Abstract: This paper presents an electrocardiogram (ECG) signal classification method using one-hot coding scheme and Long Short-Term Memory (LSTM) neural network. Instead of the conventional analog ...

The final, formatted version of the article will be published soon. Electrocardiogram (ECG) classification plays a critical role in the early detection and monitoring of cardiovascular diseases. This ...

Out-of-hospital cardiac arrest (OHCA) represents a critical challenge for emergency medical services, with the necessity for rapid and accurate prediction of defibrillation outcomes to enhance patient ...

The model is trained solely on ECG signals using HRV and EDR features with an LSTM-based neural network.

Abstract: The analysis of ECG signals plays an important role in healthcare, particularly for the detection of heart conditions such as arrhythmia, coronary artery disease, or heart attack. Accurate ...

Hands-on coding of a multiclass neural network from scratch, with softmax and one-hot encoding. #Softmax #MulticlassClassification #PythonAI The 2 House Republicans who voted no on Trump's sweeping ...

Python libraries are pre-written collections of code designed to simplify programming by providing ready-made functions for specific tasks. They eliminate the need to write repetitive code and cover ...

The Coding Club at Alexander Hamilton High School is preparing for two programming competitions. The club teaches students Java and Python programming skills. Students in the Coding Club at Alexander ...

The tech world is growing rapidly, demanding more skilled programmers. Yet, coding is still an intimidating mountain to climb for many, with its complex jargon and seemingly impenetrable logic.