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Multi-view Convolution Neural Network with Swarm Search Based Hyperparameter Optimization for Enhancing Heart Disease and Breast Cancer Detection Conference paper
Kun Lan, Tengyue Li, Simon Fong, Joao Alexandre Lobo Marques, Raymond K. Wong. Multi-view Convolution Neural Network with Swarm Search Based Hyperparameter Optimization for Enhancing Heart Disease and Breast Cancer Detection[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2019, 140-146.
Authors:  Kun Lan;  Tengyue Li;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong
Favorite | TC[WOS]:2 TC[Scopus]:4 | Submit date：2021/03/09
Convolution Neural Network  Pso  Hyperparameter Optimization  Ctg  Breast Cancer  
Automatic Cardiotocography Diagnostic System Based on Hilbert Transform and Adaptive Threshold Technique Journal article
JOÃO ALEXANDRE LOBO MARQUES, PAULO CÉSAR CORTEZ, JOÃO PAULO DO VALE MADEIRO, SIMON JAMES FONG, FERNANDO SOARES SCHLINDWEIN, VICTOR HUGO C. DE ALBUQUERQUE. Automatic Cardiotocography Diagnostic System Based on Hilbert Transform and Adaptive Threshold Technique[J]. IEEE Access, 2019, 7, 73085-73094.
Authors:  JOÃO ALEXANDRE LOBO MARQUES;  PAULO CÉSAR CORTEZ;  JOÃO PAULO DO VALE MADEIRO;  SIMON JAMES FONG;  FERNANDO SOARES SCHLINDWEIN; et al.
Favorite | TC[WOS]:25 TC[Scopus]:28  IF:3.4/3.7 | Submit date：2021/03/09
Cardiotocography (Ctg)  Fetal Heart Rate (Fhr)  Hilbert Transform  Uterine Contractions (Uc)  
Nonlinear characterization and complexity analysis of cardiotocographic examinations using entropy measures Journal article
João Alexandre Lobo Marques, Paulo C. Cortez, João P. V. Madeiro, Victor Hugo C. de Albuquerque, Simon James Fong, Fernando S. Schlindwein. Nonlinear characterization and complexity analysis of cardiotocographic examinations using entropy measures[J]. The Journal of Supercomputing, 2018, 76(2), 1305-1320.
Authors:  João Alexandre Lobo Marques;  Paulo C. Cortez;  João P. V. Madeiro;  Victor Hugo C. de Albuquerque;  Simon James Fong; et al.
Favorite | TC[WOS]:24 TC[Scopus]:26  IF:2.5/2.4 | Submit date：2021/03/09
Fetal Heart Rate (Fhr)  Uterine Contractions (Uc)  Cardiotocography (Ctg)  Nonlinear Analysis  Entropy