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

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 ...
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 ...
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/ ...
Frontiers

Vision transformer-based uncertainty quantification for triaging skin lesions: a probabilistic framework for automated biopsy recommendation

After the preprocessing step, the I norm I n o r m image is fed into the main body of the model. Unlike standard visual transformers that use fixed-size patches and constant resolution across all ...