A Boundary-Enhanced Liver Segmentation Network for Multi-Phase CT Images with Unsupervised Domain Adaptation

A Boundary-Enhanced Liver Segmentation Network for Multi-Phase CT Images with Unsupervised Domain Adaptation

Multi-phase computed tomography (CT) images have gained significant popularity in the diagnosis of hepatic disease. There are several challenges in the liver segmentation of multi-phase CT images. (1) Annotation: due to the distinct contrast enhancements observed in different phases (i.e., each phas...

Full description

Bibliographic Details
Main Authors:	Swathi Ananda, Rahul Kumar Jain, Yinhao Li, Yutaro Iwamoto, Xian-Hua Han, Shuzo Kanasaki, Hongjie Hu, Yen-Wei Chen
Format:	Article
Language:	English
Published:	MDPI AG 2023-07-01
Series:	Bioengineering
Subjects:	multi-phase CT image liver segmentation deep learning unsupervised domain adaptation boundary enhancement
Online Access:	https://www.mdpi.com/2306-5354/10/8/899

Similar Items

Unsupervised Domain Adaptation in Semantic Segmentation: A Review
by: Marco Toldo, et al.
Published: (2020-06-01)

Unsupervised Adversarial Domain Adaptation with Error-Correcting Boundaries and Feature Adaption Metric for Remote-Sensing Scene Classification
by: Chenhui Ma, et al.
Published: (2021-03-01)

Scale variance minimization for unsupervised domain adaptation in image segmentation
by: Guan, Dayan, et al.
Published: (2022)

Domain‐invariant adversarial learning with conditional distribution alignment for unsupervised domain adaptation
by: Xingmei Wang, et al.
Published: (2020-12-01)

Unsupervised Transformer Boundary Autoencoder Network for Hyperspectral Image Change Detection
by: Song Liu, et al.
Published: (2023-03-01)

Unsupervised Domain Adaptation for Remote Sensing Semantic Segmentation with Transformer
by: Weitao Li, et al.
Published: (2022-10-01)

Unpaired MR-CT brain dataset for unsupervised image translation
by: Omar S. Al-Kadi, et al.
Published: (2022-06-01)

Exploring Latent Information for Unsupervised Person Re-Identification by Discriminative Learning Networks
by: Hongwei Ge, et al.
Published: (2020-01-01)

A Simple Unsupervised Knowledge-Free Domain Adaptation for Speaker Recognition
by: Wan Lin, et al.
Published: (2024-01-01)

Unsupervised Domain Adaptation with Coupled Generative Adversarial Autoencoders
by: Xiaoqing Wang, et al.
Published: (2018-12-01)

Structure preserved ordinal unsupervised domain adaptation
by: Qing Tian, et al.
Published: (2024-11-01)

Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings
by: Getachew Workineh Gella, et al.
Published: (2024-01-01)

Unsupervised Domain Adaptation for Low-Dose Computed Tomography Denoising
by: Jaa-Yeon Lee, et al.
Published: (2022-01-01)

Multibranch Unsupervised Domain Adaptation Network for Cross Multidomain Orchard Area Segmentation
by: Ming Liu, et al.
Published: (2022-10-01)

Boosting Multi-Modal Unsupervised Domain Adaptation for LiDAR Semantic Segmentation by Self-Supervised Depth Completion
by: Adriano Cardace, et al.
Published: (2023-01-01)

Adaptive Contrastive Learning with Label Consistency for Source Data Free Unsupervised Domain Adaptation
by: Xuejun Zhao, et al.
Published: (2022-06-01)

Scale-Consistent and Temporally Ensembled Unsupervised Domain Adaptation for Object Detection
by: Lunfeng Guo, et al.
Published: (2025-01-01)

TransConv: Transformer Meets Contextual Convolution for Unsupervised Domain Adaptation
by: Junchi Liu, et al.
Published: (2024-05-01)

VoxelMorph++: a convolutional neural network architecture for unsupervised CBCT to CT deformable image registration
by: Liu Dingqian, et al.
Published: (2022-01-01)

A Model-Based Unsupervised Deep Learning Method for Low-Dose CT Reconstruction
by: Kaichao Liang, et al.
Published: (2020-01-01)

Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving
by: Manuel Schwonberg, et al.
Published: (2023-01-01)

Unsupervised Cross-Scene Aerial Image Segmentation via Spectral Space Transferring and Pseudo-Label Revising
by: Wenjie Liu, et al.
Published: (2023-02-01)

Unsupervised domain adaptation with post-adaptation labeled domain performance preservation
by: Haidi Badr, et al.
Published: (2022-12-01)

A Transformer-Based Unsupervised Domain Adaptation Method for Skeleton Behavior Recognition
by: Qiuyan Yan, et al.
Published: (2023-01-01)

Unsupervised Black-Box Model Domain Adaptation for Brain Tumor Segmentation
by: Xiaofeng Liu, et al.
Published: (2022-06-01)

Segmentation of Portal Vein in Multiphase CTA Image Based on Unsupervised Domain Transfer and Pseudo Label
by: Genshen Song, et al.
Published: (2023-07-01)

Masked Spectrogram Prediction for Unsupervised Domain Adaptation in Speech Enhancement
by: Katerina Zmolikova, et al.
Published: (2024-01-01)

Unsupervised Domain Adaptation Based on Style Aware
by: NING Qiu-yi, SHI Xiao-jing, DUAN Xiang-yu, ZHANG Min
Published: (2022-01-01)

Similarity-Based Framework for Unsupervised Domain Adaptation: Peer Reviewing Policy for Pseudo-Labeling
by: Joel Arweiler, et al.
Published: (2023-10-01)

LUNA: Loss-Construct Unsupervised Network Adjustment for Low-Dose CT Image Reconstruction
by: Ritu Gothwal, et al.
Published: (2024-01-01)

Dual Attention Network for Unsupervised Domain Adaptive Person Re-Identification
by: Haiqin Chen, et al.
Published: (2023-01-01)

Zeroth- and first-order difference discrimination for unsupervised domain adaptation
by: Jie Wang, et al.
Published: (2023-12-01)

Unsupervised domain adaptation for lip reading based on cross-modal knowledge distillation
by: Yuki Takashima, et al.
Published: (2021-12-01)

Unsupervised Domain Adaptation Network With Category-Centric Prototype Aligner for Biomedical Image Segmentation
by: Ping Gong, et al.
Published: (2021-01-01)

GAN-based unsupervised domain adaptive person re-identification
by: Shengsheng ZHENG, et al.
Published: (2021-02-01)

GAN-based unsupervised domain adaptive person re-identification
by: Shengsheng ZHENG, et al.
Published: (2021-02-01)

Mitigating the influence of domain shift in skin lesion classification: A benchmark study of unsupervised domain adaptation methods
by: Sireesha Chamarthi, et al.
Published: (2024-01-01)

Cumulative unsupervised multi-domain adaptation for Holstein cattle re-identification
by: Fabian Dubourvieux, et al.
Published: (2023-12-01)

Gaussian Process-Based Transfer Kernel Learning for Unsupervised Domain Adaptation
by: Pengfei Ge, et al.
Published: (2023-11-01)

Unsupervised Adaptation of Deep Speech Activity Detection Models to Unseen Domains
by: Pablo Gimeno, et al.
Published: (2022-02-01)