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Fusing multiplex heterogeneous networks using graph attention-aware fusion networks.
Sci Rep
November 2024
Department of Computer Science and Engineering, University of North Texas, Denton, TX, USA.
Graph Neural Networks (GNN) emerged as a deep learning framework to generate node and graph embeddings for downstream machine learning tasks. Popular GNN-based architectures operate on networks of single node and edge type. However, a large number of real-world networks include multiple types of nodes and edges.
View Article and Find Full Text PDFComparison of the Effect of Selective Serotonin and Norepinephrine Reuptake Inhibitors on Bone Mineral Density with Selective Serotonin Reuptake Inhibitors and Healthy Controls.
J Clin Densitom
October 2024
Madalyon Psychiatry Clinic, Levent, İstanbul, Turkey.
Article Synopsis
- * Sixty-three patients on SNRIs (venlafaxine, duloxetine) and sixty patients on SSRIs underwent assessments, showing that SSRI users had lower bone density values compared to SNRI users, who demonstrated normal bone density.
- * The findings suggest that SNRIs, particularly duloxetine, may pose a lower risk for osteoporosis compared to SSRIs, indicating the need for more research to confirm these results.
Identification of stimuli that enhance human herpesvirus 6A (HHV-6A) replication and reconstitution.
J Virol
December 2024
Institute of Virology, Freie Universität Berlin, Berlin, Germany.
Unlabelled: Despite the availability of bacterial artificial chromosome (BAC) systems for human herpesvirus 6A (HHV-6A), reconstitution of infectious viruses is very challenging and time consuming. In this study, we developed approaches to improve the reconstitution process and enhance virus replication to overcome these technical challenges. Using dimethyl sulfoxide and exonuclease V, we significantly increased the efficiency of BAC transfections into JJHan T cells.
View Article and Find Full Text PDFMeasuring the impact: Severity of harm from laboratory errors in 195 tests.
Am J Clin Pathol
October 2024
Department of Medical Biochemistry, Acibadem Mehmet Ali Aydinlar University, Ankara, Turkiye.
Article Synopsis
- * Results indicated that certain tests, particularly cardiac biomarkers, blood gases, and specific drug levels, were perceived to pose a higher risk for patient harm due to erroneous results.
- * There was strong agreement (91%) between medical biochemists and clinicians regarding the severity scores, highlighting the tests that require focused quality improvement efforts.
Duration of a standard phototherapy course in jaundiced newborns with no neurotoxicity risk.
J Trop Pediatr
October 2024
Division of Neonatology, Department of Pediatrics, Health Sciences University, Kecioren Education and Research Hospital, Ankara 06290, Turkey.
Article Synopsis
- The study evaluated two different durations of continuous phototherapy (24 hours vs. 18 hours) for jaundiced newborns without hyperbilirubinemia neurotoxicity risks to find an effective treatment protocol without constant bilirubin monitoring.
- Results showed that while the 24-hour treatment led to a greater overall decline in total serum bilirubin (TSB) levels, the 18-hour treatment demonstrated a faster rate of TSB reduction per hour.
- The findings suggest that an 18-hour phototherapy course may be more effective for these newborns, as it reaches optimal outcomes by the 18th hour without need for continuous TSB measurement.
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