Inje University

Cervical sagittal alignment differences according to scapular rotational posture

Scapular posture may influence cervical biomechanics because of the anatomical and functional linkage between the cervical spine and the scapulothoracic complex. Although abnormal scapular positioning has been associated with neck pain and altered muscle activity, radiographic ev...

A privacy-preserving federated learning approach with multilevel differential privacy for lung cancer detection

Lung cancer detection in medical imaging presents significant challenges, particularly in preserving patient data privacy while enabling collaborative learning across institutions. Federated Learning (FL) offers a solution by allowing multiple clients to collaboratively train a s...

Psychedelic-informed Therapeutics and Functional Decoupling: Toward Experience-independent Rapid-acting Antidepressants

Major depressive disorder remains a leading cause of global disability, and many patients show limited response to conventional antidepressants.Increasing evidence suggests that a substantial subgroup exhibits chronic low-grade inflammation, which may constrain synaptic plasticit...