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Xia Yong

Professor

Calculated based on number of publications stored in Pure and citations from Scopus
20042025

Research activity per year

Search results

  • Short survey

    ATEC23 Challenge: Automated prediction of treatment effectiveness in ovarian cancer using histopathological images

    Wang, C. W., Firdi, N. P., Chu, T. C., Faiz, M. F. I., Iqbal, M. Z., Li, Y., Yang, B., Mallya, M., Bashashati, A., Li, F., Wang, H., Lu, M., Xia, Y. & Chao, T. K., Jan 2025, In: Medical Image Analysis. 99, 103342.

    Research output: Contribution to journal › Short survey › peer-review

    3 Scopus citations

  • MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images

    Li, L., Wu, F., Wang, S., Luo, X., Martín-Isla, C., Zhai, S., Zhang, J., Liu, Y., Zhang, Z., Ankenbrand, M. J., Jiang, H., Zhang, X., Wang, L., Arega, T. W., Altunok, E., Zhao, Z., Li, F., Ma, J., Yang, X. & Puybareau, E. & 12 others, Oksuz, I., Bricq, S., Li, W., Punithakumar, K., Tsaftaris, S. A., Schreiber, L. M., Yang, M., Liu, G., Xia, Y., Wang, G., Escalera, S. & Zhuang, X., Jul 2023, In: Medical Image Analysis. 87, 102808.

    Research output: Contribution to journal › Short survey › peer-review

    33 Scopus citations

  • Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

    Roth, H. R., Xu, Z., Tor-Díez, C., Sanchez Jacob, R., Zember, J., Molto, J., Li, W., Xu, S., Turkbey, B., Turkbey, E., Yang, D., Harouni, A., Rieke, N., Hu, S., Isensee, F., Tang, C., Yu, Q., Sölter, J., Zheng, T. & Liauchuk, V. & 16 others, Zhou, Z., Moltz, J. H., Oliveira, B., Xia, Y., Maier-Hein, K. H., Li, Q., Husch, A., Zhang, L., Kovalev, V., Kang, L., Hering, A., Vilaça, J. L., Flores, M., Xu, D., Wood, B. & Linguraru, M. G., Nov 2022, In: Medical Image Analysis. 82, 102605.

    Research output: Contribution to journal › Short survey › peer-review

    Open Access
    37 Scopus citations

  • SegRap2023: A benchmark of organs-at-risk and gross tumor volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma

    Luo, X., Fu, J., Zhong, Y., Liu, S., Han, B., Astaraki, M., Bendazzoli, S., Toma-Dasu, I., Ye, Y., Chen, Z., Xia, Y., Su, Y., Ye, J., He, J., Xing, Z., Wang, H., Zhu, L., Yang, K., Fang, X. & Wang, Z. & 22 others, Lee, C. W., Park, S. J., Chun, J., Ulrich, C., Maier-Hein, K. H., Ndipenoch, N., Miron, A., Li, Y., Zhang, Y., Chen, Y., Bai, L., Huang, J., An, C., Wang, L., Huang, K., Gu, Y., Zhou, T., Zhou, M., Zhang, S., Liao, W., Wang, G. & Zhang, S., Apr 2025, In: Medical Image Analysis. 101, 103447.

    Research output: Contribution to journal › Short survey › peer-review

    4 Scopus citations
  • Review article

    Advances in attention mechanisms for medical image segmentation

    Zhang, J., Chen, X., Yang, B., Guan, Q., Chen, Q., Chen, J., Wu, Q., Xie, Y. & Xia, Y., May 2025, In: Computer Science Review. 56, 100721.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    1 Scopus citations

  • Pulmonary nodule detection in medical images: A survey

    Zhang, J., Xia, Y., Cui, H. & Zhang, Y., May 2018, In: Biomedical Signal Processing and Control. 43, p. 138-147 10 p.

    Research output: Contribution to journal › Review article › peer-review

    71 Scopus citations

  • 开放式行人再识别研究进展综述

    Translated title of the contribution: Review on Research Progress of Open-World Person Re-identificationXia, D., Guo, F., Liu, H. & Xia, Y., May 2021, In: Shuju Caiji Yu Chuli/Journal of Data Acquisition and Processing. 36, 3, p. 449-467 19 p.

    Research output: Contribution to journal › Review article › peer-review

    4 Scopus citations
  • Paper

    Learning Synergistic Attention for Light Field Salient Object Detection

    Zhang, Y., Chen, G., Chen, Q., Sun, Y. J., Xia, Y., Deforges, O., Hamidouche, W. & Zhang, L., 2021.

    Research output: Contribution to conference › Paper › peer-review

    4 Scopus citations

  • Multifractal estimation for remote sensing image segmentation

    Xia, Y., Zhao, R. C. & Feng, D. D., 2004, p. 773-776. 4 p.

    Research output: Contribution to conference › Paper › peer-review

    1 Scopus citations
  • Editorial

    Computation Methods for Biomedical Information Analysis

    Xia, Y., Cai, W., Yang, X. & Wang, S., 2018, In: Journal of Healthcare Engineering. 2018, 8683601.

    Research output: Contribution to journal › Editorial

    Open Access
    1 Scopus citations

  • Machine Learning in Multimodal Medical Imaging

    Xia, Y., Ji, Z., Krylov, A., Chang, H. & Cai, W., 2017, In: BioMed Research International. 2017, 1278329.

    Research output: Contribution to journal › Editorial

    Open Access
    11 Scopus citations
  • Conference contribution

    $$\alpha $$ -UNet++: A Data-Driven Neural Network Architecture for Medical Image Segmentation

    Chen, Y., Ma, B. & Xia, Y., 2020, Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning - 2nd MICCAI Workshop, DART 2020, and 1st MICCAI Workshop, DCL 2020, Held in Conjunction with MICCAI 2020, Proceedings. Albarqouni, S., Bakas, S., Kamnitsas, K., Cardoso, M. J., Landman, B., Li, W., Milletari, F., Rieke, N., Roth, H., Xu, D. & Xu, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-12 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12444 LNCS).

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

    4 Scopus citations

  • 3D deep neural network-based brain tumor segmentation using multimodality magnetic resonance sequences

    Hu, Y. & Xia, Y., 2018, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 3rd International Workshop, BrainLes 2017, Held in Conjunction with MICCAI 2017, Revised Selected Papers. Menze, B., Crimi, A., Kuijf, H., Reyes, M. & Bakas, S. (eds.). Springer Verlag, p. 423-434 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10670 LNCS).

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

    12 Scopus citations

  • 3D face representation and recognition by intrinsic shape description maps

    Guo, Z., Zhang, Y., Xia, Y., Lin, Z. & Feng, D., 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 854-857 4 p. 5495213. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • 7T Guided 3T Brain Tissue Segmentation Using Cascaded Nested Network

    Wei, J., Bui, D. T., Wu, Z., Wang, L., Xia, Y., Li, G. & Shen, D., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 140-143 4 p. 9098617. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

    1 Scopus citations

  • A deformable cosegmentation algorithm for brain MR images

    Zhang, T., Xia, Y. & Feng, D. D., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 3215-3218 4 p. 6346649. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

    11 Scopus citations

  • Affective image classification by jointly using low-level visual features and interpretable aesthetic features

    Li, N. & Xia, Y., 2 Jul 2016, 2016 International Conference on Orange Technologies, ICOT 2016. Institute of Electrical and Electronics Engineers Inc., p. 48-51 4 p. 8278976. (2016 International Conference on Orange Technologies, ICOT 2016; vol. 2018-January).

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

    2 Scopus citations

  • A general image segmentation model and its application

    Xia, Y. & Feng, D., 2009, Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009. IEEE Computer Society, p. 227-231 5 p. 5437829. (Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009).

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

    3 Scopus citations

  • A genetic algorithm based feature selection for binary phenotype prediction using structural brain magnetic resonance imaging

    Ma, B. & Xia, Y., 21 Jun 2018, ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery. Zhao, L., Wang, L., Cai, G., Li, K., Liu, Y. & Xiao, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 172-177 6 p. (ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery).

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

    3 Scopus citations

  • 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. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 411-415 5 p. (International Conference on Signal Processing Proceedings, ICSP; vol. 2022-October).

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

    Open Access
    4 Scopus citations

  • An Ensemble of Deep Neural Networks for Segmentation of Lung and Clavicle on Chest Radiographs

    Zhang, J., Xia, Y. & Zhang, Y., 2020, Medical Image Understanding and Analysis - 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 450-458 9 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

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

    2 Scopus citations

  • An evolutionary HMRF approach to brain MR image segmentation using clonal selection algorithm

    Zhang, T., Xia, Y. & Feng, D. D., 2012, Proceedings of the 8th IFAC Symposium on Biological and Medical Systems, BMS 2012. 18 ed. IFAC Secretariat, p. 6-11 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 45, no. 18).

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

    1 Scopus citations

  • A pulmonary nodule detection method based on residual learning and dense connection

    Zhang, F., Xie, Y., Xia, Y. & Zhang, Y., 2019, Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data First MICCAI Workshop, DART 2019 and First International Workshop, MIL3ID 2019 Shenzhen, Held in Conjunction with MICCAI 2019 Shenzhen, 2019 Proceedings. Wang, Q., Milletari, F., Rieke, N., Nguyen, H. V., Roysam, B., Albarqouni, S., Cardoso, M. J., Xu, Z., Kamnitsas, K., Patel, V., Jiang, S., Zhou, K., Luu, K. & Le, N. (eds.). Springer, p. 72-80 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11795 LNCS).

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

    1 Scopus citations

  • Automated detection of the occurrence and changes of hot-spots in intro-subject FDG-PET images from combined PET-CT scanners

    Wang, J., Feng, D. D. & Xia, Y., 2010, Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010. p. 63-68 6 p. 5692541. (Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010).

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

    1 Scopus citations

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

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

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

    7 Scopus citations

  • 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. (eds.). Springer Science and Business Media Deutschland GmbH, p. 9-17 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13648 LNCS).

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

    3 Scopus citations

  • Boundary-Aware Network for Kidney Tumor Segmentation

    Hu, S., Zhang, J. & Xia, Y., 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. 189-198 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 proceeding › Conference contribution › peer-review

    14 Scopus citations

  • Brain tissue segmentation in PET-CT images using probabilistic atlas and variational Bayes inference

    Xia, Y., Wang, J., Eberl, S., Fulham, M. & Feng, D. D., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 7969-7972 4 p. 6091965. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

    9 Scopus citations

  • Brain tumor segmentation on multimodal MR imaging using multi-level upsampling in decoder

    Hu, Y., Liu, X., Wen, X., Niu, C. & Xia, Y., 2019, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Keyvan, F., Crimi, A., van Walsum, T., Reyes, M., Bakas, S. & Kuijf, H. (eds.). Springer Verlag, p. 168-177 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11384 LNCS).

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

    16 Scopus citations

  • 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. (eds.). Springer Science and Business Media Deutschland GmbH, p. 52-61 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12970 LNCS).

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

    1 Scopus citations

  • 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. (eds.). Springer Science and Business Media Deutschland GmbH, p. 121-130 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12965 LNCS).

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

  • Clonal selection algorithm for Gaussian mixture model based segmentation of 3D brain MR images

    Zhang, T., Xia, Y. & Feng, D. D., 2012, Intelligent Science and Intelligent Data Engineering - Second Sino-Foreign-Interchange Workshop, IScIDE 2011, Revised Selected Papers. p. 295-302 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7202 LNCS).

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

    4 Scopus citations

  • 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. (eds.). Springer Science and Business Media Deutschland GmbH, p. 480-489 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12905 LNCS).

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

    12 Scopus citations

  • Combined terrain aided navigation based on correlation method and parallel kalman filters

    Xie, J., Zhao, R. & Xia, Y., 2007, 2007 8th International Conference on Electronic Measurement and Instruments, ICEMI. p. 1145-1150 6 p. 4350410. (2007 8th International Conference on Electronic Measurement and Instruments, ICEMI).

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

    12 Scopus citations

  • Compressive tracking moving cells in time-lapse image sequences

    Ding, C., Li, Y., Pan, Y., Zhou, T., Gao, P. & Xia, Y., 22 Jun 2016, Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015. Institute of Electrical and Electronics Engineers Inc., p. 75-78 4 p. 7498479. (Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015).

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

    1 Scopus citations

  • 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. (eds.). Springer Science and Business Media Deutschland GmbH, p. 89-98 10 p. (Lecture Notes in Computer Science; vol. 12901 LNCS).

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

    11 Scopus citations

  • 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, p. 11114-11124 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    Open Access
    10 Scopus citations

  • 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. (eds.). Springer Science and Business Media Deutschland GmbH, p. 171-180 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12903 LNCS).

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

    Open Access
    473 Scopus citations

  • Cross-cohort dementia identification using transfer learning with FDG-PET imaging

    Lu, S., Xia, Y., Cai, W., Feng, D. D. & Fulham, M., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1550-1554 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

    1 Scopus citations

  • CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm

    Li, Z., Xia, Y. & Sahli, H., 2018, Advances in Brain Inspired Cognitive Systems - 9th International Conference, BICS 2018, Proceedings. Hussain, A., Luo, B., Zheng, J., Zhao, X., Liu, C.-L., Ren, J. & Zhao, H. (eds.). Springer Verlag, p. 293-302 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10989 LNAI).

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

  • DAEimp: Denoising autoencoder-based imputation of sleep heart health study for identification of cardiovascular diseases

    Dong, X., Zhang, J., Wang, G. & Xia, Y., 2019, Pattern Recognition and Computer Vision- 2nd Chinese Conference, PRCV 2019, Proceedings, Part I. Lin, Z., Wang, L., Tan, T., Yang, J., Shi, G., Zheng, N., Chen, X. & Zhang, Y. (eds.). Springer, p. 517-527 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11857 LNCS).

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

    4 Scopus citations

  • Deep classification and segmentation model for vessel extraction in retinal images

    Wu, Y., Xia, Y. & Zhang, Y., 2018, Pattern Recognition and Computer Vision - First Chinese Conference, PRCV 2018, Proceedings. Liu, C.-L., Tan, T., Zhou, J., Lai, J.-H., Chen, X., Zheng, N. & Zha, H. (eds.). Springer Verlag, p. 250-258 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11257 LNCS).

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

    4 Scopus citations

  • Deep segmentation-emendation model for gland instance segmentation

    Xie, Y., Lu, H., Zhang, J., Shen, C. & Xia, Y., 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. 469-477 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11764 LNCS).

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

    36 Scopus citations

  • 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. (eds.). Springer Science and Business Media Deutschland GmbH, p. 115-123 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13586 LNCS).

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

    3 Scopus citations

  • Densely connected large kernel convolutional network for semantic membrane segmentation in microscopy images

    Liu, D., Zhang, D., Liu, S., Song, Y., Jia, H., Feng, D., Xia, Y. & Cai, W., 29 Aug 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 2461-2465 5 p. 8451775. (Proceedings - International Conference on Image Processing, ICIP).

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

    Open Access
    7 Scopus citations

  • 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. (eds.). Springer Science and Business Media Deutschland GmbH, p. 545-555 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13434 LNCS).

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

    17 Scopus citations

  • 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. (eds.). Springer Science and Business Media Deutschland GmbH, p. 14-23 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14223 LNCS).

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

    23 Scopus citations

  • Dictionary learning-based image compression

    Wang, H., Xia, Y. & Wang, Z., 2 Jul 2017, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 3235-3239 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

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

    7 Scopus citations

  • Differential evolution based variational Bayes inference for brain PET-CT image segmentation

    Wang, J., Xia, Y. & Feng, D. D., 2011, Proceedings - 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011. p. 330-334 5 p. 6128704. (Proceedings - 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011).

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

    4 Scopus citations

  • Discriminative-Region-Aware Residual Network for Adolescent Brain Structure and Cognitive Development Analysis

    Pan, Y., Liu, M., Wang, L., Xia, Y. & 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. 138-146 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 proceeding › Conference contribution › peer-review

    1 Scopus citations