Stabilizing Extreme Few‐Shot ECG Classification via Self‐Supervised Contrastive Pretraining
Under extreme few‐shot ECG classification, supervised training frequently collapses to degenerate solutions. Self‐supervised pretraining stabilizes optimization, eliminates early collapse, and enables reproducible multi‐class rhythm classification with limited labeled data. ABSTRACT In clinical electrocardiogram (ECG) analysis, high‐quality annotations
LiuPing Zeng +3 more
wiley +1 more source
Carfilzomib-induced sinus bradycardia: A case report and literature review. [PDF]
Zhao X +7 more
europepmc +1 more source
Sex‐specific 24‐hour minimum heart rate (MHR) stratification in patients with type 2 diabetes mellitus and essential hypertension (T2DM‐EH). Three key findings are shown from subgroup analysis: (1) In the normal MHR group (Group B), advancing age independently predicts reduced deceleration capacity (DC) in both sexes.
Pingping Wu +6 more
wiley +1 more source
Sinus bradycardia as an atypical presentation of severe hypercalcemia: a case report and a literature review. [PDF]
Shami B +8 more
europepmc +1 more source
Cardiac remodelling and fibrosis after myocardial infarction or during chronic diseases, such as arterial and pulmonary hypertension or diabetes mellitus, continue to be the more important prognostic factors in determining survival, and so the search for effective anti‐fibrotic interventions is an important target for research and therapy in cardiology.
Anna Krzyżewska +2 more
wiley +1 more source
Symptomatic sinus bradycardia during the recovery phase of high-altitude pulmonary edema: a case report. [PDF]
Xie J, Li W, Luan J, Cai Z, Miao H.
europepmc +1 more source
ABSTRACT In the wake of the ongoing opioid epidemic, the incidence of neonatal opioid withdrawal syndrome (NOWS) has surged. While the short‐term effects of NOWS are well‐characterized, long‐term physiological and molecular consequences remain unclear.
Sara L. Mills‐Huffnagle +4 more
wiley +1 more source
Recurrent cytarabine-induced sinus bradycardia in a patient with acute myeloid leukemia: a case report and review of the literature. [PDF]
Tesfaye T +5 more
europepmc +1 more source
Social Behavior Forecasts Moment‐to‐Moment Changes in RSA in Infants With Autism
ABSTRACT Respiratory sinus arrhythmia (RSA), an index of physiological regulation, increases during infancy, and is associated with concurrent and later social abilities. However, little is known about the moment‐by‐moment, bidirectional dynamics of RSA and social behaviors.
Julia Yurkovic‐Harding +2 more
wiley +1 more source
Intrauterine Herpes Simplex Virus Infection Presenting With Fetal Sinus Bradycardia and Pericardial Effusion: A Case Report. [PDF]
Ikeda K +4 more
europepmc +1 more source

