Image preprocessing with contrast-limited adaptive histogram equalization improves the segmentation performance of deep learning for the articular disk of the temporomandibular joint on magnetic resonance images

Yuki Yoshimi, Yuichi Mine, Shota Ito, Saori Takeda, Shota Okazaki, Takashi Nakamoto, Toshikazu Nagasaki, Naoya Kakimoto, Takeshi MURAYAMA, Kotaro Tanimoto

2023Oral Surgery Oral Medicine Oral Pathology and Oral Radiology44 citationsDOI

Topics & Concepts

Artificial intelligenceAdaptive histogram equalizationComputer scienceSegmentationComputer visionPattern recognition (psychology)PreprocessorConvolutional neural networkImage segmentationHistogramHistogram equalizationImage (mathematics)Dental Radiography and ImagingTemporomandibular Joint DisordersDental materials and restorations