As the field of artificial intelligence evolves rapidly, these hallmarks are intended to capture fundamental, complementary concepts necessary for the progress and timely adoption of predictive modeling in precision oncology. Through these hallmarks, we hope to establish standards and guidelines that enable the symbiotic development of artificial intelligence and precision oncology.
View Article and Find Full Text PDFBackground And Purpose: Cerebral venous thrombosis (CVT) requires acute anticoagulation. Heparin is commonly used but specific recommendations on intensity and timing are lacking. We sought to characterize practice-pattern variation in the use of unfractionated heparin (UFH) for acute CVT treatment across multiple centers.
View Article and Find Full Text PDFIn , RecA plays a central role in the rescue of stalled replication forks, double-strand break (DSB) repair, homologous recombination (HR), and induction of the SOS response. While the RecA-dependent pathway is dominant, alternative HR pathways that function independently of RecA do exist, but relatively little is known about the underlying mechanism. Several studies have documented that a variety of proteins act as either positive or negative regulators of RecA to ensure high-fidelity HR and genomic stability.
View Article and Find Full Text PDFBackground: High spinal anesthesia (HSA) has been utilized in cardiac surgery; however, there is limited evidence on its impact on facilitating postoperative recovery. This study aimed to evaluate the impact of HSA in pediatric congenital heart surgery on postoperative recovery.
Methods: A single center, propensity score-matched retrospective cohort study was designed using data from pediatric patients under 18 years old, who underwent congenital heart surgeries classified as Risk Adjustment for Congenital Heart Surgery-1 (RACHS-1) score 3 or less.