Huazhu Fu

Research interests

Publications

• Medical SAM adapter: Adapting segment anything model for medical image segmentation

  Medical Image Analysis · 2025 · 10.1016/j.media.2025.103547

• Unsupervised spatially embedded deep representation of spatial transcriptomics

  Genome Medicine · 2024 · 10.1186/s13073-024-01283-x

• Transformers in medical imaging: A survey

  Medical Image Analysis · 2023 · https://doi.org/10.1016/j.media.2023.102802

• Spatially informed clustering, integration, and deconvolution of spatial transcriptomics with GraphST

  Nature Communications · 2023 · 10.1038/s41467-023-36796-3

• H2Former: An Efficient Hierarchical Hybrid Transformer for Medical Image Segmentation

  IEEE Transactions on Medical Imaging · 2023 · 10.1109/tmi.2023.3264513

• Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

  CAAI Artificial Intelligence Research · 2023 · 10.26599/air.2023.9150015

• Cross-level Feature Aggregation Network for Polyp Segmentation

  Pattern Recognition · 2023 · 10.1016/j.patcog.2023.109555

• Trusted Multi-View Classification With Dynamic Evidential Fusion

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 10.1109/tpami.2022.3171983

• FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction

  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 10.1109/cvpr52688.2022.00987

• Applications of deep learning in fundus images: A review

  Medical Image Analysis · 2021 · 10.1016/j.media.2021.101971

• Salient Object Detection in the Deep Learning Era: An In-Depth Survey

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · https://doi.org/10.1109/tpami.2021.3051099

• CS 2 -Net: Deep learning segmentation of curvilinear structures in medical imaging

  Medical Image Analysis · 2020 · 10.1016/j.media.2020.101874

• Hi-Net: Hybrid-Fusion Network for Multi-Modal MR Image Synthesis

  IEEE Transactions on Medical Imaging · 2020 · 10.1109/tmi.2020.2975344

• PraNet: Parallel Reverse Attention Network for Polyp Segmentation

  Lecture notes in computer science · 2020 · https://doi.org/10.1007/978-3-030-59725-2_26

• CABNet: Category Attention Block for Imbalanced Diabetic Retinopathy Grading

  IEEE Transactions on Medical Imaging · 2020 · 10.1109/tmi.2020.3023463

• Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images

  IEEE Transactions on Medical Imaging · 2020 · https://doi.org/10.1109/tmi.2020.2996645

• REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs

  Medical Image Analysis · 2019 · https://doi.org/10.1016/j.media.2019.101570

• Generalized Latent Multi-View Subspace Clustering

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 10.1109/tpami.2018.2877660

• Review of Visual Saliency Detection With Comprehensive Information

  IEEE Transactions on Circuits and Systems for Video Technology · 2018 · 10.1109/tcsvt.2018.2870832

• Latent Multi-view Subspace Clustering

  · 2017 · 10.1109/cvpr.2017.461

• DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field

  Lecture notes in computer science · 2016 · 10.1007/978-3-319-46723-8_16

• Low-Rank Tensor Constrained Multiview Subspace Clustering

  · 2015 · 10.1109/iccv.2015.185

• Diversity-induced Multi-view Subspace Clustering

  · 2015 · 10.1109/cvpr.2015.7298657

• Depth Enhanced Saliency Detection Method

  · 2014 · 10.1145/2632856.2632866

• Cluster-Based Co-Saliency Detection

  IEEE Transactions on Image Processing · 2013 · 10.1109/tip.2013.2260166

Current projects

No projects listed.