Text-to-ECG: 12-Lead Electrocardiogram Synthesis conditioned on Clinical
Text Reports

Text-to-ECG: 12-Lead Electrocardiogram Synthesis conditioned on Clinical Text Reports

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023

9 March 2023

Hyunseung Chung

Joon-Myoung Kwon

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Papers citing "Text-to-ECG: 12-Lead Electrocardiogram Synthesis conditioned on Clinical Text Reports"

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Title
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Challenges and Limitations of Generative AI in Synthesizing Wearable Sensor Data Flavio Di Martino Franca Delmastro 234 0 0 20 May 2025
A Time Series Multitask Framework Integrating a Large Language Model, Pre-Trained Time Series Model, and Knowledge Graph Shule Hao Junpeng Bao Chuncheng Lu AI4TS KELM 177 2 0 10 Mar 2025
LiPCoT: Linear Predictive Coding based Tokenizer for Self-supervised Learning of Time Series Data via Language Models Md Fahim Anjum AI4TS 161 2 0 14 Aug 2024
Personalized Heart Disease Detection via ECG Digital Twin Generation Yaojun Hu Jintai Chen Lianting Hu Dantong Li Jiahuan Yan Haochao Ying Huiying Liang Jian Wu 122 8 0 17 Apr 2024
Large Language Models for Time Series: A Survey Xiyuan Zhang Ranak Roy Chowdhury Rajesh K. Gupta Jingbo Shang AI4TS 435 119 0 02 Feb 2024
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time SeriesInternational Conference on Learning Representations (ICLR), 2023 Chenxi Sun Hongyan Li Yaliang Li linda Qiao AI4TS 324 178 0 16 Aug 2023
Diffusion-based Conditional ECG Generation with Structured State Space Models Juan Miguel Lopez Alcaraz Nils Strodthoff DiffM 169 74 0 19 Jan 2023