Chunfeng Lian

About Chunfeng Lian

Chunfeng Lian, With an exceptional h-index of 30 and a recent h-index of 29 (since 2020), a distinguished researcher at Xi'an Jiaotong University, specializes in the field of Medical Image Computing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative Learning

NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants

Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-supervised Contrastive Learning

The relationship of tongue fat content and efficacy of uvulopalatopharyngoplasty in Chinese patients with obstructive sleep apnea

BloodNet: An attention-based deep network for accurate, efficient, and costless bloodstain time since deposition inference

MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation

Bidirectional prediction of facial and bony shapes for orthognathic surgical planning

Volumetric analysis of amygdala and hippocampal subfields for infants with autism

Chunfeng Lian Information

University

Position

___

Citations(all)

3095

Citations(since 2020)

2954

Cited By

752

hIndex(all)

30

hIndex(since 2020)

29

i10Index(all)

62

i10Index(since 2020)

60

Email

University Profile Page

Google Scholar

Chunfeng Lian Skills & Research Interests

Medical Image Computing

Machine Learning

Top articles of Chunfeng Lian

Title

Journal

Author(s)

Publication Date

Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative Learning

Zehua Ren

Yongheng Sun

Miaomiao Wang

Yuying Feng

Xianjun Li

...

2023/10/1

NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants

Chenyu Xue

Fan Wang

Yuanzhuo Zhu

Hui Li

Deyu Meng

...

2023/10/1

Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-supervised Contrastive Learning

Chen Shen

Jun Zhang

Xinggong Liang

Zeyi Hao

Kehan Li

...

2023/10/1

The relationship of tongue fat content and efficacy of uvulopalatopharyngoplasty in Chinese patients with obstructive sleep apnea

BMC surgery

Bingjie Zhao

Zine Cao

Yushan Xie

Yewen Shi

Yitong Zhang

...

2023/8/27

BloodNet: An attention-based deep network for accurate, efficient, and costless bloodstain time since deposition inference

Briefings in Bioinformatics

Huiyu Li

Chen Shen

Gongji Wang

Qinru Sun

Kai Yu

...

2023/1

MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation

Pattern Recognition

Yongheng Sun

Duwei Dai

Qianni Zhang

Yaqi Wang

Songhua Xu

...

2023/7/1

Bidirectional prediction of facial and bony shapes for orthognathic surgical planning

Medical image analysis

Lei Ma

Chunfeng Lian

Daeseung Kim

Deqiang Xiao

Dongming Wei

...

2023/1/1

Volumetric analysis of amygdala and hippocampal subfields for infants with autism

Journal of autism and developmental disorders

Guannan Li

Meng-Hsiang Chen

Gang Li

Di Wu

Chunfeng Lian

...

2023/6

MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging

IEEE Transactions on Computational Imaging

Jiazhen Wang

Yan Yang

Heran Yang

Chunfeng Lian

Zongben Xu

...

2023/10/30

Dual Meta-Learning with Longitudinally Consistent Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan

Yongheng Sun

Fan Wang

Jun Shu

Haifeng Wang

Li Wang

...

2023

Simulation of postoperative facial appearances via geometric deep learning for efficient orthognathic surgical planning

IEEE transactions on medical imaging

Lei Ma

Deqiang Xiao

Daeseung Kim

Chunfeng Lian

Tianshu Kuang

...

2022/6/3

Semantic graph attention with explicit anatomical association modeling for tooth segmentation from CBCT images

IEEE Transactions on Medical Imaging

Pengcheng Li

Yang Liu

Zhiming Cui

Feng Yang

Yue Zhao

...

2022/5/30

Localization of craniomaxillofacial landmarks on CBCT images using 3D mask R-CNN and local dependency learning

IEEE transactions on medical imaging

Yankun Lang

Chunfeng Lian

Deqiang Xiao

Hannah Deng

Kim-Han Thung

...

2022/5/11

A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images

Nature communications

Zhiming Cui

Yu Fang

Lanzhuju Mei

Bojun Zhang

Bo Yu

...

2022/4/19

Dynamic cross-task representation adaptation for clinical targets co-segmentation in CT image-guided post-prostatectomy radiotherapy

IEEE Transactions on Medical Imaging

Fan Wang

Xuanang Xu

Defu Yang

Ronald C Chen

Trevor J Royce

...

2022/11/18

White matter free water is a composite marker of cerebral small vessel degeneration

Translational stroke research

Peiyu Huang

Ruiting Zhang

Yeerfan Jiaerken

Shuyue Wang

Hui Hong

...

2022/2/1

Two-stage mesh deep learning for automated tooth segmentation and landmark localization on 3D intraoral scans

IEEE transactions on medical imaging

Tai-Hsien Wu

Chunfeng Lian

Sanghee Lee

Matthew Pastewait

Christian Piers

...

2022/6/6

Segmenting Bones from Brain MRI via Generative Adversarial Learning

Machine Learning in Dentistry

Xu Chen

Chunfeng Lian

Li Wang

Pew-Thian Yap

James J Xia

...

2021

Factors associated with the dilation of perivascular space in healthy elderly subjects

Frontiers in Aging Neuroscience

Peiyu Huang

Zili Zhu

Ruiting Zhang

Xiao Wu

Yeerfan Jiaerken

...

2021/3/26

Deep simulation of facial appearance changes following craniomaxillofacial bony movements in orthognathic surgical planning

Lei Ma

Daeseung Kim

Chunfeng Lian

Deqiang Xiao

Tianshu Kuang

...

2021

See List of Professors in Chunfeng Lian University(Xi'an Jiaotong University)

Co-Authors

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