Detection of atrial fibrillation from ECG recordings using decision tree ensemble with multi-level features by Shao, Minggang, Bin, Guangyu, Wu, Shuicai, Bin, Guanghong, Huang, Jiao, Zhou, Zhuhuang

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AF detection from ECG recordings using feature selection, sparse coding, and ensemble learning by Rizwan, Muhammed, Whitaker, Bradley M, Anderson, David V

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Robust algorithm to locate heart beats from multiple physiological waveforms by individual signal detector voting by Galeotti, Loriano, Scully, Christopher G, Vicente, Jose, Johannesen, Lars, Strauss, David G

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Non-invasive fetal ECG analysis by Clifford, Gari D, Silva, Ikaro, Behar, Joachim, Moody, George B

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Predict alone, decide together: cardiac abnormality detection based on single lead classifier voting by Aublin, Pierre G, Ben Ammar, Mouin, Fix, Jeremy, Barret, Michel, Behar, Joachim A, Oster, Julien

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Automatic classification of atrial fibrillation from short single-lead ECG recordings using a Hybrid Approach of Dual Support Vector Machine by Geweid, Gamal G.N., Chen, Jiande D.Z.

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Efficient Fetal-Maternal ECG Signal Separation from Two Channel Maternal Abdominal ECG via Diffusion-Based Channel Selection by Li, Ruilin, Frasch, Martin G, Wu, Hau-Tieng

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Multi-Branching Temporal Convolutional Network for Sepsis Prediction by Wang, Zekai, Yao, Bing

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A novel data augmentation method to enhance deep neural networks for detection of atrial fibrillation by Cao, Ping, Li, Xinyi, Mao, Kedong, Lu, Fei, Ning, Gangmin, Fang, Luping, Pan, Qing

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Cardiac anomaly detection based on time and frequency domain features using tree-based classifiers by Kropf, M, Hayn, D, Morris, D, Radhakrishnan, Aravind-Kumar, Belyavskiy, E, Frydas, A, Pieske-Kraigher, E, Pieske, B, Schreier, G

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A support vector machine approach for AF classification from a short single-lead ECG recording by Liu, Na, Sun, Muyi, Wang, Ludi, Zhou, Wei, Dang, Hao, Zhou, Xiaoguang

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An end-to-end atrial fibrillation detection by a novel residual-based temporal attention convolutional neural network with exponential nonlinearity loss by Gao, Yibo, Wang, Huan, Liu, Zuhao

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Heart sound classification from unsegmented phonocardiograms by Langley, Philip, Murray, Alan

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Detecting atrial fibrillation from short single lead ECGs using statistical and morphological features by Athif, Mohamed, Yasawardene, Pamodh Chanuka, Daluwatte, Chathuri

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A dilated inception CNN-LSTM network for fetal heart rate estimation by Fotiadou, E, van Sloun, R J G, van Laar, J O E H, Vullings, R

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Federated Learning With Deep Neural Networks: A Privacy-Preserving Approach to Enhanced ECG Classification by Weimann, Kuba, Conrad, Tim O. F.

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Hardware implementation of 1D-CNN architecture for ECG arrhythmia classification by Rawal, Viraj, Prajapati, Priyank, Darji, Anand

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Comparing the Performance of Random Forest, SVM and Their Variants for ECG Quality Assessment Combined with Nonlinear Features by Zhang, Yatao, Wei, Shoushui, Zhang, Li, Liu, Chengyu

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Multimodal heart beat detection using signal quality indices by Johnson, Alistair E W, Behar, Joachim, Andreotti, Fernando, Clifford, Gari D, Oster, Julien

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Reduction of false arrhythmia alarms using signal selection and machine learning by Eerikäinen, Linda M, Vanschoren, Joaquin, Rooijakkers, Michael J, Vullings, Rik, Aarts, Ronald M

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