林岚｜北京工业大学｜学者主页

2026

Beyond Gaze: Affective Synchrony and Sensory‐Linked Interactional Profiles as Early Markers of Autism Risk

Lan Lin, Qian Li, Zeng-He Yue, Ya-Xin Dai, Hao-Zhen Chen, Yu-Heng Chen, Jin-Yi Zhu, Ya-Zhu Han, Sheng-Jian Yin, Lu-Yang Guan, Xiao-Yan Ke

Autism Research

DOI

2026

Automated Quantification of Affect Synchrony: Links to Autism Risk and Social Communication in Infancy.

Lan Lin, Qian Li, Sheng-Jian Yin, Zeng-He Yue, Jin-Yi Zhu, Ya-Zhu Han, Ya-Xin Dai, Hao-Zhen Chen, Yu-Heng Chen, Lu-Yang Guan, Xiao-Yan Ke

Journal of Autism and Developmental Disorders

DOI

2026

Latent Multidimensional Organization of White Matter Microstructural Aging: A Generative Adversarial Network Disentanglement Study in a Clinically Defined Reference Cohort

Yanxue Li, Hongjian Gao, Lan Lin, Min Xiong

Brain Sciences

DOI

2026

Mapping Neuroanatomical Heterogeneity of Brain Aging Within a Clinically Defined Aging Reference Cohort

Yanxue Li, Hongjian Gao, Lan Lin, Min Xiong

Bioengineering

DOI

2026

Glymphatic dysfunction in Alzheimer's disease: a systematic review and meta-analysis of the DTI-ALPS index as an imaging biomarker

Yutong Wu, Chen Zhang, Jiayi Yan, Lan Lin, Yuan Tian, Zhenrong Fu, Xiaojun Sun

Frontiers in Aging Neuroscience

DOI

2026

A Lightweight ScaleDense–Transformer Framework with Auxiliary Quantum-Inspired Bottleneck Module for Whole-Lifespan Brain Age Prediction

Lan Lin, Xinyu Zhu, Hongjian Gao, Shen Sun

Brain Sciences

DOI

2026

From Infancy to Aging: Precise Brain Age Estimation via Hybrid CoTResNet3D and CrossViT Models on T1-Weighted Imaging

Xinyu Zhu, Shen Sun, Hongjian Gao, Yutong Wu, Zhenrong Fu, Lan Lin

Bioengineering

DOI

2025

UK Biobank-centric advances in brain age prediction: a comprehensive review

Yanxue Li, Hongjian Gao, Lan Lin, Yutong Wu, Xinyu Zhu

Reviews in the Neurosciences

DOI

2025

Regional Brain Aging Disparity Index: Region-Specific Brain Aging State Index for Neurodegenerative Diseases and Chronic Disease Specificity

Yutong Wu, Shen Sun, Chen Zhang, Xiangge Ma, Xinyu Zhu, Yanxue Li, Lan Lin, Zhenrong Fu

Bioengineering

DOI

2025

Investigating Modifiable Factors Associated with Cognitive Decline: Insights from the UK Biobank

Xiangge Ma, Hongjian Gao, Yutong Wu, Xinyu Zhu, Shuicai Wu, Lan Lin

Biomedicines

DOI

2025

ds-FCRN: three-dimensional dual-stream fully convolutional residual networks and transformer-based global–local feature learning for brain age prediction

Yutong Wu, Chen Zhang, Xiangge Ma, Xinyu Zhu, Lan Lin, Miao Tian

Brain Structure and Function

DOI

2025

Brain Age as a Biomarker in Alzheimer’s Disease: Narrative Perspectives on Imaging, Biomarkers, Machine Learning, and Intervention Potential

Lan Lin, Yanxue Li, Shen Sun, Jeffery S. Lin, Ziyi Wang, Yutong Wu, Zhenrong Fu, Hongjian Gao

Brain Sciences

DOI

2024

基于静息态功能MRI的认知储备对脑网络的影响研究

金悦，熊敏，林岚

《医疗卫生装备》

2024

Transformer-based approaches for neuroimaging: an in-depth review of their role in classification and regression tasks

Xinyu Zhu, Shen Sun, Lan Lin, Yutong Wu, Xiangge Ma

Reviews in the Neurosciences

DOI

2024

Investigating Modifiable Risk Factors Across Dementia Subtypes: Insights from the UK Biobank

Xiangge Ma, Hongjian Gao, Yutong Wu, Xinyu Zhu, Shuicai Wu, Lan Lin

Biomedicines

DOI

2024

Machine Learning and Deep Learning Approaches in Lifespan Brain Age Prediction: A Comprehensive Review

Yutong Wu, Hongjian Gao, Chen Zhang, Xiangge Ma, Xinyu Zhu, Shuicai Wu, Lan Lin

Tomography

DOI

2024

Understanding the Temporal Dynamics of Accelerated Brain Aging and Resilient Brain Aging: Insights from Discriminative Event-Based Analysis of UK Biobank Data

Lan Lin, Yutong Wu, Lingyu Liu, Shen Sun, Shuicai Wu

Bioengineering

DOI

2024

Elucidating Multimodal Imaging Patterns in Accelerated Brain Aging: Heterogeneity through a Discriminant Analysis Approach Using the UK Biobank Dataset

Lingyu Liu, Lan Lin, Shen Sun, Shuicai Wu

Bioengineering

DOI

2023

基于海马MRI数据的三维DenseNet和通道注意力模块相结合的阿尔茨海默病分类模型研究

金悦，沈小琪，林岚

《医疗卫生装备》

2023

Exploring heterogeneity in structural imaging patterns of aging brains using machine learning

Lan Lin, Lingyu Liu, Shuicai Wu

International Conference on Algorithms, High Performance Computing and Artificial Intelligence (AHPCAI)

DOI

2023

Exploring Successful Cognitive Aging: Insights Regarding Brain Structure, Function, and Demographics

Xinze Xu, Lan Lin, Shuicai Wu, Shen Sun

Brain Sciences

DOI

2023

A review of neuroimaging-based data-driven approach for Alzheimer’s disease heterogeneity analysis

Lingyu Liu, Shen Sun, Wenjie Kang, Shuicai Wu, Lan Lin

Reviews in the Neurosciences

DOI

2023

Moderating effects of cognitive reserve on the relationship between brain structure and cognitive abilities in middle-aged and older adults

Yue Jin, Lan Lin, Min Xiong, Shen Sun, Shuicai Wu

Neurobiology of Aging

DOI

2023

Three-round learning strategy based on 3D deep convolutional GANs for Alzheimer’s disease staging

Wenjie Kang, Lan Lin, Shen Sun, Shuicai Wu

Scientific Reports

DOI

2023

Comparison of Machine Learning Models for Brain Age Prediction Using Six Imaging Modalities on Middle-Aged and Older Adults

Min Xiong, Lan Lin, Yue Jin, Wenjie Kang, Shuicai Wu, Shen Sun

Sensors

DOI

2023

A Convolutional Neural Network and Graph Convolutional Network Based Framework for AD Classification

Lan Lin, Min Xiong, Ge Zhang, Wenjie Kang, Shen Sun, Shuicai Wu, Alzheimer’s Disease Neuroimaging Initiative

Sensors

DOI

2023

A review of the application of three-dimensional convolutional neural networks for the diagnosis of Alzheimer’s disease using neuroimaging

Xinze Xu, Lan Lin, Shen Sun, Shuicai Wu

Reviews in the Neurosciences

DOI

2023

Effects of Patchwise Sampling Strategy to Three-Dimensional Convolutional Neural Network-Based Alzheimer’s Disease Classification

Xiaoqi Shen, Lan Lin, Xinze Xu, Shuicai Wu

Brain Sciences

DOI

2022

脑老化过程中认知储备的神经影像学研究回顾

林岚，熊敏，金悦，吴水才

《北京工业大学学报》

2022

基于多尺度、多路注意力融合机制的多模态高等级脑胶质瘤语义分割网络

吴玉超，林岚，吴水才

《生物医学工程学杂志》

2022

[Multimodal high-grade glioma semantic segmentation network with multi-scale and multi-attention fusion mechanism].

Yuchao Wu, Lan Lin, Shuicai Wu

PubMed

DOI

2022

Concordance of Alzheimer’s Disease Subtypes Produced from Different Representative Morphological Measures: A Comparative Study

Baiwen Zhang, Lan Lin, Lingyu Liu, Xiaoqi Shen, Shuicai Wu

Brain Sciences

DOI

2021

基于卷积神经网络的语义分割技术及其在脑神经影像应用中的研究进展

林岚，吴玉超，王婧璇，吴水才

《北京工业大学学报》

2021

脑年龄估计差作为脑老化生物标志物的研究进展

林岚，张格，吴水才

《北京工业大学学报》

2021

基于三维卷积神经网络的结构磁共振影像分析在AD分类中的研究进展

林岚，沈小琪

《北京工业大学学报》

2021

英国生物银行在神经影像领域应用的研究综述

林岚，熊敏，吴水才

《生物医学工程学杂志》

2021

Multi-model and multi-slice ensemble learning architecture based on 2D convolutional neural networks for Alzheimer's disease diagnosis

Wenjie Kang, Lan Lin, Baiwen Zhang, Xiaoqi Shen, Shuicai Wu

Computers in Biology and Medicine

DOI

2021

A 3D Multi-Scale Multi-Attention UNet for Automatic Hippocampal Segmentation

Lan Lin, Wenjie Kang, Yuchao Wu, Yuhan Zhao, Sixue Wang, Danyi Lin, Jinlu Gao

International Conference on Network and Information Systems for Computers (ICNISC)

DOI

2021

[A review on the application of UK Biobank in neuroimaging].

Lan Lin, Min Xiong, Shuicai Wu

PubMed

DOI

2021

Utilizing transfer learning of pre-trained AlexNet and relevance vector machine for regression for predicting healthy older adult’s brain age from structural MRI

Lan Lin, Ge Zhang, Jingxuan Wang, Miao Tian, Shuicai Wu

Multimedia Tools and Applications

DOI

2021

A Review of Brain Atrophy Subtypes Definition and Analysis for Alzheimer’s Disease Heterogeneity Studies

Baiwen Zhang, Lan Lin, Shuicai Wu

Journal of Alzheimer s Disease

DOI

2021

Multiple Subtypes of Alzheimer’s Disease Base on Brain Atrophy Pattern

Baiwen Zhang, Lan Lin, Shuicai Wu, Zakarea Al-Masqari

Brain Sciences

DOI

2021

Understanding the role of APOE Gene Polymorphisms in Minimal Atrophy Alzheimer’s Disease by mixture of expert models

Lan Lin, Ge Zhang, Baiwen Zhang, Shuicai Wu

E3S Web of Conferences

DOI

2020

基于卷积神经网络的语义分割在医学图像中的应用

吴玉超，林岚，王婧璇，吴水才

《生物医学工程学杂志》

2020

基于AlexNet模型的AD分类

张柏雯，林岚，吴水才

《北京工业大学学报》

2019

脑老化中脑年龄预测模型研究综述

林岚，王婧璇，付振荣，邬雪涛，吴水才

《生物医学工程学杂志》

2019

APOE-ε4 allele load modifies the brain aging process in cognitively normal late middle aged and older adults

Lan Lin, Yuchao Wu, Xuetao Wu, Shuicai Wu

DOI

2019

The Effect of Smoothing Filter on CNN based AD Classification

Baiwen Zhang, Jingxuan Wang, Lan Lin, Shuicai Wu

International Conference on Bioinformatics and Biomedical Science (ICBBS)

DOI

2019

[A review on brain age prediction in brain ageing].

Lan Lin, Jingxuan Wang, Zhenrong Fu, Xuetao Wu, Shuicai Wu

PubMed

DOI

2018

DTI脑连接组分析中分割模板的选择

林岚，张柏雯，靳聪，吴水才

《北京工业大学学报》

2018

Small-world indices via network efficiency for brain networks from diffusion MRI

Lan Lin, Zhenrong Fu, Cong Jin, Miao Tian, Shuicai Wu

Experimental Brain Research

DOI

2017

Diffusion Tensor Tractography Reveals Disrupted Structural Connectivity during Brain Aging

Lan Lin, Miao Tian, Qi Wang, Shuicai Wu

Journal of Physics Conference Series

DOI

2017

The Study of Graph Measurements for Hub Identification in Multiple Parcellated Brain Networks of Healthy Older Adult

Cong Jin, Yi‐Ping Chao, Lan Lin, Zhenrong Fu, Baiwen Zhang, Shuicai Wu

Journal of Medical and Biological Engineering

DOI

2016

脑年龄估值差对健康老龄大脑认知储备的定量分析

林岚，张柏雯，吴水才

《中国医疗设备》

2015

健康老年人脑年龄预测:基于尺度子配置模型的大脑连接组分析

林岚，靳聪，付振荣，徐小亭，吴水才

《北京工业大学学报》

2015

Predicting healthy older adult's brain age based on structural connectivity networks using artificial neural networks

Lan Lin, Cong Jin, Zhenrong Fu, Baiwen Zhang, Guangyu Bin, Shuicai Wu

Computer Methods and Programs in Biomedicine

DOI

2015

The relationships between the identified critical nodes within DTI-based brain structural network using hub measurements and vulnerability measurement

Cong Jin, Lan Lin, Li‐Wei Kuo, Shuicai Wu, Zhenrong Fu, Yi‐Ping Chao

DOI

2014

基于DTI影像图论分析的正常老化认知表现预测模型

员锐娟，吴水才，林岚，赵一平，林仲志，黄楚中，林庆波

《北京生物医学工程》

2013

7T MRI系统在脑图像中的应用研究进展

林岚，郝冬梅，白燕萍，高宏建，吴水才

《生物医学工程学杂志》

2013

[Research progress of techniques of 7 T MRI system in brain imaging].

Lan Lin, Dongmei Hao, Yanping Bai, Hongjian Gao, Shuicai Wu

PubMed

2013

Tensor-based analysis for measuring ventricular volume increases in mouse brain MR microscopy

Lan Lin, Guangyu Bin, Xiaoting Xu, Shuicai Wu

ICME International Conference on Complex Medical Engineering (CME)

DOI

2012

A template‐based automatic skull‐stripping approach for mouse brain MR microscopy

Lan Lin, Shuicai Wu, Chunlan Yang

Microscopy Research and Technique

DOI

2012

Applying spatial covariance modeling on cortical thickness measurement

Lan Lin, Shuicai Wu

International Conference on Biomedical Engineering and Informatics (BMEI)

DOI

精选作品

期刊论文

Beyond Gaze: Affective Synchrony and Sensory‐Linked Interactional Profiles as Early Markers of Autism Risk

Automated Quantification of Affect Synchrony: Links to Autism Risk and Social Communication in Infancy.

Latent Multidimensional Organization of White Matter Microstructural Aging: A Generative Adversarial Network Disentanglement Study in a Clinically Defined Reference Cohort

Mapping Neuroanatomical Heterogeneity of Brain Aging Within a Clinically Defined Aging Reference Cohort

Glymphatic dysfunction in Alzheimer's disease: a systematic review and meta-analysis of the DTI-ALPS index as an imaging biomarker

A Lightweight ScaleDense–Transformer Framework with Auxiliary Quantum-Inspired Bottleneck Module for Whole-Lifespan Brain Age Prediction

From Infancy to Aging: Precise Brain Age Estimation via Hybrid CoTResNet3D and CrossViT Models on T1-Weighted Imaging

UK Biobank-centric advances in brain age prediction: a comprehensive review

Regional Brain Aging Disparity Index: Region-Specific Brain Aging State Index for Neurodegenerative Diseases and Chronic Disease Specificity

Investigating Modifiable Factors Associated with Cognitive Decline: Insights from the UK Biobank

ds-FCRN: three-dimensional dual-stream fully convolutional residual networks and transformer-based global–local feature learning for brain age prediction

Brain Age as a Biomarker in Alzheimer’s Disease: Narrative Perspectives on Imaging, Biomarkers, Machine Learning, and Intervention Potential

基于静息态功能MRI的认知储备对脑网络的影响研究

Transformer-based approaches for neuroimaging: an in-depth review of their role in classification and regression tasks

Investigating Modifiable Risk Factors Across Dementia Subtypes: Insights from the UK Biobank

Machine Learning and Deep Learning Approaches in Lifespan Brain Age Prediction: A Comprehensive Review

Understanding the Temporal Dynamics of Accelerated Brain Aging and Resilient Brain Aging: Insights from Discriminative Event-Based Analysis of UK Biobank Data

Elucidating Multimodal Imaging Patterns in Accelerated Brain Aging: Heterogeneity through a Discriminant Analysis Approach Using the UK Biobank Dataset

基于海马MRI数据的三维DenseNet和通道注意力模块相结合的阿尔茨海默病分类模型研究

Exploring heterogeneity in structural imaging patterns of aging brains using machine learning

Exploring Successful Cognitive Aging: Insights Regarding Brain Structure, Function, and Demographics

A review of neuroimaging-based data-driven approach for Alzheimer’s disease heterogeneity analysis

Moderating effects of cognitive reserve on the relationship between brain structure and cognitive abilities in middle-aged and older adults

Three-round learning strategy based on 3D deep convolutional GANs for Alzheimer’s disease staging

Comparison of Machine Learning Models for Brain Age Prediction Using Six Imaging Modalities on Middle-Aged and Older Adults

A Convolutional Neural Network and Graph Convolutional Network Based Framework for AD Classification

A review of the application of three-dimensional convolutional neural networks for the diagnosis of Alzheimer’s disease using neuroimaging

Effects of Patchwise Sampling Strategy to Three-Dimensional Convolutional Neural Network-Based Alzheimer’s Disease Classification

脑老化过程中认知储备的神经影像学研究回顾

基于多尺度、多路注意力融合机制的多模态高等级脑胶质瘤语义分割网络

[Multimodal high-grade glioma semantic segmentation network with multi-scale and multi-attention fusion mechanism].

Concordance of Alzheimer’s Disease Subtypes Produced from Different Representative Morphological Measures: A Comparative Study

基于卷积神经网络的语义分割技术及其在脑神经影像应用中的研究进展

脑年龄估计差作为脑老化生物标志物的研究进展

基于三维卷积神经网络的结构磁共振影像分析在AD分类中的研究进展

英国生物银行在神经影像领域应用的研究综述

Multi-model and multi-slice ensemble learning architecture based on 2D convolutional neural networks for Alzheimer's disease diagnosis

A 3D Multi-Scale Multi-Attention UNet for Automatic Hippocampal Segmentation

[A review on the application of UK Biobank in neuroimaging].

Utilizing transfer learning of pre-trained AlexNet and relevance vector machine for regression for predicting healthy older adult’s brain age from structural MRI

A Review of Brain Atrophy Subtypes Definition and Analysis for Alzheimer’s Disease Heterogeneity Studies

Multiple Subtypes of Alzheimer’s Disease Base on Brain Atrophy Pattern

Understanding the role of APOE Gene Polymorphisms in Minimal Atrophy Alzheimer’s Disease by mixture of expert models

基于卷积神经网络的语义分割在医学图像中的应用

基于AlexNet模型的AD分类

脑老化中脑年龄预测模型研究综述

APOE-ε4 allele load modifies the brain aging process in cognitively normal late middle aged and older adults

The Effect of Smoothing Filter on CNN based AD Classification

[A review on brain age prediction in brain ageing].

DTI脑连接组分析中分割模板的选择

Small-world indices via network efficiency for brain networks from diffusion MRI

Diffusion Tensor Tractography Reveals Disrupted Structural Connectivity during Brain Aging

The Study of Graph Measurements for Hub Identification in Multiple Parcellated Brain Networks of Healthy Older Adult

脑年龄估值差对健康老龄大脑认知储备的定量分析

健康老年人脑年龄预测:基于尺度子配置模型的大脑连接组分析

Predicting healthy older adult's brain age based on structural connectivity networks using artificial neural networks

The relationships between the identified critical nodes within DTI-based brain structural network using hub measurements and vulnerability measurement

基于DTI影像图论分析的正常老化认知表现预测模型

7T MRI系统在脑图像中的应用研究进展

[Research progress of techniques of 7 T MRI system in brain imaging].

Tensor-based analysis for measuring ventricular volume increases in mouse brain MR microscopy

A template‐based automatic skull‐stripping approach for mouse brain MR microscopy

Applying spatial covariance modeling on cortical thickness measurement

会议论文

Hybrid CNN-SVM for Alzheimer's Disease Classification from Structural MRI and the Alzheimer’s Disease Neuroimaging Initiative (ADNI)

书籍章节

Spatial Covariance Modeling Analysis of Hypertension on Cognitive Aging

研究方向