Disentangle domain features for cross-modality cardiac image segmentation

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

(2020) Yingda Xia et al.   MEDICAL IMAGE ANALYSIS

CF Distance: A New Domain Discrepancy Metric and Application to Explicit Domain Adaptation for Cross-Modality Cardiac Image Segmentation

(2020) Fuping Wu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Attention gated networks: Learning to leverage salient regions in medical images

(2019) Jo Schlemper et al.   MEDICAL IMAGE ANALYSIS

Locality Preserving Joint Transfer for Domain Adaptation

(2019) Jingjing Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge

(2019) Xiahai Zhuang et al.   MEDICAL IMAGE ANALYSIS

Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training

(2018) Faisal Mahmood et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep visual domain adaptation: A survey

(2018) Mei Wang et al.   NEUROCOMPUTING

Multivariate mixture model for myocardial segmentation combining multi-source images

(2018) Xiahai Zhuang   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Application of deep transfer learning for automated brain abnormality classification using MR images

(2018) Muhammed Talo et al.   Cognitive Systems Research

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Dual-core steered non-rigid registration for multi-modal images via bi-directional image synthesis

(2017) Xiaohuan Cao et al.   MEDICAL IMAGE ANALYSIS

Multi-scale patch and multi-modality atlases for whole heart segmentation of MRI

(2016) Xiahai Zhuang et al.   MEDICAL IMAGE ANALYSIS

Domain Adaptation via Transfer Component Analysis

(2010) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING