LMISA: A lightweight multi-modality image segmentation network via domain adaptation using gradient magnitude and shape constraint

Disentangle domain features for cross-modality cardiac image segmentation

(2021) Chenhao Pei et al.   MEDICAL IMAGE ANALYSIS

Unsupervised Domain Adaptation With Variational Approximation for Cardiac Segmentation

(2021) Fuping Wu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

DRIT++: Diverse Image-to-Image Translation via Disentangled Representations

(2020) Hsin-Ying Lee et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation

(2020) Cheng Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Unsupervised domain adaptation for medical imaging segmentation with self-ensembling

(2019) Christian S. Perone et al.   NEUROIMAGE

Beyond Sharing Weights for Deep Domain Adaptation

(2018) Artem Rozantsev et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Supervised Segmentation of Un-annotated Retinal Fundus Images by Synthesis

(2018) He Zhao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth

(2018) Yuankai Huo et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Brain tumor segmentation with Deep Neural Networks

(2017) Mohammad Havaei 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