pharmaphorum

Hackers could take control of medical devices, McAfee warns

Research published by cyber security company, McAfee, shows it is possible to modify real-time patient heart monitor data by hacking into a hospital network and gaining control of medical devices. The ...
Mint

Priyanka Sharma

Priyanka Sharma is a health journalist with over 11 years of field reporting experience. She covers the union ministry of health and family welfare and department of pharmaceuticals for the ...
IEEE

Optimized ECG Processing System using FPGA with Polyphase Filter for Arrhythmia Classification

Abstract: This study introduces a high efficiency ECG signal processing system that leverages a specialized filtering technique integrated with feature extraction and classification mechanisms for ...
GitHub

ECG Time-Series Anomaly Detection using an LSTM Autoencoder

This repository implements ECG time-series anomaly detection using a reconstruction-based approach with an LSTM autoencoder in PyTorch. The objective is to model normal ECG dynamics and identify ...
GitHub

xLSTM ECG Signals Multilabel Classification

A deep learning project for multilabel classification of ECG signals using Parallel xLSTM architecture. This project classifies ECG recordings into five cardiac conditions: Normal (NORM), Myocardial ...
IEEE

ECG Heartbeat Classification Using Multimodal Fusion

Abstract: Electrocardiogram (ECG) is an authoritative source to diagnose and counter critical cardiovascular syndromes such as arrhythmia and myocardial infarction (MI). Current machine learning ...