ROC curves of ensemble of all nine radiologists.

<div><p>A general-purpose method of emphasizing abnormal lesions in chest radiographs, named EGGPALE (Extrapolative, Generative and General-Purpose Abnormal Lesion Emphasizer), is presented. The proposed EGGPALE method is composed of a flow-based generative model and L-infinity-distance-...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Shouhei Hanaoka (12240897) (author)
مؤلفون آخرون:	Yukihiro Nomura (1436338) (author), Naoto Hayashi (321592) (author), Issei Sato (20422110) (author), Soichiro Miki (14178017) (author), Takeharu Yoshikawa (321596) (author), Hisaichi Shibata (6387635) (author), Takahiro Nakao (20422113) (author), Tomomi Takenaga (20422116) (author), Hiroaki Koyama (10993207) (author), Shinichi Cho (20422119) (author), Noriko Kanemaru (20422122) (author), Kotaro Fujimoto (5075246) (author), Naoya Sakamoto (205073) (author), Tomoya Nishiyama (20422125) (author), Hirotaka Matsuzaki (673194) (author), Nobutake Yamamichi (381131) (author), Osamu Abe (156336) (author)
منشور في:	2024
الموضوعات:	Medicine Cell Biology Sociology Space Science Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified statistically significant improvement invertible mapping function enhancing abnormal lesions emphasizing abnormal lesions computed tomography examinations normal chest x 1000 chest x image interpretation experiment given unseen image corresponding emphasized image processed images showed normal chest radiographs 000 chest radiographs nine radiologists showed div >< p proposed eggpale method based generative model chest radiographs nine radiologists proposed method based model image space original images purpose method based extrapolation trained using ray hyperplane negative cases named eggpale moved point mapped back latent space eggpale </ average specificity 0192 deterioration
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ROC curves of ensemble of all nine radiologists.

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