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AF treatments were defined as any medication, including antiarrhythmic medications, external cardioversion, or AF ablation procedure that was ordered within 6 months after the index encounter (Multimedia Appendix 1, Table S2). We defined the order for any antiarrhythmic medication, ablation, or cardioversion procedure as a rhythm-control strategy and any nodal agent or absence of a treatment order as a rate-control strategy.
JMIR Med Inform 2021;9(12):e29225
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Learning Latent Space Representations to Predict Patient Outcomes: Model Development and Validation
Specifically, we designed a simple ablation experiment [40] to identify important features (or risk factors). Our evaluation results show that physicians were more in agreement with the risk factors ranked by CLOUT than the ones ranked by the commonly used logistic regression model.
J Med Internet Res 2020;22(3):e16374
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To determine the clinical efficacy of IRE ablation for SRMs (≤4 cm) assessed by the recurrence and residual disease rate at follow‐up using cross‐sectional imaging
To evaluate the use of computed tomography (CT), magnetic resonance imaging (MRI), and contrast-enhanced ultrasound (CEUS) in the visualization of (non)complete ablation to assess the radiological extent of the ablation zone at 1 week, 3 months, 6 months, 9 months and 1 year after IRE
To evaluate perioperative outcomes after IRE ablation of SRMs (
JMIR Res Protoc 2017;6(2):e21
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