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TitleAuthor(s)Issue DateViews
3D FractalNet: Dense volumetric segmentation for cardiovascular MRI volumes
Proceeding/Conference:Reconstruction, Segmentation, and Analysis of Medical Images: First International Workshops, RAMBO 2016 and HVSMR 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers
2017
3D deeply supervised network for automatic liver segmentation from CT volumes
Proceeding/Conference:Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II
2016
Class-balanced deep neural network for automatic ventricular structure segmentation
Proceeding/Conference:Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges: 8th International Workshop, STACOM 2017, Held in Conjunction with MICCAI 2017, Quebec City, Canada, September 10-14, 2017, Revised Selected Papers
2018
TransCT: Dual-path Transformer for Low Dose Computed Tomography
Proceeding/Conference:International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
2021
Volumetric convnets with mixed residual connections for automated prostate segmentation from 3D MR images
Proceeding/Conference:Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17)
2017
34
Difficulty-aware meta-learning for rare disease diagnosis
Proceeding/Conference:Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part I
2020
10
Local and global structure-aware entropy regularized mean teacher model for 3d left atrium segmentation
Proceeding/Conference:Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part I
2020
63
Fine-grained recurrent neural networks for automatic prostate segmentation in ultrasound images
Proceeding/Conference:Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17)
2017
12
Deeply supervised rotation equivariant network for lesion segmentation in dermoscopy images
Proceeding/Conference:OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis: First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings
2018
6
Towards automatic semantic segmentation in volumetric ultrasound
Proceeding/Conference:Medical Image Computing and Computer Assisted Intervention − MICCAI 2017: 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I
2017
13
Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model
Proceeding/Conference:British Machine Vision Conference (BMVC)
2018
16
Predicting Fluid Intelligence from MRI Images with Encoder-Decoder Regularization
Proceeding/Conference:Adolescent Brain Cognitive Development Neurocognitive Prediction: First Challenge, ABCD-NP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
2019
9
Hybrid loss guided convolutional networks for whole heart parsing
Proceeding/Conference:Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges: 8th International Workshop, STACOM 2017, Held in Conjunction with MICCAI 2017, Quebec City, Canada, September 10-14, 2017, Revised Selected Papers
2018
28
Dual-teacher: Integrating intra-domain and inter-domain teachers for annotation-efficient cardiac segmentation
Proceeding/Conference:Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part I
2020
14
 
Deep Learning-Based Registration of MR and Treatment Planning Ultrasound Images for HDR Prostate Brachytherapy
Proceeding/Conference:International Journal of Radiation Oncology*Biology*Physics: Proceedings, 63rd Annual Meeting of the American Society for Radiation Oncology
2021
8
3D U-net with multi-level deep supervision: Fully automatic segmentation of proximal femur in 3D MR images
Proceeding/Conference:Machine Learning in Medical Imaging: 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Proceedings
2017
24
PU-Net: Point Cloud Upsampling Network
Proceeding/Conference:Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2018
Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound
Proceeding/Conference:Medical Image Computing and Computer Assisted Intervention – MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part V
2019
EC-Net: An edge-aware point set consolidation network
Proceeding/Conference:Computer Vision – ECCV 2018: 15th European Conference, Munich, Germany, September 8–14, 2018, Proceedings, Part VII
2018
7
3D convolutional networks for fully automatic fine-grained whole heart partition
Proceeding/Conference:Statistical Atlases and Computational Models of the Heart: ACDC and MMWHS Challenges: 8th International Workshop, STACOM 2017, Held in Conjunction with MICCAI 2017, Quebec City, Canada, September 10-14, 2017, Revised Selected Papers
2018
Uncertainty-Aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation
Proceeding/Conference:Medical Image Computing and Computer Assisted Intervention – MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part II
2019
 
CD2-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning
Proceeding/Conference:Proceedings: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2022
2022
3
Automatic cerebral microbleeds detection from MR images via Independent Subspace Analysis based hierarchical features
Proceeding/Conference:Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015
8
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation
Proceeding/Conference:Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2016
19
 
H2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis
Proceeding/Conference:Proceedings of the AAAI Conference on Artificial Intelligence
2022
2