Xin Zhen

About Xin Zhen

Xin Zhen, With an exceptional h-index of 18 and a recent h-index of 15 (since 2020), a distinguished researcher at Southern Medical University, specializes in the field of image processing, medical physics, machine learning.

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

Hybrid feature ranking and classifier aggregation based on multi-criteria decision-making

Multiparametric MR-based radiomics fusion combined with quantitative stratified ADC-defined tumor habitats for differentiating TNBC versus non-TNBC

Multiparametric MR-based feature fusion radiomics combined with ADC maps-based tumor proliferative burden in distinguishing TNBC versus non-TNBC

基于多期动态增强 CT 影像组学特征和多分类器分层融合模型预测肝细胞癌的微血管侵犯

A subregion-based RadioFusionOmics model discriminates between grade 4 astrocytoma and glioblastoma on multisequence MRI

Prediction of microvascular invasion in hepatocellular carcinoma based on multi-phase dynamic enhanced CT radiomics feature and multi-classifier hierarchical fusion model

Artificial intelligence-based models enabling accurate diagnosis of ovarian cancer using laboratory tests in China: a multicentre, retrospective cohort study

基于距匹配及判别表征学习的多模态特征融合分类模型研究: 高级别胶质瘤与单发性脑转移瘤的鉴别诊断

Xin Zhen Information

University

Position

___

Citations(all)

1250

Citations(since 2020)

931

Cited By

673

hIndex(all)

18

hIndex(since 2020)

15

i10Index(all)

27

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Xin Zhen Skills & Research Interests

image processing

medical physics

machine learning

Top articles of Xin Zhen

Hybrid feature ranking and classifier aggregation based on multi-criteria decision-making

Expert Systems with Applications

2024/3/15

Multiparametric MR-based radiomics fusion combined with quantitative stratified ADC-defined tumor habitats for differentiating TNBC versus non-TNBC

Physics in Medicine and Biology

2024/3

Multiparametric MR-based feature fusion radiomics combined with ADC maps-based tumor proliferative burden in distinguishing TNBC versus non-TNBC

Physics in Medicine and Biology

2024/2/2

基于多期动态增强 CT 影像组学特征和多分类器分层融合模型预测肝细胞癌的微血管侵犯

Journal of Southern Medical University

2024/2/2

A subregion-based RadioFusionOmics model discriminates between grade 4 astrocytoma and glioblastoma on multisequence MRI

Journal of Cancer Research and Clinical Oncology

2024/2/2

Wanli Zhang
Wanli Zhang

H-Index: 3

Xin Zhen
Xin Zhen

H-Index: 13

Prediction of microvascular invasion in hepatocellular carcinoma based on multi-phase dynamic enhanced CT radiomics feature and multi-classifier hierarchical fusion model

Cancers

2021/5/14

Artificial intelligence-based models enabling accurate diagnosis of ovarian cancer using laboratory tests in China: a multicentre, retrospective cohort study

The Lancet Digital Health

2024/1/10

基于距匹配及判别表征学习的多模态特征融合分类模型研究: 高级别胶质瘤与单发性脑转移瘤的鉴别诊断

Journal of Southern Medical University

2024/1/1

A multi-modal feature fusion classification model based on distance matching and discriminative representation learning for differentiation of high-grade glioma from solitary …

Nan Fang yi ke da xue xue bao= Journal of Southern Medical University

2024/1/1

Classifier ensemble with evolutionary optimisation enforced random projections

Expert Systems with Applications

2023/7/15

Yuliang Wu
Yuliang Wu

H-Index: 17

Xin Zhen
Xin Zhen

H-Index: 13

Machine learning based multi‐label classification of single or mixed‐composition urinary stones in in vivo spectral CT

Medical Physics

2023/2

Evaluation of molecular receptors status in breast cancer using an mpMRI-based feature fusion radiomics model: mimicking radiologists’ diagnosis

Frontiers in Oncology

2023

Discriminative fusion of moments-aligned latent representation of multimodality medical data

Physics in Medicine & Biology

2023/12/26

Xin Zhen
Xin Zhen

H-Index: 13

EP330/# 1472 Artificial intelligence-based model enables accurate diagnosis of ovarian cancer using laboratory tests: a multicenter, retrospective study

2023/11/1

肾细胞癌与乏脂肪肾血管平滑肌脂肪瘤的鉴别分类模型: 基于随机投影的多分类器分层融合框架

Journal of Southern Medical University

2022/8/8

A discrimination model for differentiation of renal cell carcinoma from renal angiomyolipoma without visible fat: based on hierarchical fusion framework of multi-classifier

Nan Fang yi ke da xue xue bao= Journal of Southern Medical University

2022/8/1

Radiomics combined with clinical characteristics predicted the progression-free survival time in first-line targeted therapy for advanced non-small cell lung cancer with EGFR …

BMC Research Notes

2022/12

Lei Sun
Lei Sun

H-Index: 4

Xin Zhen
Xin Zhen

H-Index: 13

Fuhrman nuclear grade prediction of clear cell renal cell carcinoma: influence of volume of interest delineation strategies on machine learning-based dynamic enhanced CT …

European Radiology

2022/4/1

A multiparametric MR-based RadioFusionOmics Model with robust capabilities of differentiating glioblastoma multiforme from solitary brain metastasis

Cancers

2021/11/18

Multi-criterion decision making-based multi-channel hierarchical fusion of digital breast tomosynthesis and digital mammography for breast mass discrimination

Knowledge-Based Systems

2021/9/27

See List of Professors in Xin Zhen University(Southern Medical University)

Co-Authors

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