Liang Zhan

Liang Zhan

University of Pittsburgh

H-index: 30

North America-United States

About Liang Zhan

Liang Zhan, With an exceptional h-index of 30 and a recent h-index of 23 (since 2020), a distinguished researcher at University of Pittsburgh, specializes in the field of Medical Signal Modeling, Neuroimaging, Computational Neuroscience, Machine Learning, Bioinformatics.

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

Temporal alterations in white matter in an App knock-in mouse model of Alzheimer’s disease

BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations

Uncertainty Regularized Evidential Regression

Structured Information Matters: Incorporating Abstract Meaning Representation into LLMs for Improved Open-Domain Dialogue Evaluation

Ex-Vivo Hippocampus Segmentation Using Diffusion-Weighted MRI

Constrained Multiview Representation for Self-supervised Contrastive Learning

189. Connectome Signatures of Depression, Cannabis use, and Comorbid Depression and Cannabis Use: Evidence From the Human Connectome Project

Bidirectional mapping with contrastive learning on multimodal neuroimaging data

Liang Zhan Information

University

Position

Assistant Professor Deps. of ECE and BioE

Citations(all)

2761

Citations(since 2020)

1462

Cited By

1853

hIndex(all)

30

hIndex(since 2020)

23

i10Index(all)

63

i10Index(since 2020)

41

Email

University Profile Page

University of Pittsburgh

Google Scholar

View Google Scholar Profile

Liang Zhan Skills & Research Interests

Medical Signal Modeling

Neuroimaging

Computational Neuroscience

Machine Learning

Bioinformatics

Top articles of Liang Zhan

Title

Journal

Author(s)

Publication Date

Temporal alterations in white matter in an App knock-in mouse model of Alzheimer’s disease

eneuro

Zachery D Morrissey

Jin Gao

Aashutosh Shetti

Wenping Li

Liang Zhan

...

2024/2/1

BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations

arXiv preprint arXiv:2405.00077

Kaiqiao Han

Yi Yang

Zijie Huang

Xuan Kan

Yang Yang

...

2024/4/30

Uncertainty Regularized Evidential Regression

AAAI 2024

Kai Ye

Tiejin Chen

Hua Wei

Liang Zhan

2024/1/3

Structured Information Matters: Incorporating Abstract Meaning Representation into LLMs for Improved Open-Domain Dialogue Evaluation

arXiv preprint arXiv:2404.01129

Bohao Yang

Kun Zhao

Chen Tang

Liang Zhan

Chenghua Lin

2024/4/1

Ex-Vivo Hippocampus Segmentation Using Diffusion-Weighted MRI

Mathematics

Haoteng Tang

Siyuan Dai

Eric M Zou

Guodong Liu

Ryan Ahearn

...

2024/3/22

Constrained Multiview Representation for Self-supervised Contrastive Learning

arXiv preprint arXiv:2402.03456

Siyuan Dai

Kai Ye

Kun Zhao

Ge Cui

Haoteng Tang

...

2024/2/5

189. Connectome Signatures of Depression, Cannabis use, and Comorbid Depression and Cannabis Use: Evidence From the Human Connectome Project

Biological Psychiatry

Ryan Sullivan

Anthony Robinson

Anna Li

Liang Zhan

Olusola Ajilore

...

2024/5/15

Bidirectional mapping with contrastive learning on multimodal neuroimaging data

Kai Ye

Haoteng Tang

Siyuan Dai

Lei Guo

Johnny Yuehan Liu

...

2023/10/1

Investigating the effect of neuropsychiatric symptoms on Alzheimer’s diagnosis using multi‐modal brain networks

Alzheimer's & Dementia

Lei Guo

Yanfu Zhang

Haoteng Tang

Scott R Mackin

Paul M Thompson

...

2023/12

Enhanced simulations of whole-brain dynamics using hybrid resting-state structural connectomes

Frontiers in Computational Neuroscience

Thanos Manos

Sandra Diaz-Pier

Igor Fortel

Ira Driscoll

Liang Zhan

...

2023

Signatures of abnormal deviations in excitation‐inhibition balance for amyloid positive individuals

Alzheimer's & Dementia

Igor Fortel

Liang Zhan

Olusola Ajilore

Yichao Wu

Scott R Mackin

...

2023/12

Disrupted Excitation-Inhibition balance in cognitively normal individuals at risk of alzheimer’s disease

Journal of Alzheimer's Disease

Igor Fortel

Liang Zhan

Olusola Ajilore

Yichao Wu

Scott Mackin

...

2023/8/22

Signed graph representation learning for functional-to-structural brain network mapping

Medical image analysis

Haoteng Tang

Lei Guo

Xiyao Fu

Yalin Wang

Scott Mackin

...

2023/1/1

Current advances in multimodal human brain imaging and analysis across the lifespan: From mapping to state prediction

Layla Banihashemi

Jinglei Lv

Minjie Wu

Liang Zhan

2023/2/13

A novel multiclass-based framework for P300 detection in BCI matrix speller: Temporal EEG patterns of non-target trials vary based on their position to previous target stimuli

Engineering Applications of Artificial Intelligence

Mohammad Norizadeh Cherloo

Amir Mohammad Mijani

Liang Zhan

Mohammad Reza Daliri

2023/8/1

Spectrum-Enhanced TRCA (SE-TRCA): A novel approach for direction detection in SSVEP-based BCI

Computers in Biology and Medicine

AmirMohammad Mijani

Mohammad Norizadeh Cherloo

Haoteng Tang

Liang Zhan

2023/11/1

Neighborhood Perceptions Are Associated With Intrinsic Amygdala Activity and Resting-State Connectivity With Salience Network Nodes Among Older Adults

Psychosomatic Medicine

Lola R Ortiz-Whittingham

Liang Zhan

Erika N Ortiz-Chaparro

Yvonne Baumer

Shannon Zenk

...

2023/6/27

A comprehensive survey of complex brain network representation

Haoteng Tang

Guixiang Ma

Yanfu Zhang

Kai Ye

Lei Guo

...

2023/12/16

Hippocampal functional connectivity across age in an App knock-in mouse model of Alzheimer's disease

Frontiers in Aging Neuroscience

Morrissey ZD

Gao J

Zhan L

Li W

Fortel I

...

2023

Incomplete Multimodal Learning for Complex Brain Disorders Prediction

arXiv preprint arXiv:2305.16222

Reza Shirkavand

Liang Zhan

Heng Huang

Li Shen

Paul M Thompson

2023/5/25

See List of Professors in Liang Zhan University(University of Pittsburgh)