Advantage of grading classification using volumetric artificial intelligence for periventricular hyperintensity and deep subcortical white matter hyperintensity

Abstract We developed and validated an artificial intelligence (AI) algorithm for the automated grading of periventricular hyperintensity (PVH) and deep subcortical white matter hyperintensity (DWMH) using magnetic resonance imaging. Overall, 246 patients were evaluated, with 137 and 109 allocated t...

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Үндсэн зохиолчид:	Masashi Kuwabara, Fusao Ikawa, Shinji Nakazawa, Saori Koshino, Daizo Ishii, Hiroshi Kondo, Takeshi Hara, Shingo Matsuda, Yuyo Maeda, Shiyuki Maeyama, Yoshinobu Seo, Jinichi Sasanuma, Kimito Kondo, Nobutaka Horie
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Nature Portfolio 2025-11-01
Цуврал:	Scientific Reports
Нөхцлүүд:	Periventricular hyperintensity Deep and subcortical white matter hyperintensity Artificial intelligence Grading Magnetic resonance imaging
Онлайн хандалт:	https://doi.org/10.1038/s41598-025-23859-2
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!