Surgical management of mechanically driven neck pain without radiculopathy or myelopathy is a controversial topic, where comparative evidence to non-operative care is limited. This registry-based descriptive cohort study, without a nonoperative comparator, aimed to evaluate longitudinal outcomes after anterior cervical...
A. Sameer, Zehra Nazar, V. El-Hajj et al.· Acta Neurochirurgica· 0 citations
This work aims to train a multiclass vertebral subregion segmentation model with different model architectures, using a standard nnU-Net, a nnU-Net with residual encoder, and a shifted window U-Net transformer for semantic segmentation of thoracolumbar spine CTs.
Raffaele Da Mutten, Sven Theiler, Massimo Bottini et al.· Journal of imaging informati...· 0 citations
Evaluation strategies for synthetic medical imaging showed substantial variability and no single metric captured fidelity, realism, diversity, and clinical validity simultaneously, suggesting a task-specific, layered evaluation framework could improve comparability and facilitate clinical adoption.
D. de Wilde, Benjamin Schärli, Kym Ackermann et al.· European Journal of Radiolog...· 0 citations
Peer learning is a collaborative approach grounded in social constructivist theory, emphasizing that knowledge is co-created through interaction. In medical education, it promotes active engagement, critical thinking, and professional identity formation. Within the author’s research group, PhD students in the field of...
A. Elmi-Terander· Journal of Medical Education...· 0 citations
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