Leveraging Language Models for Binary Classification of ECG Signal

[KSC2024] 학부생논문 : Leveraging Language Models for Binary Classification of ECG Signal

Introduction

This repository is using structure of PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting (TKDE2023).

using PTB-XL, we've tried to analyze ECG signal using pretrained language models such as BART, T5, LED.

Requirements

python <= 3.7

transformers == 4.17.0

torch == 1.10.2

setuptools==59.5.0