Huasheng Liu
Biographic Data
| ID | 7924465 |
|---|---|
| NAME | Huasheng Liu |
| GIVEN NAMES | Huasheng |
| FAMILY NAME | Liu |
| SIGNATURE | LIU H |
| AFFILIATIONS | Jilin University |
| ORCID | 0000-0002-2635-999X |
| VERIFIED | Yes |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 3 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Multimodal machine learning-based model for differentiating nontuberculous mycobacteria from mycobacterium tuberculosis
Objective: To develop and evaluate the effectiveness of multimodal machine learning approach for the differentiation of NTM from MTB. Methods: The clinical data and CT images of 175 patients were retrospectively obtained. We established clinical data-based model, radiomics-based model, and multimodal (clinical plus radiomics) model gradually using 5 machine learning algorithms (Logistic, XGBoost, AdaBoost, RandomForest, and LightGBM). Optimal alg…
A Two-Phase, Joint-Commuting Model for Primary and Secondary Schools Considering Parking Sharing
In light of the traffic congestion and traffic environment problems around schools that are caused by students commuting by car, this paper explores an efficient and feasible student commuting travel plan. Based on the ideas of "public-private cooperation" and "parking sharing", combined with the characteristics of the family travel chain during the commuting period, a joint-commuting model of "private car and school bus" is creatively proposed. …
School Surrounding Region Traffic Commuting Analysis Based on Simulation
Student commuting is an important part of urban travel demand and private car commuting plays an important role in urban traffic, especially in areas near schools. Since parents, especially the parents of elementary and junior high school students, prefer to drive rather than take public transport, there will be a negative effect on traffic management. To address the challenge, a simulation model is established based on schools' surrounding regio…
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A Two-Phase, Joint-Commuting Model for Primary and Secondary Schools Considering Parking Sharing
In light of the traffic congestion and traffic environment problems around schools that are caused by students commuting by car, this paper explores an efficient and feasible student commuting travel plan. Based on the ideas of "public-private cooperation" and "parking sharing", combined with the characteristics of the family travel chain during the commuting period, a joint-commuting model of "private car and school bus" is creatively proposed. …
School Surrounding Region Traffic Commuting Analysis Based on Simulation
Student commuting is an important part of urban travel demand and private car commuting plays an important role in urban traffic, especially in areas near schools. Since parents, especially the parents of elementary and junior high school students, prefer to drive rather than take public transport, there will be a negative effect on traffic management. To address the challenge, a simulation model is established based on schools' surrounding regio…
Multimodal machine learning-based model for differentiating nontuberculous mycobacteria from mycobacterium tuberculosis
Objective: To develop and evaluate the effectiveness of multimodal machine learning approach for the differentiation of NTM from MTB. Methods: The clinical data and CT images of 175 patients were retrospectively obtained. We established clinical data-based model, radiomics-based model, and multimodal (clinical plus radiomics) model gradually using 5 machine learning algorithms (Logistic, XGBoost, AdaBoost, RandomForest, and LightGBM). Optimal alg…
Computer Science (3 works) · Engineering (2 works) · Transport engineering (2 works) · Algorithm (1 work) · Artificial Intelligence (1 work) · Civil engineering (1 work) · Energy consumption (1 work) · Environmental Science (1 work) · Geography (1 work) · Intersection (aeronautics (1 work)