Xizhe Zhang
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View article: Selective Network Reweighting in Adolescents with Mood Disorders and Problematic Smartphone Use
Selective Network Reweighting in Adolescents with Mood Disorders and Problematic Smartphone Use Open
Background and purpose Problematic smartphone use (PSU) is highly prevalent in mood-disordered adolescents, but it is unclear whether it reflects global disruption of functional architecture or specific circuits, and how it relates to depr…
View article: Unraveling spatiotemporal dynamics in transdiagnosis subtypes of major depressive disorder and bipolar disorder: insights from co-activation patterns and treatment response
Unraveling spatiotemporal dynamics in transdiagnosis subtypes of major depressive disorder and bipolar disorder: insights from co-activation patterns and treatment response Open
Major depressive disorder (MDD) and bipolar disorder (BD) share numerous overlapping symptoms and clinical features, both classified as mood disorders (MD). Despite the proposal of several transdiagnostic subtypes, the dynamic features and…
View article: GridRoute: A Benchmark for LLM-Based Route Planning with Cardinal Movement in Grid Environments
GridRoute: A Benchmark for LLM-Based Route Planning with Cardinal Movement in Grid Environments Open
Recent advancements in Large Language Models (LLMs) have demonstrated their potential in planning and reasoning tasks, offering a flexible alternative to classical pathfinding algorithms. However, most existing studies focus on LLMs' indep…
View article: Dissecting biological heterogeneity in major depressive disorder based on neuroimaging subtypes with multi-omics data
Dissecting biological heterogeneity in major depressive disorder based on neuroimaging subtypes with multi-omics data Open
The heterogeneity of Major Depressive Disorder (MDD) has been increasingly recognized, challenging traditional symptom-based diagnostics and the development of mechanism-targeted therapies. This study aims to identify neuroimaging-based MD…
View article: Dynamics Modeling and Suspension Parameters Optimization of Vehicle System Based on Reduced Multibody System Transfer Matrix Method
Dynamics Modeling and Suspension Parameters Optimization of Vehicle System Based on Reduced Multibody System Transfer Matrix Method Open
This study introduces an innovative vehicle-modeling framework based on the Reduced Multibody System Transfer Matrix Method, incorporating wheel–ground contact and friction to analyze dynamic performance metrics, including vertical acceler…
View article: Bridging animal models and humans: neuroimaging as intermediate phenotypes linking genetic or stress factors to anhedonia
Bridging animal models and humans: neuroimaging as intermediate phenotypes linking genetic or stress factors to anhedonia Open
This cross-species validation suggests that these neuroimaging patterns may serve as robust intermediate phenotypes, linking etiology to anhedonia and facilitating the translation of findings from animal models to humans with depression an…
View article: When biomarkers for major depressive disorder remain elusive
When biomarkers for major depressive disorder remain elusive Open
View article: Preparation Methods and Quantum Hall Effect of Graphene
Preparation Methods and Quantum Hall Effect of Graphene Open
Graphene is a two-dimensional ultra-thin functional material. It has the characteristics of light weight, and it exhibits stable chemical properties. In recent years, it has become an excellent candidate material for the modification of va…
View article: Dissecting biological heterogeneity in major depressive disorder based on neuroimaging subtypes with multi-omics data
Dissecting biological heterogeneity in major depressive disorder based on neuroimaging subtypes with multi-omics data Open
Background The heterogeneity of Major Depressive Disorder (MDD) has been increasingly recognized, challenging traditional symptom-based diagnostics and the development of mechanism-targeted therapies. This study aims to identify neuroimagi…
View article: Temporal dynamics in psychological assessments: a novel dataset with scales and response times
Temporal dynamics in psychological assessments: a novel dataset with scales and response times Open
View article: Enhanced classification and severity prediction of major depressive disorder using acoustic features and machine learning
Enhanced classification and severity prediction of major depressive disorder using acoustic features and machine learning Open
Background Previous studies have classified major depression and healthy control groups based on vocal acoustic features, but the classification accuracy needs to be improved. Therefore, this study utilized deep learning methods to constru…
View article: Exploring the relationship between response time sequence in scale answering process and severity of insomnia: A machine learning approach
Exploring the relationship between response time sequence in scale answering process and severity of insomnia: A machine learning approach Open
View article: Module control of network analysis in psychopathology
Module control of network analysis in psychopathology Open
The network approach to characterizing psychopathology departs from traditional latent categorical and dimensional approaches. Causal interplay among symptoms contributed to dynamic psychopathology system. Therefore, analyzing the symptom …
View article: Faces of the Mind: Unveiling Mental Health States Through Facial Expressions in 11,427 Adolescents
Faces of the Mind: Unveiling Mental Health States Through Facial Expressions in 11,427 Adolescents Open
Mood disorders such as depression and anxiety often manifest through facial expressions, but existing machine learning algorithms designed to assess these disorders have been hindered by small datasets and limited real-world applicability.…
View article: Module control of network analysis in psychopathology
Module control of network analysis in psychopathology Open
The network approach to characterizing psychopathology departs from traditional latent categorical and dimensional approaches. Causal interplay among symptoms contributed to dynamic psychopathology system. Therefore, analyzing the symptom …
View article: Characterizing the distinct imaging phenotypes, clinical behavior, and genetic vulnerability of brain maturational subtypes in mood disorders
Characterizing the distinct imaging phenotypes, clinical behavior, and genetic vulnerability of brain maturational subtypes in mood disorders Open
Background Mood disorders are characterized by great heterogeneity in clinical manifestation. Uncovering such heterogeneity using neuroimaging-based individual biomarkers, clinical behaviors, and genetic risks, might contribute to elucidat…
View article: From Connectivity to Controllability: Unraveling the Brain Biomarkers of Major Depressive Disorder
From Connectivity to Controllability: Unraveling the Brain Biomarkers of Major Depressive Disorder Open
Major Depressive Disorder (MDD) is a significant neurological condition associated with aberrations in brain functional networks. Traditional studies have predominantly analyzed these from a network topology perspective. However, given the…
View article: Prediction of the efficacy of group cognitive behavioral therapy using heart rate variability based smart wearable devices: a randomized controlled study
Prediction of the efficacy of group cognitive behavioral therapy using heart rate variability based smart wearable devices: a randomized controlled study Open
View article: Exploring the interactions between mitochondria-related genes and the immune microenvironment in sepsis: a bioinformatics study
Exploring the interactions between mitochondria-related genes and the immune microenvironment in sepsis: a bioinformatics study Open
In this study, we utilized bioinformatics to investigate the intricate interplay between mitochondria-related genes and the immune microenvironment in sepsis, a life-threatening condition with complex pathophysiology. Through analysis of m…
View article: Digital Dietary Behaviors in Individuals With Depression: Real-World Behavioral Observation
Digital Dietary Behaviors in Individuals With Depression: Real-World Behavioral Observation Open
Background Depression is often accompanied by changes in behavior, including dietary behaviors. The relationship between dietary behaviors and depression has been widely studied, yet previous research has relied on self-reported data which…
View article: State- and trait-related dysfunctions in bipolar disorder across different mood states: a graph theory study
State- and trait-related dysfunctions in bipolar disorder across different mood states: a graph theory study Open
Background: The interplay between state- and trait-related disruptions in structural networks remains unclear in bipolar disorder (BD), but graph theory can offer insights into global and local network changes. We sought to use diffusion-t…
View article: Integrative omics analysis reveals epigenomic and transcriptomic signatures underlying brain structural deficits in major depressive disorder
Integrative omics analysis reveals epigenomic and transcriptomic signatures underlying brain structural deficits in major depressive disorder Open
Several lines of evidence support the involvement of transcriptomic and epigenetic mechanisms in the brain structural deficits of major depressive disorder (MDD) separately. However, research in these two areas has remained isolated. In th…
View article: Accumulative Imaging Method of Grounding Grid Topological Features Based on Combined Sources
Accumulative Imaging Method of Grounding Grid Topological Features Based on Combined Sources Open
One essential requirement for grounding grid state detection is quick and accurate localization of the topology. The combined source detection approach works well for increasing the signal amplitude and detection efficiency inside large gr…
View article: Calcium-Looping Dry Reforming of Biogas Enhances Methane Conversion to Syngas with Superior Cyclic Stability
Calcium-Looping Dry Reforming of Biogas Enhances Methane Conversion to Syngas with Superior Cyclic Stability Open
View article: Numerical Study on Seismic Performance of Modular Steel Structures with Fplc
Numerical Study on Seismic Performance of Modular Steel Structures with Fplc Open
View article: Exploring Multiple Perspectives on Psychological Health of Adolescents in Relation to Gender and School Grade — Jiangsu Province, China, 2022
Exploring Multiple Perspectives on Psychological Health of Adolescents in Relation to Gender and School Grade — Jiangsu Province, China, 2022 Open
Caregivers and educators should enhance their awareness and skills in supporting the mental health of children. These findings offer critical insights for the early detection and intervention of mental health issues in Chinese children and…
View article: Attention-Based Acoustic Feature Fusion Network For Depression Detection
Attention-Based Acoustic Feature Fusion Network For Depression Detection Open
View article: Module Control of Network Analysis in Psychopathology
Module Control of Network Analysis in Psychopathology Open
View article: Effectiveness of non-invasive brain stimulation on depressive symptoms targeting prefrontal cortex in functional magnetic resonance imaging studies: a combined systematic review and meta-analysis
Effectiveness of non-invasive brain stimulation on depressive symptoms targeting prefrontal cortex in functional magnetic resonance imaging studies: a combined systematic review and meta-analysis Open
The prefrontal cortex (PFC) is a critical non-invasive brain stimulation (NIBS) target for treating depression. However, the alterations of brain activations post-intervention remain inconsistent and the clinical moderators that could impr…
View article: Aberrant Hippocampal Development in Early-onset Mental Disorders and Promising Interventions: Evidence from a Translational Study
Aberrant Hippocampal Development in Early-onset Mental Disorders and Promising Interventions: Evidence from a Translational Study Open
Early-onset mental disorders are associated with disrupted neurodevelopmental processes during adolescence. The methylazoxymethanol acetate (MAM) animal model, in which disruption in neurodevelopmental processes is induced, mimics the abno…