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Analysis of WSI Images by Hybrid Systems with Fusion Features for Early Diagnosis of Cervical Cancer.
Diagnostics (Basel). 2023 Jul 31;13(15):2538. doi: 10.3390/diagnostics13152538.
Diagnostics (Basel). 2023.
PMID: 37568901
Free PMC article.
It is concluded from the systems' performance that the DL models' combined features help significantly improve the performance of the RF and SVM networks. The novelty of this research is the hybrid method that combines the features extracted from deep-learning models (ResN …
It is concluded from the systems' performance that the DL models' combined features help significantly improve the performance of the RF and …
Automatic and Early Detection of Parkinson's Disease by Analyzing Acoustic Signals Using Classification Algorithms Based on Recursive Feature Elimination Method.
Alalayah KM, Senan EM, Atlam HF, Ahmed IA, Shatnawi HSA.
Alalayah KM, et al.
Diagnostics (Basel). 2023 May 31;13(11):1924. doi: 10.3390/diagnostics13111924.
Diagnostics (Basel). 2023.
PMID: 37296776
Free PMC article.
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Hybrid Models Based on Fusion Features of a CNN and Handcrafted Features for Accurate Histopathological Image Analysis for Diagnosing Malignant Lymphomas.
Hamdi M, Senan EM, Jadhav ME, Olayah F, Awaji B, Alalayah KM.
Hamdi M, et al.
Diagnostics (Basel). 2023 Jul 4;13(13):2258. doi: 10.3390/diagnostics13132258.
Diagnostics (Basel). 2023.
PMID: 37443652
Free PMC article.
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Effective Early Detection of Epileptic Seizures through EEG Signals Using Classification Algorithms Based on t-Distributed Stochastic Neighbor Embedding and K-Means.
Alalayah KM, Senan EM, Atlam HF, Ahmed IA, Shatnawi HSA.
Alalayah KM, et al.
Diagnostics (Basel). 2023 Jun 3;13(11):1957. doi: 10.3390/diagnostics13111957.
Diagnostics (Basel). 2023.
PMID: 37296809
Free PMC article.
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