English | 繁體

Search in the results

UM

Browse/Search Results:  1-10 of 13 Help

Selected(0)Clear Items/Page:    Sort:
A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence Journal article
Xiaoling Luo, Wei Wang, Yong Xu, Zhihui Lai, Xiaopeng Jin, Bob Zhang, David Zhang. A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence[J]. CAAI Transactions on Intelligence Technology, 2024, 9(1), 153-166.
Authors:  Xiaoling Luo;  Wei Wang;  Yong Xu;  Zhihui Lai;  Xiaopeng Jin; et al.
Favorite | TC[WOS]:17 TC[Scopus]:17  IF:8.4/6.7 | Submit date：2023/08/03
Image Classification  Medical Image Processing  Pattern Recognition  
Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification Journal article
Lai,Qi, Zhou,Jianhang, Gan,Yanfen, Vong,Chi Man, Chen,C. L.Philip. Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 8(1), 828-839.
Authors:  Lai,Qi;  Zhou,Jianhang;  Gan,Yanfen;  Vong,Chi Man;  Chen,C. L.Philip
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:5.3/5.7 | Submit date：2023/08/03
Biomedical Imaging  Computational Intelligence  Correlation  Diseases  Medical Image Classification  Multi-instance Learning  Multi-label Learning  Probabilistic Logic  Simultaneous Learning  Single-stage Framework  Task Analysis  Training  
Real-time and Cost-effective Smart Mat System based on Frequency Channel Selection for Sleep Posture Recognition in IoMT Journal article
Diao, Haikang, Chen, Chen, Liu, Xiangyu, Yuan, Wei, Amara, Amara, Tamura, Toshiyo, Lo, Benny, Fan, Jiahao, Meng, Long, Pun, Sio Hang, Zhang, Yuan Ting, Chen, Wei. Real-time and Cost-effective Smart Mat System based on Frequency Channel Selection for Sleep Posture Recognition in IoMT[J]. IEEE Internet of Things Journal, 2022, 9(21), 21421-21431.
Authors:  Diao, Haikang;  Chen, Chen;  Liu, Xiangyu;  Yuan, Wei;  Amara, Amara; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:8.2/9.0 | Submit date：2022/08/05
Classification Algorithms  Complexity Theory  Data Acquisition  Embedded Systems  Frequency Channel Selection  Iomt  Low-cost  Medical Services  Real-time  Real-time Systems  Sleep Apnea  Sleep Posture Recognition  Smart Mat System  
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  
Teng-Yue algorithm: A novel metaheuristic search method for fast cancer classification Conference paper
Tengyue Li, Simon Fong, Antonio J. Tallón-Ballesteros. Teng-Yue algorithm: A novel metaheuristic search method for fast cancer classification[C], 2020, 47-48.
Authors:  Tengyue Li;  Simon Fong;  Antonio J. Tallón-Ballesteros
Favorite | TC[Scopus]:3 | Submit date：2021/03/09
Novel Metaheuristics  Feature Engineering  Medical Data Classification  Accuracy  Interpretability  Search Algorithm  
Non-invasive multi-disease classification via facial image analysis using a convolutional neural network Conference paper
Zhang L., Zhang B.. Non-invasive multi-disease classification via facial image analysis using a convolutional neural network[C], 2018, 66-71.
Authors:  Zhang L.;  Zhang B.
Favorite | TC[WOS]:3 TC[Scopus]:4 | Submit date：2019/04/04
Deep Learning  Facial Image Analysis  Medical Biometrics  Multi-disease Classification  
A time series pre-processing methodology with statistical and spectral analysis for classifying non-stationary stochastic biosignals Journal article
Simon Fong, Kyungeun Cho, Osama Mohammed, Jinan Fiaidhi, Sabah Mohammed. A time series pre-processing methodology with statistical and spectral analysis for classifying non-stationary stochastic biosignals[J]. Journal of Supercomputing, 2016, 72(10), 3887-3908.
Authors:  Simon Fong;  Kyungeun Cho;  Osama Mohammed;  Jinan Fiaidhi;  Sabah Mohammed
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:2.5/2.4 | Submit date：2019/02/13
Biosignal Classification  Time Series Pre-processing  Data Mining  Medical Informatics  
Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms Journal article
Jinyan Li, Simon Fong, Sabah Mohammed, Jinan Fiaidhi. Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms[J]. Journal of Supercomputing, 2015, 72(10), 3708–3728.
Authors:  Jinyan Li;  Simon Fong;  Sabah Mohammed;  Jinan Fiaidhi
Favorite | TC[WOS]:32 TC[Scopus]:45  IF:2.5/2.4 | Submit date：2018/10/30
Imbalanced Biological Data  Medical Classification  Swarm Algorithm  Parameter Optimization  
Efficient variation-based feature selection for medical data classification Journal article
Fong, Simon, Liang, Justin, Siu, Shirley W. I., Chan, Jonathan H. Efficient variation-based feature selection for medical data classification[J]. Journal of Medical Imaging and Health Informatics, 2015, 5(5), 1093-1098.
Authors:  Fong, Simon;  Liang, Justin;  Siu, Shirley W. I.;  Chan, Jonathan H
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:0.659/0.660 | Submit date：2019/02/13
Classification  Feature Selection  Medical Datasets