Small-object detection is a challenging task in computer vision due to the limited training samples and low-quality images.Transfer learning, which transfers the knowledge learned from a large dataset to a small dataset, is a popular method for improving performance on limited data.However, we empirically find that due to the dataset discrepancy, d
Introduction: Radiocephalic arteriovenous fistulas (AVFs) for dialysis have significantly high maturation failure rate.Many surgical technique-related factors are known to impact the outcomes of AVF surgery; anastomotic suturing technique is one such factor for which the published data is sparse.Patients and Methods: We retrospectively analyzed the
Assessment practices in the high-stakes environment of contemporary tertiary institutions can appear to be far from compassionate.Over-assessment, heavy assignment weightings, and clustered deadlines, among other challenges, contribute to the risk of student anxiety, stress, and imposter syndrome, and create an assessment landscape that is not cond