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Paweł Pławiak
Tytuł
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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
8462018
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
3562019
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
2962022
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
2832018
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
2662020
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
2212019
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
1782019
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
1752018
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
1572020
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
1382019
ResNet‐Attention model for human authentication using ECG signals
M Hammad, P Pławiak, K Wang, UR Acharya
Wiley Expert Systems, e12547, 2020
1332020
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
1242016
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
1232020
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
1182022
Internet of medical things and healthcare 4.0: Trends, requirements, challenges, and research directions
M Osama, AA Ateya, MS Sayed, M Hammad, P Pławiak, AA Abd El-Latif, ...
Sensors 23 (17), 7435, 2023
962023
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
852021
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
822021
AI-powered diagnosis of skin cancer: a contemporary review, open challenges and future research directions
N Melarkode, K Srinivasan, SM Qaisar, P Plawiak
Cancers 15 (4), 1183, 2023
772023
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
732021
An efficient deep learning approach for colon cancer detection
AS Sakr, NF Soliman, MS Al-Gaashani, P Pławiak, AA Ateya, M Hammad
Applied Sciences 12 (17), 8450, 2022
642022
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