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Deep Learning based Intelligent Tumor Analytics Framework for Quantitative Grading and Analyzing Cancer Metastasis: Case of Lymph Node Breast Cancer Journal article
Li, Tengyue, Fong, Simon, Wu, Yaoyang, Zhang, Xin, Song, Qun, Qin, Huafeng, Mohammed, Sabah, Feng, Tian, Gao, Juntao, Sciarrone, Andrea. Deep Learning based Intelligent Tumor Analytics Framework for Quantitative Grading and Analyzing Cancer Metastasis: Case of Lymph Node Breast Cancer[J]. IEEE Transactions on Emerging Topics in Computing, 2024, 1 - 16.
Authors:  Li, Tengyue;  Fong, Simon;  Wu, Yaoyang;  Zhang, Xin;  Song, Qun; et al.
Favorite | TC[Scopus]:0  IF:5.1/4.5 | Submit date：2024/12/05
Metastasis Assessment  Cancer Diagnosis  Intelligent Tumor Analytics (Ita)  Deep Learning  Histopathological Imaging  Tumor Grading Standards  
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 binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data Journal article
Jinyan Li, Yaoyang Wu, Simon Fong, Antonio J. Tallón‑Ballesteros, Xin‑she Yang, Sabah Mohammed, Feng Wu. A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data[J]. Journal of Supercomputing, 2022, 78(5), 7428-7463.
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Antonio J. Tallón‑Ballesteros;  Xin‑she Yang; et al.
Favorite | TC[WOS]:20 TC[Scopus]:23  IF:2.5/2.4 | Submit date：2022/05/04
Binary Pso  Ensemble  Imbalanced Classification  Integrity  Multi-objective  Under-sampling  
A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace Probability Detection Conference paper
Zhong, Yan, Li, Tengyue, Fong, Simon, Li, Xuqi, Tallón-Ballesteros, Antonio J., Mohammed, Sabah. A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace Probability Detection[C]. Sanjurjo González H., Pastor López I., García Bringas P., Quintián H., Corchado E., Switzerland:Springer Science and Business Media Deutschland GmbH, 2021, 38-49.
Authors:  Zhong, Yan;  Li, Tengyue;  Fong, Simon;  Li, Xuqi;  Tallón-Ballesteros, Antonio J.; et al.
Favorite | TC[Scopus]:0 | Submit date：2022/05/13
Internet-of-things  Data Pre-processing  Sensor Data Streams  Big Data Analytics  
Orchestration of Thick Data Analytics Based on Conversational Workflows in Healthcare Community of Practice Conference paper
Fiaidhi, Jinan, Mohammed, Sabah, Fong, Simon. Orchestration of Thick Data Analytics Based on Conversational Workflows in Healthcare Community of Practice[C], 2020, 4859-4865.
Authors:  Fiaidhi, Jinan;  Mohammed, Sabah;  Fong, Simon
Favorite | TC[WOS]:1 TC[Scopus]:3 | Submit date：2022/09/30
Community Of Practice  Node-red  Social LearnIng In Healthcare  Thick Data Analytics  Workflows  
White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment Journal article
Tengyue Li, Simon Fong, Shirley W.I. Siu, Xin-she Yang, Lian-Sheng Liu, Sabah Mohammed. White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment[J]. Computer Methods and Programs in Biomedicine, 2020, 197.
Authors:  Tengyue Li;  Simon Fong;  Shirley W.I. Siu;  Xin-she Yang;  Lian-Sheng Liu; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:4.9/5.5 | Submit date：2021/03/09
Data Mining Methodology  Deep Learning  Bayesian Network  Radiological Data Analysis  
White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis Journal article
Tengyue Li, Simon Fong, Lian-Sheng Liu, Xin-She Yang, Xingshi He, Jinan Fiaidhi, Sabah Mohammed. White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis[J]. IT Professional, 2019, 21(5), 71-77.
Authors:  Tengyue Li;  Simon Fong;  Lian-Sheng Liu;  Xin-She Yang;  Xingshi He; et al.
Favorite | TC[WOS]:5 TC[Scopus]:4  IF:2.2/2.5 | Submit date：2021/03/09
Fast incremental learning with swarm decision table and stochastic feature selection in an IoT extreme automation environment Journal article
Tengyue Li, Simon Fong, Richard C. Millham, Jinan Fiaidhi, Sabah Mohammed. Fast incremental learning with swarm decision table and stochastic feature selection in an IoT extreme automation environment[J]. IT Professional, 2019, 21(2), 14-26.
Authors:  Tengyue Li;  Simon Fong;  Richard C. Millham;  Jinan Fiaidhi;  Sabah Mohammed
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:2.2/2.5 | Submit date：2021/03/09
Experimenting with clojure on extracting medication information from clinical narratives Conference paper
Sami Mohammed, Sabah Mohammed, Jinan Fiaidhi, Tengyue Li, Simon Fong. Experimenting with clojure on extracting medication information from clinical narratives[C]:ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA, 2018, 119-122.
Authors:  Sami Mohammed;  Sabah Mohammed;  Jinan Fiaidhi;  Tengyue Li;  Simon Fong
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2021/03/09
Clinical Narratives  Medication Information Extraction  Opennlp  Clojure