y., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 512-522 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13433 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    3 引用 （Scopus）

  • Domain Specific Convolution and High Frequency Reconstruction Based Unsupervised Domain Adaptation for Medical Image Segmentation

    Hu, S., Liao, Z. & Xia, Y., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 650-659 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13437 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    32 引用 （Scopus）

  • Encoding Deep Residual Features into Fisher Vector for Skin Lesion Classification

    Hu, H., Chen, Z. & Xia, Y., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., 页码 1843-1846 4 页码 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; 卷 2022-July).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

  • FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis

    Feng, Y., Ma, B., Zhang, J., Zhao, S., Xia, Y. & Tao, D., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, 页码 20844-20853 10 页码 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 卷 2022-June).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

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    75 引用 （Scopus）

  • HNF-Netv2 for Brain Tumor Segmentation Using Multi-modal MR Imaging

    Jia, H., Bai, C., Cai, W., Huang, H. & Xia, Y., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 106-115 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 12963 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    9 引用 （Scopus）

  • Hybrid Graph Transformer for Tissue Microstructure Estimation with Undersampled Diffusion MRI Data

    Chen, G., Jiang, H., Liu, J., Ma, J., Cui, H., Xia, Y. & Yap, P. T., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 113-122 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13431 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

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    11 引用 （Scopus）

  • M2F: A Multi-modal and Multi-task Fusion Network for Glioma Diagnosis and Prognosis

    Lu, Z., Lu, M. & Xia, Y., 2022, Multiscale Multimodal Medical Imaging - 3rd International Workshop, MMMI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Li, X., Li, Q., Lv, J., Huo, Y., Dong, B. & Leahy, R. M. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 1-10 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13594 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    6 引用 （Scopus）

  • Mortality Prediction with Bidirectional Coupled and Gumbel Subset Network on Irregularly Multivariate Time Series

    Wang, Q., Ren, S. & Xia, Y., 2022, ICSP 2022 - 2022 16th IEEE International Conference on Signal Processing, Proceedings. Yuan, B., Ruan, Q., Wei, S. & An, G. (编辑). Institute of Electrical and Electronics Engineers Inc., 页码 468-473 6 页码 (International Conference on Signal Processing Proceedings, ICSP; 卷 2022-October).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    1 引用 （Scopus）

  • Semantically-Consistent Dynamic Blurry Image Generation for Image Deblurring

    Jing, Z., Zhang, Y., Wang, C., Liu, D. & Xia, Y., 10 10月 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, 页码 2547-2555 9 页码 (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    4 引用 （Scopus）

  • Transfer Learning for KiTS21 Challenge

    Yang, X., Zhang, J., Zhang, J. & Xia, Y., 2022, Kidney and Kidney Tumor Segmentation - MICCAI 2021 Challenge, KiTS 2021, Held in Conjunction with MICCAI 2021, Proceedings. Heller, N., Isensee, F., Trofimova, D., Tejpaul, R., Papanikolopoulos, N. & Weight, C. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 158-163 6 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13168 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    2 引用 （Scopus）

  • TransWS: Transformer-Based Weakly Supervised Histology Image Segmentation

    Zhang, S., Zhang, J. & Xia, Y., 2022, Machine Learning in Medical Imaging - 13th International Workshop, MLMI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Lian, C., Cao, X., Rekik, I., Xu, X. & Cui, Z. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 367-376 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13583 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    5 引用 （Scopus）

  • UniMiSS: Universal Medical Self-supervised Learning via Breaking Dimensionality Barrier

    Xie, Y., Zhang, J., Xia, Y. & Wu, Q., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 558-575 18 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13681 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    49 引用 （Scopus）
  • 2021

    BiCMTS: Bidirectional Coupled Multivariate Learning of Irregular Time Series with Missing Values

    Wang, Q., Ren, S., Xia, Y. & Cao, L., 26 10月 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, 页码 3493-3497 5 页码 (International Conference on Information and Knowledge Management, Proceedings).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    7 引用 （Scopus）

  • CDLRS: Collaborative Deep Learning Model with Joint Regression and Segmentation for Automatic Fovea Localization

    Chen, Z., Pan, Y. & Xia, Y., 2021, Ophthalmic Medical Image Analysis - 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 52-61 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 12970 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    1 引用 （Scopus）

  • Cerebral Blood Volume Prediction Based on Multi-modality Magnetic Resonance Imaging

    Pan, Y., Huang, J., Wang, B., Zhao, P., Liu, Y. & Xia, Y., 2021, Simulation and Synthesis in Medical Imaging - 6th International Workshop, SASHIMI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Svoboda, D., Burgos, N., Wolterink, J. M. & Zhao, C. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 121-130 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 12965 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

  • Collaborative Image Synthesis and Disease Diagnosis for Classification of Neurodegenerative Disorders with Incomplete Multi-modal Neuroimages

    Pan, Y., Chen, Y., Shen, D. & Xia, Y., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 480-489 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 12905 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    12 引用 （Scopus）

  • Consistent Segmentation of Longitudinal Brain MR Images with Spatio-Temporal Constrained Networks

    Wei, J., Shi, F., Cui, Z., Pan, Y., Xia, Y. & Shen, D., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 89-98 10 页码 (Lecture Notes in Computer Science; 卷 12901 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    11 引用 （Scopus）

  • CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation

    Xie, Y., Zhang, J., Shen, C. & Xia, Y., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 171-180 10 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 12903 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    开放访问
    459 引用 （Scopus）

  • DoDNet: Learning to Segment Multi-Organ and Tumors from Multiple Partially Labeled Datasets

    Zhang, J., Xie, Y., Xia, Y. & Shen, C., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, 页码 1195-1204 10 页码 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    开放访问
    150 引用 （Scopus）

  • H2 NF-Net for Brain Tumor Segmentation Using Multimodal MR Imaging: 2nd Place Solution to BraTS Challenge 2020 Segmentation Task

    Jia, H., Cai, W., Huang, H. & Xia, Y., 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 58-68 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 12659 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    35 引用 （Scopus）

  • Learning to Synthesize 7 T MRI from 3 T MRI with Few Data by Deformable Augmentation

    Wei, J., Pan, Y., Xia, Y. & Shen, D., 2021, Machine Learning in Medical Imaging - 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Lian, C., Cao, X., Rekik, I., Xu, X. & Yan, P. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 70-79 10 页码 (Lecture Notes in Computer Science; 卷 12966 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    2 引用 （Scopus）

  • Liver Tumor Localization and Characterization from Multi-phase MR Volumes Using Key-Slice Prediction: A Physician-Inspired Approach

    Lai, B., Wu, Y., Bai, X., Zhou, X. Y., Wang, P., Cai, J., Huo, Y., Huang, L., Xia, Y., Xiao, J., Lu, L., Hu, H. & Harrison, A., 2021, Predictive Intelligence in Medicine - 4th International Workshop, PRIME 2021, Held in Conjunction with MICCAI 2021, Proceedings. Rekik, I., Adeli, E., Park, S. H. & Schnabel, J. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 47-58 12 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 12928 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    2 引用 （Scopus）

  • Predicting Symptoms from Multiphasic MRI via Multi-instance Attention Learning for Hepatocellular Carcinoma Grading

    Qiu, Z., Pan, Y., Wei, J., Wu, D., Xia, Y. & Shen, D., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 439-448 10 页码 (Lecture Notes in Computer Science; 卷 12905 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    6 引用 （Scopus）

  • Segmentation then Prediction: A Multi-task Solution to Brain Tumor Segmentation and Survival Prediction

    Zhao, G., Jiang, B., Zhang, J. & Xia, Y., 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 492-502 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 12658 LNCS).

    科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

    7 引用 （Scopus）