Multi-modal contrastive mutual learning and pseudo-label re-learning for semi-supervised medical image segmentation

Incomplete multi-modal representation learning for Alzheimer’s disease diagnosis

(2021) Yanbei Liu et al.   MEDICAL IMAGE ANALYSIS

Self-paced and self-consistent co-training for semi-supervised image segmentation

(2021) Ping Wang et al.   MEDICAL IMAGE ANALYSIS

United adversarial learning for liver tumor segmentation and detection of multi-modality non-contrast MRI

(2021) Jianfeng Zhao et al.   MEDICAL IMAGE ANALYSIS

FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification

(2021) Peng Tang et al.   MEDICAL IMAGE ANALYSIS

Deep Co-Training for Semi-Supervised Image Segmentation

(2020) Jizong Peng et al.   PATTERN RECOGNITION

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

(2020) Yingda Xia et al.   MEDICAL IMAGE ANALYSIS

Multimodal deep generative adversarial models for scalable doubly semi-supervised learning

(2020) Changde Du et al.   Information Fusion

Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data

(2019) Inês Machado et al.   NEUROIMAGE

Co-Learning Feature Fusion Maps From PET-CT Images of Lung Cancer

(2019) Ashnil Kumar et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation

(2018) Jose Dolz et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features

(2017) Spyridon Bakas et al.   Scientific Data

Constrained Directed Graph Clustering and Segmentation Propagation for Multiple Foregrounds Cosegmentation

(2015) Fanman Meng et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

SaCoseg: Object Cosegmentation by Shape Conformability

(2015) Wenbing Tao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Interactive Cosegmentation Using Global and Local Energy Optimization

(2015) Xingping Dong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Unsupervised Multiclass Region Cosegmentation via Ensemble Clustering and Energy Minimization

(2013) Hongliang Li et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Interactively Co-segmentating Topically Related Images with Intelligent Scribble Guidance

(2011) Dhruv Batra et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Retrospective Evaluation of PET-MRI Registration Algorithms

(2010) Zuyao Y. Shan et al.   JOURNAL OF DIGITAL IMAGING