Jing Qin

Research interests

Publications

• FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

  Journal · 2021 · https://doi.org/10.1109/cvpr46437.2021.00107

• From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data

  Journal · 2021 · https://doi.org/10.1145/3474085.3475331

• SCS-Net: A Scale and Context Sensitive Network for Retinal Vessel Segmentation

  Medical Image Analysis · 2021 · https://doi.org/10.1016/j.media.2021.102025

• Multi-task recurrent convolutional network with correlation loss for surgical video analysis

  Medical Image Analysis · 2019 · https://doi.org/10.1016/j.media.2019.101572

• Direction-Aware Spatial Context Features for Shadow Detection

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00778

• Computer-Assisted Decision Support System in Pulmonary Cancer detection and stage classification on CT images

  Journal of Biomedical Informatics · 2018 · https://doi.org/10.1016/j.jbi.2018.01.005

• Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection

  Lecture notes in computer science · 2018 · https://doi.org/10.1007/978-3-030-01231-1_8

• A survey on application of machine learning for Internet of Things

  International Journal of Machine Learning and Cybernetics · 2018 · https://doi.org/10.1007/s13042-018-0834-5

• Mixture correntropy for robust learning

  Pattern Recognition · 2018 · https://doi.org/10.1016/j.patcog.2018.02.010

• Ultrasound Standard Plane Detection Using a Composite Neural Network Framework

  IEEE Transactions on Cybernetics · 2017 · https://doi.org/10.1109/tcyb.2017.2685080

• 3D deeply supervised network for automated segmentation of volumetric medical images

  Medical Image Analysis · 2017 · https://doi.org/10.1016/j.media.2017.05.001

• VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images

  NeuroImage · 2017 · https://doi.org/10.1016/j.neuroimage.2017.04.041

• Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images

  Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · https://doi.org/10.1609/aaai.v31i1.10510

• Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets

  Lecture notes in computer science · 2017 · https://doi.org/10.1007/978-3-319-66185-8_33

• 3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes

  Lecture notes in computer science · 2016 · https://doi.org/10.1007/978-3-319-46723-8_18

• Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

  IEEE Transactions on Medical Imaging · 2016 · https://doi.org/10.1109/tmi.2016.2642839

• Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks

  IEEE Transactions on Medical Imaging · 2016 · https://doi.org/10.1109/tmi.2016.2528129

• Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks

  Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · https://doi.org/10.1609/aaai.v30i1.10140

• DCAN: Deep contour-aware networks for object instance segmentation from histology images

  Medical Image Analysis · 2016 · https://doi.org/10.1016/j.media.2016.11.004

• Integrating Online and Offline Three-Dimensional Deep Learning for Automated Polyp Detection in Colonoscopy Videos

  IEEE Journal of Biomedical and Health Informatics · 2016 · https://doi.org/10.1109/jbhi.2016.2637004

• Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection

  IEEE Transactions on Biomedical Engineering · 2016 · https://doi.org/10.1109/tbme.2016.2613502

• Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans

  Scientific Reports · 2016 · https://doi.org/10.1038/srep24454

• Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks

  IEEE Journal of Biomedical and Health Informatics · 2015 · https://doi.org/10.1109/jbhi.2015.2425041

• Graphene oxide–silver nanoparticle membrane for biofouling control and water purification

  Chemical Engineering Journal · 2015 · https://doi.org/10.1016/j.cej.2015.06.059

• Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks

  Lecture notes in computer science · 2015 · https://doi.org/10.1007/978-3-319-24553-9_62

Current projects

No projects listed.