Hüseyin Alper Kızıloğlu

Attention Mechanism-Enhanced Deep Learning for the Differential Diagnosis of Idiopathic Pulmonary Fibrosis on Computed Tomography.

INTRODUCTION/OBJECTIVE Many other diseases can produce a similar pattern; therefore, the diagnosis of IPF is made by exclusion, based on the absence of alternative pathologies. To differentiate IPF from other pathologies, the study developed a deep learning model with an attention mechanism to improve performance. ME...