ECGFlowCMR: Pretraining with ECG-Generated Cine CMR Helps Cardiac Disease Classification and Phenotype Prediction
Fuente:
arXiv
Guardado en:
| Autores principales: | Fang, Xiaocheng, Ding, Zhengyao, Nie, Guangkun, Cai, Jieyi, Xiao, Yujie, Liu, Bo, Jin, Jiarui, Wang, Haoyu, Huang, Shun, Chen, Ting, Li, Hongyan, Hong, Shenda |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
PPGFlowECG: Latent Rectified Flow with Cross-Modal Encoding for PPG-Guided ECG Generation and Cardiovascular Disease Detection
por: Fang, Xiaocheng, et al.
Publicado: (2025)
por: Fang, Xiaocheng, et al.
Publicado: (2025)
AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling
por: Nie, Guangkun, et al.
Publicado: (2025)
por: Nie, Guangkun, et al.
Publicado: (2025)
HyperCMR: Enhanced Multi-Contrast CMR Reconstruction with Eagle Loss
por: Xu, Ruru, et al.
Publicado: (2024)
por: Xu, Ruru, et al.
Publicado: (2024)
Pera / CMR Comunicaciones
Self-Alignment Learning to Improve Myocardial Infarction Detection from Single-Lead ECG
por: Jin, Jiarui, et al.
Publicado: (2025)
por: Jin, Jiarui, et al.
Publicado: (2025)
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model
por: Jin, Jiarui, et al.
Publicado: (2025)
por: Jin, Jiarui, et al.
Publicado: (2025)
UniECG: Understanding and Generating ECG in One Unified Model
por: Jin, Jiarui, et al.
Publicado: (2025)
por: Jin, Jiarui, et al.
Publicado: (2025)
Dual-Phase Cross-Modal Contrastive Learning for CMR-Guided ECG Representations for Cardiovascular Disease Assessment
por: Alvarez-Florez, Laura, et al.
Publicado: (2026)
por: Alvarez-Florez, Laura, et al.
Publicado: (2026)
Holter-to-Sleep: AI-Enabled Repurposing of Single-Lead ECG for Sleep Phenotyping
por: Xie, Donglin, et al.
Publicado: (2026)
por: Xie, Donglin, et al.
Publicado: (2026)
AnyECG-Lab: An Exploration Study of Fine-tuning an ECG Foundation Model to Estimate Laboratory Values from Single-Lead ECG Signals
por: Xiao, Yujie, et al.
Publicado: (2025)
por: Xiao, Yujie, et al.
Publicado: (2025)
Reconstructing 12-Lead ECG from 3-Lead ECG using Variational Autoencoder to Improve Cardiac Disease Detection of Wearable ECG Devices
por: Guan, Xinyan, et al.
Publicado: (2025)
por: Guan, Xinyan, et al.
Publicado: (2025)
Fine-tuning an ECG Foundation Model to Predict Coronary CT Angiography Outcomes
por: Xiao, Yujie, et al.
Publicado: (2025)
por: Xiao, Yujie, et al.
Publicado: (2025)
Dist Loss: Enhancing Regression in Few-Shot Region through Distribution Distance Constraint
por: Nie, Guangkun, et al.
Publicado: (2024)
por: Nie, Guangkun, et al.
Publicado: (2024)
LGE-Guided Cross-Modality Contrastive Learning for Gadolinium-Free Cardiomyopathy Screening in Cine CMR
por: Yuan, Siqing, et al.
Publicado: (2025)
por: Yuan, Siqing, et al.
Publicado: (2025)
Combining ECG Foundation Model and XGBoost to Predict In-Hospital Malignant Ventricular Arrhythmias in AMI Patients
por: Huang, Shun, et al.
Publicado: (2025)
por: Huang, Shun, et al.
Publicado: (2025)
ECG-R1: Protocol-Guided and Modality-Agnostic MLLM for Reliable ECG Interpretation
por: Jin, Jiarui, et al.
Publicado: (2026)
por: Jin, Jiarui, et al.
Publicado: (2026)
GENRE-CMR: Generalizable Deep Learning for Diverse Multi-Domain Cardiac MRI Reconstruction
por: Hamedani, Kian Anvari, et al.
Publicado: (2025)
por: Hamedani, Kian Anvari, et al.
Publicado: (2025)
AnyECG: Evolved ECG Foundation Model for Holistic Health Profiling
por: Li, Jun, et al.
Publicado: (2026)
por: Li, Jun, et al.
Publicado: (2026)
ConvFormer3D-TAP: Phase/Uncertainty-Aware Front-End Fusion for Cine CMR View Classification Pipelines
por: Nia, Nafiseh Ghaffar, et al.
Publicado: (2026)
por: Nia, Nafiseh Ghaffar, et al.
Publicado: (2026)
Understanding-informed Bias Mitigation for Fair CMR Segmentation
por: Lee, Tiarna, et al.
Publicado: (2025)
por: Lee, Tiarna, et al.
Publicado: (2025)
Uncertainty-Based Ensemble Learning in CMR Semantic Segmentation
por: Liu, Yiwei, et al.
Publicado: (2025)
por: Liu, Yiwei, et al.
Publicado: (2025)
Predictors of Myocardial Fibrosis Detected by CMR in Patients With Idiopathic PVCs
por: Ștefan Ailoaei, et al.
Publicado: (2024)
por: Ștefan Ailoaei, et al.
Publicado: (2024)
An investigation into the causes of race bias in AI-based cine CMR segmentation
por: Lee, Tiarna, et al.
Publicado: (2024)
por: Lee, Tiarna, et al.
Publicado: (2024)
Improving the Scan-rescan Precision of AI-based CMR Biomarker Estimation
por: Wickremasinghe, Dewmini Hasara, et al.
Publicado: (2024)
por: Wickremasinghe, Dewmini Hasara, et al.
Publicado: (2024)
Chebyshev Moment Regularization (CMR): Condition-Number Control with Moment Shaping
por: Baek, Jinwoo
Publicado: (2025)
por: Baek, Jinwoo
Publicado: (2025)
CMR: Contractive Mapping Embeddings for Robust Humanoid Locomotion on Unstructured Terrains
por: Zeng, Qixin, et al.
Publicado: (2026)
por: Zeng, Qixin, et al.
Publicado: (2026)
CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models
por: Gu, Jiawei, et al.
Publicado: (2024)
por: Gu, Jiawei, et al.
Publicado: (2024)
Artificial intelligence-enabled single-lead ECG for non-invasive hyperkalemia detection: development, multicenter validation, and proof-of-concept deployment
por: Tang, Gongzheng, et al.
Publicado: (2026)
por: Tang, Gongzheng, et al.
Publicado: (2026)
Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications
por: Li, Ziyu, et al.
Publicado: (2025)
por: Li, Ziyu, et al.
Publicado: (2025)
Artificial Intelligence-derived Photoplethysmography Age as a Digital Biomarker for Cardiovascular Health
por: Nie, Guangkun, et al.
Publicado: (2025)
por: Nie, Guangkun, et al.
Publicado: (2025)
Deep Imbalanced Regression to Estimate Vascular Age from PPG Data: a Novel Digital Biomarker for Cardiovascular Health
por: Nie, Guangkun, et al.
Publicado: (2024)
por: Nie, Guangkun, et al.
Publicado: (2024)
Large Variations in Phenylalanine Concentrations Associate Adverse Cardiac Remodelling in Adult Patients With Phenylketonuria—A Long‐Term CMR Study
por: Radu Tanacli, et al.
Publicado: (2025)
por: Radu Tanacli, et al.
Publicado: (2025)
Improved 3D Whole Heart Geometry from Sparse CMR Slices
por: Xu, Yiyang, et al.
Publicado: (2024)
por: Xu, Yiyang, et al.
Publicado: (2024)
Association between CMR‐derived hepatic T1‐time, tricuspid regurgitation and survival
por: Katharina Mascherbauer, et al.
Publicado: (2025)
por: Katharina Mascherbauer, et al.
Publicado: (2025)
Quantitative First-Pass Perfusion CMR: from technical principles to clinical practice
por: Carvalho, Catarina N, et al.
Publicado: (2025)
por: Carvalho, Catarina N, et al.
Publicado: (2025)
At Most Two Infinite Blue Clusters in the CMR Representation of the Edwards-Anderson Spin Glass
por: Pei, Yan Ru
Publicado: (2026)
por: Pei, Yan Ru
Publicado: (2026)
Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of cine CMR Segmentation
por: Chen, Zhennong, et al.
Publicado: (2024)
por: Chen, Zhennong, et al.
Publicado: (2024)
Low-rank based motion correction followed by automatic frame selection in DT-CMR
por: Wang, Fanwen, et al.
Publicado: (2024)
por: Wang, Fanwen, et al.
Publicado: (2024)
A Composable Multimodal Framework for cine CMR-Text-Driven Prediction of Heart Failure Outcomes
por: Chen, Jianzhou, et al.
Publicado: (2025)
por: Chen, Jianzhou, et al.
Publicado: (2025)
CMR-Agent: Learning a Cross-Modal Agent for Iterative Image-to-Point Cloud Registration
por: Yao, Gongxin, et al.
Publicado: (2024)
por: Yao, Gongxin, et al.
Publicado: (2024)
Ejemplares similares
-
PPGFlowECG: Latent Rectified Flow with Cross-Modal Encoding for PPG-Guided ECG Generation and Cardiovascular Disease Detection
por: Fang, Xiaocheng, et al.
Publicado: (2025) -
AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling
por: Nie, Guangkun, et al.
Publicado: (2025) -
HyperCMR: Enhanced Multi-Contrast CMR Reconstruction with Eagle Loss
por: Xu, Ruru, et al.
Publicado: (2024) - Pera / CMR Comunicaciones
-
Self-Alignment Learning to Improve Myocardial Infarction Detection from Single-Lead ECG
por: Jin, Jiarui, et al.
Publicado: (2025)