Search Results - "Oya, Megumi"

Investigation of clinical target volume segmentation for whole breast irradiation using three-dimensional convolutional neural networks with gradient-weighted class activation mapping by Oya, Megumi, Sugimoto, Satoru, Sasai, Keisuke, Yokoyama, Kazuhito

“…This study aims to implement three-dimensional convolutional neural networks (3D-CNN) for clinical target volume (CTV) segmentation for whole breast…”
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Predicting dry weight change in Hemodialysis patients using machine learning by Inoue, Hiroko, Oya, Megumi, Aizawa, Masashi, Wagatsuma, Kyogo, Kamimae, Masatomo, Kashiwagi, Yusuke, Ishii, Masayoshi, Wakabayashi, Hanae, Fujii, Takayuki, Suzuki, Satoshi, Hattori, Noriyuki, Tatsumoto, Narihito, Kawakami, Eiryo, Asanuma, Katsuhiko

“…Machine Learning has been increasingly used in the medical field, including managing patients undergoing hemodialysis. The random forest classifier is a…”
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Diagnosis of Atrial Fibrillation Using Machine Learning With Wearable Devices After Cardiac Surgery: Algorithm Development Study by Hiraoka, Daisuke, Inui, Tomohiko, Kawakami, Eiryo, Oya, Megumi, Tsuji, Ayumu, Honma, Koya, Kawasaki, Yohei, Ozawa, Yoshihito, Shiko, Yuki, Ueda, Hideki, Kohno, Hiroki, Matsuura, Kaoru, Watanabe, Michiko, Yakita, Yasunori, Matsumiya, Goro

“…Background Some attempts have been made to detect atrial fibrillation (AF) with a wearable device equipped with photoelectric volumetric pulse wave technology,…”
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Investigation of clinical target volume segmentation for whole breast irradiation using three-dimensional convolutional neural networks with gradient-weighted class activation mapping by Oya, Megumi, Sugimoto, Satoru, Sasai, Keisuke, Yokoyama, Kazuhito

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