Advances in Healthcare Using Machine Learning Volume 2

1. Machine Learning Approaches for Disease Diagnosis Cervical Cancer Disease Prediction, A Case Study. 2. A Conjunctive Framework of Ensemble Learning Model with Explainable AI for Optimizing Parametric Eminence in Heart Disease Prediction. 3. AI for Early Identification of Down Syndrome Patients. 4. Advanced Biomedical Signal Decomposition and Denoising by Integrating Traditional and Machine Learning Techniques. 5. Enhanced Retinopathy Detection Using Nested U-Net for Red Lesion Segmentation in Retinal Fundus Images. 6. EDiNA-UNet for Liver Segmentation from CT Images. 7. Self-Supervised Patch Contrastive Learning for Efficient Tumour Detection in Histopathology Images with Minimal Annotations. 8. A Comprehensive Analysis of Personalized Treatment using Digital Twin Technology in Healthcare. 9. NIC ¿ Health: Nature Inspired Computing for Secure and Intelligent Healthcare Systems. 10. Semantic Web for Addressing Data Integration Challenges: Semantic Data Fabric for Healthcare. 11. Personalized Medicine Prediction in Homeopathy.