Menghua Xia

Orcid: 0000-0002-9503-1381

According to our database1, Menghua Xia authored at least 13 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis.
Medical Image Anal., 2024

2.5D Multi-view Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction.
CoRR, 2024

2023
GMRLNet: A Graph-Based Manifold Regularization Learning Framework for Placental Insufficiency Diagnosis on Incomplete Multimodal Ultrasound Data.
IEEE Trans. Medical Imaging, November, 2023

HAL-IA: A Hybrid Active Learning framework using Interactive Annotation for medical image segmentation.
Medical Image Anal., August, 2023

Cross-Domain Echocardiography Segmentation with Multi-Space Joint Adaptation.
Sensors, February, 2023

2022
AwCPM-Net: A Collaborative Constraint GAN for 3D Coronary Artery Reconstruction in Intravascular Ultrasound Sequences.
IEEE J. Biomed. Health Informatics, 2022

Multilevel structure-preserved GAN for domain adaptation in intravascular ultrasound analysis.
Medical Image Anal., 2022

Observer-based event-impulse mixed triggered fault detection for nonlinear semi-Markov jump systems.
J. Frankl. Inst., 2022

2020
Vessel membrane segmentation and calcification location in intravascular ultrasound images using a region detector and an effective selection strategy.
Comput. Methods Programs Biomed., 2020

Extracting Membrane Borders in IVUS Images Using a Multi-Scale Feature Aggregated U-Net.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Edge-Guided Output Adaptor: Highly Efficient Adaptation Module for Cross-Vendor Medical Image Segmentation.
IEEE Signal Process. Lett., 2019

Segmentation of Media and Lumen in Intravascular Ultrasound Image Using Guided Multiscale Normalized Cut.
J. Medical Imaging Health Informatics, 2019

IVUS images segmentation using spatial fuzzy clustering and hierarchical level set evolution.
Comput. Biol. Medicine, 2019


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