Modern Challenges & Limitations in Medical Science using Capsule Networks: A Comprehensive Review -- Studies on movie soundtracks over the last five years -- Blind Source Separation of EEG Signals using Wavelet and EMD Decomposition -- Image Extraction Approaches for Density Count Measurement in Obstruction Renography Using Radiotracer 99mTc-DTPA -- Deep Short-Term Long Memory Technique For Respiratory Lung Disease Prediction -- Utilizing Satellite Imagery For Flood Monitoring In Urban Regions -- Optimizing Permutations in Biclustering Algorithms -- Extracting Graphs from Plant Leaf Venations using Image Processing -- Multispectral fusion of multi-sensor image data using PCNN for performance evaluation in sensor networks -- U-Net based segmentation of coronary arteries in invasive coronary angiography -- Change Detection for Multispectral Remote Sensing Images Using Deep Learning -- Explainable AI for Black Sigatoka Detection -- ModifiedU-Net and CRF for image segmentation of crop images -- Securing Data in the Cloud: The Application of Fuzzy Identity Biometric Encryption for Enhanced Privacy and Authentication -- Quantum Convolutional Neural Network for Agricultural Mechanization and Plant Disease Detection -- Innovative Method for Alzheimer's Disease Detection Using Convolutional Neural Networks -- Segmentation of White Matter Lesions in MRI Images using Optimization-based Deep Neural Network -- A New Multi-Level Hazy Image and Video Dataset for Benchmark of Dehazing Methods -- Creative AI using DeepDream -- Tuberculosis Bacteria Detection Using Deep Learning Techniques -- An enhanced real-time system for wrong-way and over speed violation detection using deep learning -- U-Net based Denoising Autoencoder Network for de-speckling in fetal ultrasound images -- Galo Lexical Tone Recognition Using Machine Learning Approach.