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Multimodal Machine Learning for Prognosis and Survival Prediction in Renal Cell Carcinoma Patients: A Two-Stage Framework with Model Fusion and Interpretability Analysis Journal article
Yan, Keyue, Fong, Simon, Li, Tengyue, Song, Qun. Multimodal Machine Learning for Prognosis and Survival Prediction in Renal Cell Carcinoma Patients: A Two-Stage Framework with Model Fusion and Interpretability Analysis[J]. APPLIED SCIENCES-BASEL, 2024, 14(13), 5686.
Authors:  Yan, Keyue;  Fong, Simon;  Li, Tengyue;  Song, Qun
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.5/2.7 | Submit date：2024/08/05
Machine Learning  Multimodal Data  Renal Cell Carcinoma  Survival Prediction  
A review on multimodal machine learning in medical diagnostics Review article
2023
Authors:  Keyue Yan;  Tengyue Li;  João Alexandre Lobo Marques;  Juntao Gao;  Simon James Fong
Favorite | TC[WOS]:5 TC[Scopus]:10  IF:2.600/2.300 | Submit date：2023/08/03
Deep Learning  Machine Learning  Medical Data  Multimodal Learning  
Exploring ChatGPT's Potential for Consultation, Recommendations and Report Diagnosis: Gastric Cancer and Gastroscopy Reports’ Case Journal article
Zhou,Jiaming, Li,Tengyue, Fong,Simon James, Dey,Nilanjan, Crespo,Rubén González. Exploring ChatGPT's Potential for Consultation, Recommendations and Report Diagnosis: Gastric Cancer and Gastroscopy Reports’ Case[J]. International Journal of Interactive Multimedia and Artificial Intelligence, 2023, 8(2), 7-13.
Authors:  Zhou,Jiaming;  Li,Tengyue;  Fong,Simon James;  Dey,Nilanjan;  Crespo,Rubén González
Favorite | TC[WOS]:8 TC[Scopus]:8  IF:3.4/2.8 | Submit date：2023/08/03
Artificial Intelligence  Chatgpt  E-assessment  Gastric Cancer  Medicine  
Group theoretic particle swarm optimization for multi-level threshold lung cancer image segmentation Journal article
Lan, Kun, Zhou, Jianqiang, Jiang, Xiaoliang, Wang, Jun, Huang, Shigao, Yang, Jie, Song, Qun, Tang, Rui, Gong, Xueyuan, Liu, Kexing, Wu, Yaoyang, Li, Tengyue. Group theoretic particle swarm optimization for multi-level threshold lung cancer image segmentation[J]. Quantitative Imaging in Medicine and Surgery, 2022, 13(3), 1312-1322.
Authors:  Lan, Kun;  Zhou, Jianqiang;  Jiang, Xiaoliang;  Wang, Jun;  Huang, Shigao; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:2.9/3.2 | Submit date：2023/04/03
Evolutionary Computation  Group Theory  Lung Cancer Detection  Medical Image Segmentation  Metaheuristic  
Virtual Interactions of Companion Pet Effects for Remote Pet Owners Conference paper
Xie, Haoxue, Li, Tengyue, Fong, Simon. Virtual Interactions of Companion Pet Effects for Remote Pet Owners[C]:Association for Computing Machinery, 2022, 64-69.
Authors:  Xie, Haoxue;  Li, Tengyue;  Fong, Simon
Favorite | TC[Scopus]:0 | Submit date：2023/01/30
Virtual Interactions  Iot  Pet Effects  Remote Pet-care  
Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning Journal article
Li, Tengyue, Fong, Simon, Mohammed, Sabah, Fiaidhi, Jinan, Guan, Steven, Chang, Victor. Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning[J]. Future Generation Computer Systems-The International Journal of eScience, 2022, 133, 10-22.
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:6.2/5.9 | Submit date：2022/05/13
Algorithm  Classification Model Training  Deep Learning  Machine Learning  Medical Dataset  Multi-class Classification  Parameter Optimization  Radiological Images Recognition  
Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learni Journal article
Li, Tengyue, Fong, Simon, Mohammed, Sabah, Fiaidhi, Jinan, Guan, Steven, Chang, Victor. Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learni[J]. Future Generation Computer Systems, 2022, 133(1), 10-22.
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven; et al.
Adobe PDF | Favorite | TC[WOS]:2 TC[Scopus]:2  IF:6.2/5.9 | Submit date：2022/08/31
Machine Learning  Deep Learning  Multi-class Classification  Parameter Optimization  Classification Model Training  Medical Dataset  Radiological Images Recognition  
A brick-up model for recombining metaheuristic optimisation algorithm using analytic hierarchy process Journal article
Qun Song, Tengyue Li, Simon Fong, Shuang Liu. A brick-up model for recombining metaheuristic optimisation algorithm using analytic hierarchy process[J]. Applied Intelligence, 2022, 53(3), 3166-3182.
Authors:  Qun Song;  Tengyue Li;  Simon Fong;  Shuang Liu
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.4/3.9 | Submit date：2022/08/05
Analytic Hierarchy Process  Brick-up Recombination  Metaheuristic Optimisation Problem  
A fast feature selection method based on coefficient of variation for diabetics prediction using machine learning Book chapter
出自: Research Anthology on Machine Learning Techniques, Methods, and Applications:IGI Global, 2022, 页码:241-251
Authors:  Tengyue Li;  Simon Fong
Favorite | TC[Scopus]:0 | Submit date：2022/09/30
Trajectory Prediction Using Multivariate Time-series Data Stream Learning with Fused Kalman-filter and Evolving Correlated Horizons Feature Selection Conference paper
Li, Tengyue, Fong, Simon. Trajectory Prediction Using Multivariate Time-series Data Stream Learning with Fused Kalman-filter and Evolving Correlated Horizons Feature Selection[C], 2022, 663-670.
Authors:  Li, Tengyue;  Fong, Simon
Favorite | TC[Scopus]:0 | Submit date：2023/03/06
Data Analytics  Data Stream Mining  Kalman Filter  Multivariate Time Series Forecasting  Trajectory Prediction