activity
20202023
most citedAn Auto-Context Deformable Registration Network for Infant Brain MRI

7 citations · 8 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2023

Accurate 3D Prediction of Missing Teeth in Diverse Patterns for Precise Dental Implant Planning

Lei Ma, Peng Xue, Yuning Gu +4

In recent years, the demand for dental implants has surged, driven by their high success rates and esthetic advantages. However, accurate prediction of missing teeth for precise di…

cs.CV2023

Construction of unbiased dental template and parametric dental model for precision digital dentistry

Lei Ma, Jingyang Zhang, Ke Deng +8

Dental template and parametric dental models are important tools for various applications in digital dentistry. However, constructing an unbiased dental template and accurate param…

eess.IV2023

Structure-aware registration network for liver DCE-CT images

Peng Xue, Jingyang Zhang, Lei Ma +7

Image registration of liver dynamic contrast-enhanced computed tomography (DCE-CT) is crucial for diagnosis and image-guided surgical planning of liver cancer. However, intensity v…

eess.IV2022

Learning towards Synchronous Network Memorizability and Generalizability for Continual Segmentation across Multiple Sites

Jingyang Zhang, Peng Xue, Ran Gu +7

In clinical practice, a segmentation network is often required to continually learn on a sequential data stream from multiple sites rather than a consolidated set, due to the stora…

eess.IV2021★ 1 cited

SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection

Qin Liu, Han Deng, Chunfeng Lian +8

We propose a multi-stage coarse-to-fine CNN-based framework, called SkullEngine, for high-resolution segmentation and large-scale landmark detection through a collaborative, integr…

cs.CV2021

A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning

Deqiang Xiao, Hannah Deng, Tianshu Kuang +11

Virtual orthognathic surgical planning involves simulating surgical corrections of jaw deformities on 3D facial bony shape models. Due to the lack of necessary guidance, the planni…

cs.CV2020★ 7 cited

An Auto-Context Deformable Registration Network for Infant Brain MRI

Dongming Wei, Sahar Ahmad, Yunzhi Huang +7

Deformable image registration is fundamental to longitudinal and population analysis. Geometric alignment of the infant brain MR images is challenging, owing to rapid changes in im…