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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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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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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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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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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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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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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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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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Unleash the Power of State Space Model for Whole Slide Image with Local Aware Scanning and Importance Resampling

IEEE transactions on medical imaging, 2024-10, Vol.PP, p.1-1

2024

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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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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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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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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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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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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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Hybrid Graph Convolutional Network with Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction

IEEE transactions on medical imaging, 2023-08, Vol.42 (8), p.1-1

2023

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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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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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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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Domain-Incremental Cardiac Image Segmentation With Style-Oriented Replay and Domain-Sensitive Feature Whitening

IEEE transactions on medical imaging, 2023-03, Vol.42 (3), p.570-581

2023

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CD2-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.10031-10040

2022

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3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training

2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 2020, p.3635-3644

2020

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Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation

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

Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge

MS-Net: Multi-Site Network for Improving Prostate Segmentation With Heterogeneous MRI Data

Semi-Supervised Medical Image Classification With Relation-Driven Self-Ensembling Model

RECIST-induced Reliable Learning: Geometry-driven Label Propagation for Universal Lesion Segmentation

Self-Supervised Feature Learning via Exploiting Multi-Modal Data for Retinal Disease Diagnosis

Automatic detection of cerebral microbleeds via deep learning based 3D feature representation

Lymph Node Metastasis Prediction From Whole Slide Images With Transformer-Guided Multiinstance Learning and Knowledge Transfer

CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading

Unleash the Power of State Space Model for Whole Slide Image with Local Aware Scanning and Importance Resampling

Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation

PU-Net: Point Cloud Upsampling Network

Shared-specific Feature Learning with Bottleneck Fusion Transformer for Multi-modal Whole Slide Image Analysis

DoFE: Domain-Oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets

Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training

Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis

Hybrid Graph Convolutional Network with Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction

Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation

Deep Mining External Imperfect Data for Chest X-Ray Disease Screening

MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification

Domain-Incremental Cardiac Image Segmentation With Style-Oriented Replay and Domain-Sensitive Feature Whitening

CD2-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning

3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training

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