Arrhythmia detection using deep convolutional neural network with long duration ECG signals Ö Yıldırım, P Pławiak, RS Tan, UR Acharya Elsevier Computers in Biology and Medicine 102 (11), 411-420, 2018 | 766 | 2018 |
A New Machine Learning Technique for an Accurate Diagnosis of Coronary Artery Disease M Abdar, W Książek, UR Acharya, RS Tan, V Makarenkov, P Pławiak Elsevier Computer Methods and Programs in Biomedicine 179 (2019), 104992, 2019 | 308 | 2019 |
Novel Methodology of Cardiac Health Recognition Based on ECG Signals and Evolutionary-Neural System P Pławiak Elsevier Expert Systems with Applications 92 (2018), 334-349, 2018 | 262 | 2018 |
Novel Deep Genetic Ensemble of Classifiers for Arrhythmia Detection Using ECG Signals P Pławiak, UR Acharya Springer Neural Computing and Applications 32 (2020), 11137–11161, 2020 | 256 | 2020 |
Automated arrhythmia detection using novel hexadecimal local pattern and multilevel wavelet transform with ECG signals T Tuncer, S Dogan, P Pławiak, UR Acharya Elsevier Knowledge-Based Systems 186 (2019), 104923, 2019 | 201 | 2019 |
Transfer learning techniques for medical image analysis: A review P Kora, CP Ooi, O Faust, U Raghavendra, A Gudigar, WY Chan, ... Elsevier Biocybernetics and Biomedical Engineering 42 (1), 79-107, 2022 | 173 | 2022 |
Novel Genetic Ensembles of Classifiers Applied to Myocardium Dysfunction Recognition Based on ECG Signals P Pławiak Elsevier Swarm and Evolutionary Computation 39 (2018), 192-208, 2018 | 167 | 2018 |
Application of new deep genetic cascade ensemble of SVM classifiers to predict the Australian credit scoring P Pławiak, M Abdar, UR Acharya Elsevier Applied Soft Computing 84 (2019), 105740, 2019 | 161 | 2019 |
DGHNL: A New Deep Genetic Hierarchical Network of Learners for Prediction of Credit Scoring P Pławiak, M Abdar, J Pławiak, V Makarenkov, UR Acharya Elsevier Information Sciences 516 (2020), 401-418, 2020 | 137 | 2020 |
A Novel Machine Learning Approach for Early Detection of Hepatocellular Carcinoma Patients W Książek, M Abdar, UR Acharya, P Pławiak Elsevier Cognitive Systems Research 54 (2019), 116-127, 2019 | 129 | 2019 |
Hand Body Language Gesture Recognition Based on Signals From Specialized Glove and Machine Learning Algorithms P Plawiak, T Sosnicki, M Niedzwiecki, Z Tabor, K Rzecki IEEE Transactions on Industrial Informatics 12 (3), 1104 - 1113, 2016 | 119 | 2016 |
ResNet‐Attention model for human authentication using ECG signals M Hammad, P Pławiak, K Wang, UR Acharya Wiley Expert Systems, e12547, 2020 | 114 | 2020 |
Association between work-related features and coronary artery disease: a heterogeneous hybrid feature selection integrated with balancing approach E Nasarian, M Abdar, MA Fahami, R Alizadehsani, S Hussain, ME Basiri, ... Elsevier Pattern Recognition Letters 133 (2020), 33-40, 2020 | 106 | 2020 |
Real-Time Hand Gesture Recognition Using Fine-Tuned Convolutional Neural Network JP Sahoo, AJ Prakash, P Pławiak, S Samantray MDPI Sensors 22 (3), 706, 2022 | 93 | 2022 |
Hybrid particle swarm optimization for rule discovery in the diagnosis of coronary artery disease M Zomorodi‐moghadam, M Abdar, Z Davarzani, X Zhou, P Pławiak, ... Wiley Expert Systems 38 (1), 1-17, 2021 | 77 | 2021 |
BARF: A New Direct and Cross-based Binary Residual Feature Fusion with Uncertainty-Aware Module for Medical Image Classification M Abdar, MA Fahami, S Chakrabarti, A Khosravi, P Pławiak, UR Acharya, ... Elsevier Information Sciences 577 (2021), 353-378, 2021 | 71 | 2021 |
Comparison of various approaches to combine logistic regression with genetic algorithms in survival prediction of hepatocellular carcinoma W Książek, M Gandor, P Pławiak Elsevier Computers in Biology and Medicine 134 (2021), 104431, 2021 | 58 | 2021 |
Ensemble Residual Networks based Gender and Activity Recognition Method with Signals T Tuncer, F Ertam, S Dogan, E Aydemir, P Pławiak Springer The Journal of Supercomputing 76 (2020), 2119–2138, 2020 | 55 | 2020 |
Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method RNVPS Kandala, R Dhuli, P Pławiak, G Naik, H Moeinzadeh, ... MDPI Sensors 19 (23), 5079, 2019 | 53 | 2019 |
IAPSO-AIRS: A Novel Improved Machine Learning-based System for Wart Disease Treatment M Abdar, VN Wijayaningrum, S Hussain, R Alizadehsani, P Pławiak, ... Springer Journal of Medical Systems 43 (2019), 220, 2019 | 50 | 2019 |