GitHub

kajeethkumar/1D-CNN-FAO

This repository contains the implementation of a 1D CNN optimized using the Fractional Adam Optimizer (FAO) for ECG arrhythmia classification on the MIT-BIH Arrhythmia dataset. MIT-BIH Arrhythmia ...
IEEE

Efficient Image Compression Techniques Leveraging Wavelet Transform and Quantization

Abstract: Image compression is a continuously evolving field, driven by the need for optimizing storage and transmission while maintaining image fidelity. This work explores a hybrid compression ...
IEEE

Intelligent Sleep Apnea Detection by Advanced ML Using Single-Lead EEG Signal Data

Abstract: Obstructive sleep apnea (OSA) is a common sleep disorder that causes repeated disruptions in breathing during sleep. The traditional method to diagnose OSA is polysomnography, which is ...
GitHub

FlowLet: Conditional 3D Brain MRI Synthesis using Wavelet Flow Matching

Official PyTorch implementation of "FlowLet: Conditional 3D Brain MRI Synthesis using Wavelet Flow Matching" (accepted at Medical Image Analysis, Elsevier). flowlet/ Core library ├── wavelets/ ...