Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T20:38:44.245685Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2602.22919.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T20:38:44.245685Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b854e490-441b-4863-b065-5daa679b05cc · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Global burden of cardiovascular diseases and risk factors, 1990–2019: update from the gbd 2019 study,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8a71887-5224-4a2c-80bc-a07bab91326b · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Standardized cardiovascular magnetic resonance imaging (cmr) proto- cols, society for cardiovascular magnetic resonance: board of trustees task force on standardized protocols,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4207cd97-4472-409e-95ae-25e1a909ae26 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Assessment of left ventricular function by echocardiography: the case for routinely adding global longitudinal strain to ejection fraction,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e8f8393-042d-464c-b57c-17d14b4a40e2 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Unresolved cited work
Reference 4
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Unavailable: canonical work link unavailable.
Observation 6c5cecd3-1f0c-4836-b020-98c9ab926902 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor The health digital twin to tackle cardiovascular disease—a review of an emerging interdisciplinary field,
Reference 5
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Unavailable: canonical work link unavailable.
Observation 0b769d73-5c9e-4861-b410-0f12afafb7db · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor The ‘digital twin’to enable the vision of precision cardiology,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da51f255-679e-408a-bda2-b967896b1ae0 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Patient-specific cardiovascular compu- tational modeling: diversity of personalization and challenges,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b597632c-c3e1-46b2-a48c-4e1a5c90dc92 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Ref- erence ranges for cardiac structure and function using cardiovascular magnetic resonance (cmr) in caucasians from the uk biobank population cohort,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2967b8d8-fcaf-458e-8ca2-70001a57fa3c · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Barriers to cardiovascular magnetic resonance imaging scan performance and reporting by cardiol- ogists: a systematic literature review,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 981fe34a-9924-493a-8147-025cdd78b387 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor An artificial intelligence-enabled ecg algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8edc2604-5292-4355-b6d3-7ada739e29a9 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Noninvasive electrocardiographic imaging,
Reference 11
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Unavailable: canonical work link unavailable.
Observation 6b58b458-9427-4ead-9609-02ee10b011de · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Noninvasive electrocardiographic imaging: reconstruction of epicardial potentials, electrograms, and isochrones and localization of single and multiple electrocardiac events,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f138dcd-6eb6-4c6a-9fe9-ba5414d2218c · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c26f52eb-e0fe-4aba-b8d6-bb2f23f73f1a · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 982931e1-1783-4182-b980-8779b70bcb8c · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Computational cardiology: the heart of the matter,
Reference 15
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Unavailable: canonical work link unavailable.
Observation b6cc3d8c-3fff-49f8-bfca-79fbedc5bc8f · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Deep learning and the electrocardiogram: review of the current state-of-the-art,
Reference 16
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Unavailable: canonical work link unavailable.
Observation f4e56878-d5b3-4337-a039-2b4686756d69 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Computing ischemic regions in the heart with the bidomain model—first steps towards validation,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cde32801-42c7-4f0a-8715-aaec6c308cb7 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Recent progress in inverse prob- lems in electrocardiology,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51172955-995b-467b-98ed-deb50ae6146f · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Embedding high-dimensional bayesian optimization via generative modeling: parameter personaliza- tion of cardiac electrophysiological models,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dce86c5-1da1-4f42-ad90-c9510918fbf0 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Toward enabling cardiac digital twins of myocardial infarction using deep computational models for inverse inference,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a258a3a-8a4c-48e9-b310-985e7dcd5c35 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Solving the inverse problem of electrocardiography for cardiac digital twins: A survey,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed0a39bf-701a-47cf-b536-86b882ff663f · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Physics-constrained deep learning for robust inverse ecg modeling,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fad2b8d-ba7e-4b7a-8796-053abfbb4b36 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Factorised spatial representation learning: Application in semi-supervised myocardial seg- mentation,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60d903ab-1af6-4cda-8eae-d1c7dd93a1da · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Generative adversarial network in medical imaging: A review,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48dd92cf-a8b8-4b89-8da0-6033b80cdced · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Deepmesh: Mesh- based cardiac motion tracking using deep learning,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ec28b83-b160-4ff4-a386-641f59309bcc · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Joint learning of motion estimation and segmentation for cardiac mr image sequences,
Reference 26
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Unavailable: canonical work link unavailable.
Observation a52486a0-c908-4562-9e46-00268928f816 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor The perception-distortion tradeoff,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa4c82b1-912b-418f-9dd2-cc4d649fbd8b · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor ECHOPulse: ECG controlled echocardio-grams video generation
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 614f4c81-5b39-4855-af4f-e3e0f3011a64 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Deep generative model for synthesising and analysing cardiac magnetic resonance images,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db88922e-7cee-47bd-a311-0b124b05db15 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Are medical image generative models bi- ologically trustworthy?
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba9a9be7-6f0d-4d8f-b320-027b36241284 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor ECGFlowCMR: Pretraining with ECG-Generated Cine CMR Helps Cardiac Disease Classification and Phenotype Prediction
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3eea66c-3195-41bf-998c-a1dcd785dac5 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review,
Reference 32
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Unavailable: canonical work link unavailable.
Observation 50b00423-05a4-43e5-87e8-0c4f65c93923 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Prospective validation of a deep learning electrocardiogram algorithm for the detection of left ventricular systolic dysfunction,
Reference 33
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Unavailable: canonical work link unavailable.
Observation 6f101182-866a-4b0e-9524-6f9d7066a1bc · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network,
Reference 34
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Unavailable: canonical work link unavailable.
Observation fee75f62-365c-4a03-96f2-86ebe02c7e83 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Deep learning for ecg arrhythmia detection and classification: an overview of progress for period 2017–2023,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37f6a179-f32a-45a2-b431-ebadfbf9f6f6 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Value of the electrocardiogram in localizing the occlusion site in the left anterior descending coronary artery in acute anterior myocardial infarction,
Reference 36
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Unavailable: canonical work link unavailable.
Observation 1077e2b5-b697-4834-8fed-3ebe195827c9 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Acute st-segment elevation myocardial infarction (stemi),
Reference 37
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Unavailable: canonical work link unavailable.
Observation a53ae264-b9d7-4490-ad22-4da966612aa5 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor The selvester qrs scoring system for estimating myocardial infarct size: the development and application of the system,
Reference 38
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Unavailable: canonical work link unavailable.
Observation eb43963d-6ea0-4015-bc92-8bd48e359438 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Electrocardiographic imag- ing for cardiac arrhythmias and resynchronization therapy,
Reference 39
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Unavailable: canonical work link unavailable.
Observation fb6703e2-b7d6-486e-bbe9-e9b8799e55c9 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Nonin- vasive electrocardiographic imaging for cardiac electrophysiology and arrhythmia,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c19771bb-fa4b-4e37-8cf8-43dd2d03930e · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Arrhythmia risk stratification of patients after myocardial infarction using personalized heart models,
Reference 41
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Unavailable: canonical work link unavailable.
Observation 4a9af16f-6be4-40eb-8254-304749334ce8 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor nnu-net: a self-configuring method for deep learning-based biomedical image segmentation,
Reference 42
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Unavailable: canonical work link unavailable.
Observation 86e0fd63-b5b6-4b39-85a9-685b866fb5a0 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Uk biobank’s cardiovascular magnetic resonance protocol,
Reference 43
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Unavailable: canonical work link unavailable.
Observation cdcbeca2-ccd6-43c2-990f-c86f05160659 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Ti2v-zero: Zero-shot image conditioning for text-to-video diffusion models,
Reference 44
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Unavailable: canonical work link unavailable.
Observation 22fde8f1-d559-46d0-8efc-646dc0718630 · outbound
Chain of Flow: ECG-Conditioned 4D Cardiac Cine Generation from Patient-Specific Anatomical Anchor Feature-conditioned cascaded video diffusion models for precise echocardiogram synthesis,
Reference 45
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.