Guest Editorial: Knowledge‐based deep learning system in bio‐medicine by Yu‐Dong Zhang, Juan Manuel Górriz

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Deep Learning in Medical Image Analysis by Yudong Zhang, Juan Manuel Gorriz, Zhengchao Dong

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Modern Forms and New Challenges in Medical Sensors and Body Area Networks by Yudong Zhang, Juan Manuel Gorriz, Shuihua Wang

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Optimization Algorithms and Machine Learning Techniques in Medical Image Analysis by Yudong Zhang, Juan Manuel Gorriz, Deepak Ranjan Nayak

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Deep Learning and Vision Transformer for Medical Image Analysis by Yudong Zhang, Jiaji Wang, Juan Manuel Gorriz, Shuihua Wang

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Improved organs at risk segmentation based on modified U‐Net with self‐attention and consistency regularisation by Maksym Manko, Anton Popov, Juan Manuel Gorriz, Javier Ramirez

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GAN‐MD: A myocarditis detection using multi‐channel convolutional neural networks and generative adversarial network‐based data augmentation by Hengame Ahmadi Golilarz, Alireza Azadbar, Roohallah Alizadehsani, Juan Manuel Gorriz

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Deep learning in crowd counting: A survey by Lijia Deng, Qinghua Zhou, Shuihua Wang, Juan Manuel Górriz, Yudong Zhang

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Automatic Determination of Validity of Input Data Used in Ellipsoid Fitting MARG Calibration Algorithms by Javier Ramirez, Juan Manuel Górriz, Gonzalo Olivares, Alberto Olivares, Gonzalo Ruiz-Garcia

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Editorial: Intelligent Recognition and Detection in Neuroimaging by Yu-Dong Zhang, German Castellanos-Dominguez, Yuankai Huo, Juan Manuel Gorriz, Roohallah Alizadehsani

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Combining PET images and neuropsychological test data for automatic diagnosis of Alzheimer's disease. by Fermín Segovia, Christine Bastin, Eric Salmon, Juan Manuel Górriz, Javier Ramírez, Christophe Phillips

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Spatial Component Analysis of MRI data for Alzheimer's Disease Diagnosis: a Bayesian network approach by Ignacio eA. Illán, Juan Manuel Gorriz, Javier eRamírez, Anke eMeyer-Baese

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Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's Disease diagnosis by Andres eOrtiz, Jorge eMunilla, Ignacio Alvarez Illan, Juan Manuel Gorriz, Javier eRamírez

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IEEE Access Special Section Editorial: Emerging Deep Learning Theories and Methods for Biomedical Engineering by Yu-Dong Zhang, Zhengchao Dong, Juan Manuel Gorriz, Yizhang Jiang, Ming Yang, Shui-Hua Wang

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RETRACTED: BCNet: A Novel Network for Blood Cell Classification by Ziquan Zhu, Siyuan Lu, Shui-Hua Wang, Juan Manuel Górriz, Yu-Dong Zhang, Yu-Dong Zhang

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A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm by Jing Yang, Touseef Sadiq, Jiale Xiong, Muhammad Awais, Uzair Aslam Bhatti, Roohallah Alizadehsani, Juan Manuel Gorriz

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PeMNet for Pectoral Muscle Segmentation by Xiang Yu, Shui-Hua Wang, Juan Manuel Górriz, Xian-Wei Jiang, David S. Guttery, Yu-Dong Zhang

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Real time QRS detection based on M-ary likelihood ratio test on the DFT coefficients. by Juan Manuel Górriz, Javier Ramírez, Alberto Olivares, Pablo Padilla, Carlos G Puntonet, Manuel Cantón, Pablo Laguna

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Applications of machine learning and deep learning in SPECT and PET imaging: General overview, challenges and future prospects by Carmen Jimenez-Mesa, Juan E. Arco, Francisco Jesus Martinez-Murcia, John Suckling, Javier Ramirez, Juan Manuel Gorriz

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Distinguishing Parkinson’s disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks by Fermín eSegovia, Ignacio Alvarez Illan, Juan Manuel Gorriz, Javier eRamírez, Axel eRominger, Johannes eLevin

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