Mengqi Liu
Biographic Data
| ID | 6746626 |
|---|---|
| NAME | Mengqi Liu |
| GIVEN NAMES | Mengqi |
| FAMILY NAME | Liu |
| SIGNATURE | LIU M |
| AFFILIATIONS | The Affiliated Yongchuan Hospital of Chongqing Medical University |
| ORCID | 0000-0002-2771-798X |
| VERIFIED | Yes |
| TOTAL WORKS | 15 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 15 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Generative AI use profiles and academic outcomes in higher education
Generative AI (GenAI) is increasingly embedded in higher education as an interactive learning environment (ILE), yet evidence on learning benefits remains mixed. Using an anonymous survey of 2,240 undergraduates from a public university in central China, we adopt a person-centred approach to test whether latent GenAI engagement profiles predict broader perceived capability development beyond overall usage intensity, and whether institutional supp…
An investigation of the reliability, validity, and impact of operator expertise on assessing vertical jump height in collegiate badminton athletes with My Jump Lab
Operator experience exerts minimal practical impact on My Jump Lab derived vertical jump height measurements in university badminton athletes. The tool demonstrates robust reliability and validity, making it suitable for routine training monitoring by operators with varying experience levels in grassroots sports settings. While significant proportional bias was identified for CMJAM, this does not compromise My Jump Lab's utility for relative perf…
EFL Teachers' Acceptance of Generative Artificial Intelligence in Teaching and Academic Research
Generative Artificial Intelligence (GAI) technology, represented by large language models, has driven an in‐depth transformation of foreign language education and research. In the era of digital intelligence, how digital technology empowers English as a Foreign Language (EFL) teaching and academic research is a new topic for foreign language educators. This research adopts the integration of UTAUT theory to predict the influence of GAI on EFL tea…
Investigating the relationship between inflammatory cytokines and adolescent depression
Compared with healthy controls, adolescents with depression demonstrated significantly elevated serum cytokine levels, indicating immune activation which were higher in female. Cytokines may have promising diagnostic value in adolescent depression, but further validation with additional indicators is needed
Resting-state fMRI graph theory analysis for predicting selective serotonin reuptake inhibitors treatment response in adolescent major depressive disorder
Pre-treatment functional network topological metrics differentiating responders and non-responders demonstrate potential as predictors for SSRIs treatment response in adolescents with MDD
Ranking Spatial Units with Structural Property and Traffic Distributions for Uncovering Spatial Interaction Patterns in a City
Travel activity data mining is critical to numerous urban applications such as transportation and location‐based services. This article studies the spatial units ranking algorithm for uncovering spatial interaction patterns based on the flow properties of people's travel trajectories. For example, using a taxi origin–destination flow database, a user may want to rank the origin and destination with respect to their functional importance within th…
The association of quality of life and fear of progression in patients with pulmonary hypertension
This study revealed that the psychological domain of QoL is likely to be the most dominant in the overall QoL of PH patients. It can serve as a primary focus for QoL management strategies to improve the overall QoL of PH patients. Furthermore, physical health-related fear is an urgent mental health concern to be alleviated in PH patients' FoP. As a bridge variable, physical health-related fear can be used as a potential clinical intervention targ…
Cultural intelligence and sales performance in online insurance marketing
The cultural clash between customers and salespeople in online marketing is observed as a barrier to promoting sales performance.The capability of handling cultural difference, or cultural intelligence (CQ), is therefore essential for salespeople. With data collected through questionnaires from a Chinese digital insurance brokerage firm, the impact of salespeople’s CQ on sales performance is examined with the partial least squares structural equa…
Multidimensional voiceprint feature assessment system for identifying the depression in children and adolescents
The MVFDA has performed well in clinical diagnostic trials for the identification of MDD in children and adolescents by capturing objective sound features. Compared with the scale assessment method, the MVFDA system could be further promoted in clinical practice due to its advantages of simple operation, objective rating, and high diagnostic efficiency
An iterative framework with active learning to match segments in road networks
Road network matching that detects arc-to-arc relations is a crucial prerequisite for the update of road data. The increasing complexity of multi-source and multi-scale road network data challenges the existing methods on accuracy and efficiency. This paper focuses on the interactive-based probabilistic relaxation approach. It is difficult to obtain satisfactory results by using completely automatic matching algorithm in some complicated road net…
Indigenous community members’ views about water quality in Lake Atitlán, Guatemala
Cyanobacteria blooms, a recent phenomenon in Lake Atitlán (Guatemala), impact the lake’s ecology and local Maya communities’ cultural identity, subsistence, and employment. The blooms and their anthropogenic provenience are relatively well understood scientifically, yet beliefs and attitudes of impacted communities are less explored. We investigated one Maya community’s11 In this article we use the term Maya community to refer to the specific, lo…
Correlates of Aggression in Men With Methamphetamine Use Disorder
Our study shows a high level of childhood trauma and aggression in the MAUD group. Both methamphetamine-use characteristics (age of MAUD onset, severe MAUD, co-occurring AUD/TUD) and childhood trauma were associated with aggression in MAUD. Our findings provide useful information on potential risk factors for aggression and inform future longitudinal research to establish causal relationships between these factors and aggression to guide further …
Aberrant frontolimbic circuit in female depressed adolescents with and without suicidal attempts
These findings highlight the multiple abnormalities of the frontolimbic circuit, which may enhance our understanding of the neurobiological basis underlying female MDD with SA during adolescence
Spatial Multi-Objective Land Use Optimization toward Livability Based on Boundary-Based Genetic Algorithm
In this research, the concept of livability has been quantitatively and comprehensively reviewed and interpreted to contribute to spatial multi-objective land use optimization modelling. In addition, a multi-objective land use optimization model was constructed using goal programming and a weighted-sum approach, followed by a boundary-based genetic algorithm adapted to help address the spatial multi-objective land use optimization problem. Furthe…
Quality of Life in Patients With Methamphetamine Use Disorder
Impulsivity and various drug use characteristics can significantly predict QOL in all fields of MAUD patients. In addition, we have also found differences in the predictors of QOL in different domains. Overall, this study provides clinical guidance for the treatment of MAUD patients, that is, management of impulsivity in patients with MAUD may help improve their QOL and even sustain their drug rehabilitation
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Spatial Multi-Objective Land Use Optimization toward Livability Based on Boundary-Based Genetic Algorithm
In this research, the concept of livability has been quantitatively and comprehensively reviewed and interpreted to contribute to spatial multi-objective land use optimization modelling. In addition, a multi-objective land use optimization model was constructed using goal programming and a weighted-sum approach, followed by a boundary-based genetic algorithm adapted to help address the spatial multi-objective land use optimization problem. Furthe…
Quality of Life in Patients With Methamphetamine Use Disorder
Impulsivity and various drug use characteristics can significantly predict QOL in all fields of MAUD patients. In addition, we have also found differences in the predictors of QOL in different domains. Overall, this study provides clinical guidance for the treatment of MAUD patients, that is, management of impulsivity in patients with MAUD may help improve their QOL and even sustain their drug rehabilitation
Indigenous community members’ views about water quality in Lake Atitlán, Guatemala
Cyanobacteria blooms, a recent phenomenon in Lake Atitlán (Guatemala), impact the lake’s ecology and local Maya communities’ cultural identity, subsistence, and employment. The blooms and their anthropogenic provenience are relatively well understood scientifically, yet beliefs and attitudes of impacted communities are less explored. We investigated one Maya community’s11 In this article we use the term Maya community to refer to the specific, lo…
Correlates of Aggression in Men With Methamphetamine Use Disorder
Our study shows a high level of childhood trauma and aggression in the MAUD group. Both methamphetamine-use characteristics (age of MAUD onset, severe MAUD, co-occurring AUD/TUD) and childhood trauma were associated with aggression in MAUD. Our findings provide useful information on potential risk factors for aggression and inform future longitudinal research to establish causal relationships between these factors and aggression to guide further …
Aberrant frontolimbic circuit in female depressed adolescents with and without suicidal attempts
These findings highlight the multiple abnormalities of the frontolimbic circuit, which may enhance our understanding of the neurobiological basis underlying female MDD with SA during adolescence
Cultural intelligence and sales performance in online insurance marketing
The cultural clash between customers and salespeople in online marketing is observed as a barrier to promoting sales performance.The capability of handling cultural difference, or cultural intelligence (CQ), is therefore essential for salespeople. With data collected through questionnaires from a Chinese digital insurance brokerage firm, the impact of salespeople’s CQ on sales performance is examined with the partial least squares structural equa…
Multidimensional voiceprint feature assessment system for identifying the depression in children and adolescents
The MVFDA has performed well in clinical diagnostic trials for the identification of MDD in children and adolescents by capturing objective sound features. Compared with the scale assessment method, the MVFDA system could be further promoted in clinical practice due to its advantages of simple operation, objective rating, and high diagnostic efficiency
An iterative framework with active learning to match segments in road networks
Road network matching that detects arc-to-arc relations is a crucial prerequisite for the update of road data. The increasing complexity of multi-source and multi-scale road network data challenges the existing methods on accuracy and efficiency. This paper focuses on the interactive-based probabilistic relaxation approach. It is difficult to obtain satisfactory results by using completely automatic matching algorithm in some complicated road net…
Ranking Spatial Units with Structural Property and Traffic Distributions for Uncovering Spatial Interaction Patterns in a City
Travel activity data mining is critical to numerous urban applications such as transportation and location‐based services. This article studies the spatial units ranking algorithm for uncovering spatial interaction patterns based on the flow properties of people's travel trajectories. For example, using a taxi origin–destination flow database, a user may want to rank the origin and destination with respect to their functional importance within th…
The association of quality of life and fear of progression in patients with pulmonary hypertension
This study revealed that the psychological domain of QoL is likely to be the most dominant in the overall QoL of PH patients. It can serve as a primary focus for QoL management strategies to improve the overall QoL of PH patients. Furthermore, physical health-related fear is an urgent mental health concern to be alleviated in PH patients' FoP. As a bridge variable, physical health-related fear can be used as a potential clinical intervention targ…
EFL Teachers' Acceptance of Generative Artificial Intelligence in Teaching and Academic Research
Generative Artificial Intelligence (GAI) technology, represented by large language models, has driven an in‐depth transformation of foreign language education and research. In the era of digital intelligence, how digital technology empowers English as a Foreign Language (EFL) teaching and academic research is a new topic for foreign language educators. This research adopts the integration of UTAUT theory to predict the influence of GAI on EFL tea…
Investigating the relationship between inflammatory cytokines and adolescent depression
Compared with healthy controls, adolescents with depression demonstrated significantly elevated serum cytokine levels, indicating immune activation which were higher in female. Cytokines may have promising diagnostic value in adolescent depression, but further validation with additional indicators is needed
Resting-state fMRI graph theory analysis for predicting selective serotonin reuptake inhibitors treatment response in adolescent major depressive disorder
Pre-treatment functional network topological metrics differentiating responders and non-responders demonstrate potential as predictors for SSRIs treatment response in adolescents with MDD
Generative AI use profiles and academic outcomes in higher education
Generative AI (GenAI) is increasingly embedded in higher education as an interactive learning environment (ILE), yet evidence on learning benefits remains mixed. Using an anonymous survey of 2,240 undergraduates from a public university in central China, we adopt a person-centred approach to test whether latent GenAI engagement profiles predict broader perceived capability development beyond overall usage intensity, and whether institutional supp…
An investigation of the reliability, validity, and impact of operator expertise on assessing vertical jump height in collegiate badminton athletes with My Jump Lab
Operator experience exerts minimal practical impact on My Jump Lab derived vertical jump height measurements in university badminton athletes. The tool demonstrates robust reliability and validity, making it suitable for routine training monitoring by operators with varying experience levels in grassroots sports settings. While significant proportional bias was identified for CMJAM, this does not compromise My Jump Lab's utility for relative perf…
Psychology (7 works) · Medicine (6 works) · Psychiatry (6 works) · Clinical Psychology (5 works) · Clinical Psychology (5 works) · Computer Science (3 works) · Depression (economics (3 works) · Mathematics (3 works) · Mental Health Research Topics (3 works) · Artificial Intelligence (2 works)