Transfer learning in diagnosis of maxillary sinusitis using panoramic radiography and conventional radiography

ConclusionsThis study performed transfer learning using a small number of Waters ’ images, based on a source model created solely from panoramic radiographs, resulting in a performance improvement to 0.830 in diagnosing maxillary sinusitis, which was equivalent to that of radiologists. Transfer learning is considered a useful method to improve diagnostic performance.

Source: Oral Radiology - June 7, 2023 Category: Radiology Source Type: research