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Last Updated: 09/26/2026

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Found 18 publications

Enhancing ECG Classification in Cardiac Diagnostics: A Novel Approach Using Adaptive Focal Cross-Entropy Loss Function.

Enhancing ECG Classification in Cardiac Diagnostics: A Novel Approach Using Adaptive Focal Cross-Entropy Loss Function.

Journal: IEEE journal of biomedical and health informatics

Published: May 07, 2025

Improved deep neural network (EnhanceNet) for real-time detection of some publicly prohibited items.

Improved deep neural network (EnhanceNet) for real-time detection of some publicly prohibited items.

Journal: Network (Bristol, England)

Published: September 11, 2024

Enhanced Cardiovascular Disease Prediction Modelling using Machine Learning Techniques: A Focus on CardioVitalnet.

Enhanced Cardiovascular Disease Prediction Modelling using Machine Learning Techniques: A Focus on CardioVitalnet.

Journal: Network (Bristol, England)

Published: April 16, 2024

Comparative performance analysis of Boruta, SHAP, and Borutashap for disease diagnosis: A study with multiple machine learning algorithms.

Comparative performance analysis of Boruta, SHAP, and Borutashap for disease diagnosis: A study with multiple machine learning algorithms.

Journal: Network (Bristol, England)

Published: March 21, 2024

Breast cancer diagnosis and management guided by data augmentation, utilizing an integrated framework of SHAP and random augmentation.

Breast cancer diagnosis and management guided by data augmentation, utilizing an integrated framework of SHAP and random augmentation.

Journal: BioFactors (Oxford, England)

Published: April 13, 2023

Lightweight Separable Convolution Network for Breast Cancer Histopathological Identification.

Lightweight Separable Convolution Network for Breast Cancer Histopathological Identification.

Journal: Diagnostics (Basel, Switzerland)

Published: November 30, 2022

Automated Lung-Related Pneumonia and COVID-19 Detection Based on Novel Feature Extraction Framework and Vision Transformer Approaches Using Chest X-ray Images.

Automated Lung-Related Pneumonia and COVID-19 Detection Based on Novel Feature Extraction Framework and Vision Transformer Approaches Using Chest X-ray Images.

Journal: Bioengineering (Basel, Switzerland)

Published: September 30, 2022

EVAE-Net: An Ensemble Variational Autoencoder Deep Learning Network for COVID-19 Classification Based on Chest X-ray Images.

EVAE-Net: An Ensemble Variational Autoencoder Deep Learning Network for COVID-19 Classification Based on Chest X-ray Images.

Journal: Diagnostics (Basel, Switzerland)

Published: September 23, 2022

Parallelistic Convolution Neural Network Approach for Brain Tumor Diagnosis.

Parallelistic Convolution Neural Network Approach for Brain Tumor Diagnosis.

Journal: Diagnostics (Basel, Switzerland)

Published: September 14, 2022

Federated Learning-Based Detection of Invasive Carcinoma of No Special Type with Histopathological Images.

Federated Learning-Based Detection of Invasive Carcinoma of No Special Type with Histopathological Images.

Journal: Diagnostics (Basel, Switzerland)

Published: May 26, 2022

Multi-Classification of Breast Cancer Lesions in Histopathological Images Using DEEP_Pachi: Multiple Self-Attention Head.

Multi-Classification of Breast Cancer Lesions in Histopathological Images Using DEEP_Pachi: Multiple Self-Attention Head.

Journal: Diagnostics (Basel, Switzerland)

Published: April 01, 2022

Fine-Tuned Siamese Network with Modified Enhanced Super-Resolution GAN Plus Based on Low-Quality Chest X-ray Images for COVID-19 Identification.

Fine-Tuned Siamese Network with Modified Enhanced Super-Resolution GAN Plus Based on Low-Quality Chest X-ray Images for COVID-19 Identification.

Journal: Diagnostics (Basel, Switzerland)

Published: February 17, 2022

Showing 1-12 of 18

Last Updated: 09/26/2026