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Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks
IEEE transactions on medical imaging, 2017-04, Vol.36 (4), p.994-1004
2017
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SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network
IEEE transactions on medical imaging, 2018-05, Vol.37 (5), p.1114-1126
2018
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Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks
IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1182-1195
2016
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DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.2487-2496
2016
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Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge
IEEE transactions on medical imaging, 2017-06, Vol.36 (6), p.1231-1249
2017
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MS-Net: Multi-Site Network for Improving Prostate Segmentation With Heterogeneous MRI Data
IEEE transactions on medical imaging, 2020-09, Vol.39 (9), p.2713-2724
2020
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Deep Sinogram Completion With Image Prior for Metal Artifact Reduction in CT Images
IEEE transactions on medical imaging, 2021-01, Vol.40 (1), p.228-238
2021
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Semi-Supervised Medical Image Classification With Relation-Driven Self-Ensembling Model
IEEE transactions on medical imaging, 2020-11, Vol.39 (11), p.3429-3440
2020
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Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation
IEEE transaction on neural networks and learning systems, 2021-02, Vol.32 (2), p.523-534
2021
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RECIST-induced Reliable Learning: Geometry-driven Label Propagation for Universal Lesion Segmentation
IEEE transactions on medical imaging, 2024-01, Vol.43 (1), p.1-1
2024
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Self-Supervised Feature Learning via Exploiting Multi-Modal Data for Retinal Disease Diagnosis
IEEE transactions on medical imaging, 2020-12, Vol.39 (12), p.4023-4033
2020
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Automatic detection of cerebral microbleeds via deep learning based 3D feature representation
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015, p.764-767
2015
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CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading
IEEE transactions on medical imaging, 2020-05, Vol.39 (5), p.1483-1493
2020
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Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation
IEEE transactions on medical imaging, 2019-11, Vol.38 (11), p.2485-2495
2019
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Lymph Node Metastasis Prediction From Whole Slide Images With Transformer-Guided Multiinstance Learning and Knowledge Transfer
IEEE transactions on medical imaging, 2022-10, Vol.41 (10), p.2777-2787
2022
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DoFE: Domain-Oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets
IEEE transactions on medical imaging, 2020-12, Vol.39 (12), p.4237-4248
2020
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Shared-specific Feature Learning with Bottleneck Fusion Transformer for Multi-modal Whole Slide Image Analysis
IEEE transactions on medical imaging, 2023-11, Vol.PP (11), p.1-1
2023
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PU-Net: Point Cloud Upsampling Network
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.2790-2799
2018
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Deep Mining External Imperfect Data for Chest X-Ray Disease Screening
IEEE transactions on medical imaging, 2020-11, Vol.39 (11), p.3583-3594
2020
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Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis
IEEE transactions on medical imaging, 2021-09, Vol.40 (9), p.2284-2294
2021
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Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training
IEEE transactions on medical imaging, 2022-06, Vol.41 (6), p.1371-1382
2022
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Dual-Teacher++: Exploiting Intra-Domain and Inter-Domain Knowledge With Reliable Transfer for Cardiac Segmentation
IEEE transactions on medical imaging, 2021-10, Vol.40 (10), p.2771-2782
2021
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Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation
IEEE transactions on medical imaging, 2021-12, Vol.40 (12), p.3369-3378
2021
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A Dual Enrichment Synergistic Strategy to Handle Data Heterogeneity for Domain Incremental Cardiac Segmentation
IEEE transactions on medical imaging, 2024-06, Vol.43 (6), p.2279-2290
2024
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MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification
IEEE transactions on medical imaging, 2023-05, Vol.42 (5), p.1337-1348
2023
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