A review on AI in PET imaging von Matsubara, Keisuke, Ibaraki, Masanobu, Nemoto, Mitsutaka, Watabe, Hiroshi, Kimura, Yuichi

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Deep neural network‐based computer‐assisted detection of cerebral aneurysms in MR angiography von Nakao, Takahiro, Hanaoka, Shouhei, Nomura, Yukihiro, Sato, Issei, Nemoto, Mitsutaka, Miki, Soichiro, Maeda, Eriko, Yoshikawa, Takeharu, Hayashi, Naoto, Abe, Osamu

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AI approach of cycle-consistent generative adversarial networks to synthesize PET images to train computer-aided diagnosis algorithm for dementia von Kimura, Yuichi, Watanabe, Aya, Yamada, Takahiro, Watanabe, Shogo, Nagaoka, Takashi, Nemoto, Mitsutaka, Miyazaki, Koichi, Hanaoka, Kohei, Kaida, Hayato, Ishii, Kazunari

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Machine Learning-Based Diagnosis in Laser Resonance Frequency Analysis for Implant Stability of Orthopedic Pedicle Screws von Mikami, Katsuhiro, Nemoto, Mitsutaka, Nagura, Takeo, Nakamura, Masaya, Matsumoto, Morio, Nakashima, Daisuke

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Automatic detection of primary and metastatic lesions on cervicothoracic region and whole-body bone using a uniform machine-learnable approach for [18F]-FDG-PET/CT image analysis von Nemoto, Mitsutaka, Tanaka, Atsuko, Kaida, Hayato, Kimura, Yuichi, Nagaoka, Takashi, Yamada, Takahiro, Hanaoka, Kohei, Kitajima, Kazuhiro, Tsuchitani, Tatsuya, Ishii, Kazunari

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Characterization of Laser-Induced Photothermal Vibration for Young’s Modulus Imaging toward Computer-Aided Detection von Mikami, Katsuhiro, Ishinoda, Akihiro, Nemoto, Mitsutaka

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Automatic diagnosis of melanoma using hyperspectral data and GoogLeNet von Hirano, Ginji, Nemoto, Mitsutaka, Kimura, Yuichi, Kiyohara, Yoshio, Koga, Hiroshi, Yamazaki, Naoya, Christensen, Gustav, Ingvar, Christian, Nielsen, Kari, Nakamura, Atsushi, Sota, Takayuki, Nagaoka, Takashi

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Pilot study of eruption forecasting with muography using convolutional neural network von Nomura, Yukihiro, Nemoto, Mitsutaka, Hayashi, Naoto, Hanaoka, Shouhei, Murata, Masaki, Yoshikawa, Takeharu, Masutani, Yoshitaka, Maeda, Eriko, Abe, Osamu, Tanaka, Hiroyuki K. M.

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Improvement of Machine Learning-Based Prediction of Pedicle Screw Stability in Laser Resonance Frequency Analysis via Data Augmentation from Micro-CT Images von Mikami, Katsuhiro, Nemoto, Mitsutaka, Ishinoda, Akihiro, Nagura, Takeo, Nakamura, Masaya, Matsumoto, Morio, Nakashima, Daisuke

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Automated volume measurement of abdominal adipose tissue from entire abdominal cavity in Dixon MR images using deep learning von Takahashi, Masato, Takenaga, Tomomi, Nomura, Yukihiro, Hanaoka, Shouhei, Hayashi, Naoto, Nemoto, Mitsutaka, Nakao, Takahiro, Miki, Soichiro, Yoshikawa, Takeharu, Kobayashi, Tomoya, Abe, Shinji

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Unsupervised Feature Extraction for Various Computer-Aided Diagnosis Using Multiple Convolutional Autoencoders and 2.5-Dimensional Local Image Analysis von Nemoto, Mitsutaka, Ushifusa, Kazuyuki, Kimura, Yuichi, Nagaoka, Takashi, Yamada, Takahiro, Yoshikawa, Takeharu

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Automatic delineation algorithm of reference region for amyloid imaging based on kinetics von Yamada, Takahiro, Watanabe, Shogo, Nagaoka, Takashi, Nemoto, Mitsutaka, Hanaoka, Kohei, Kaida, Hayato, Ishii, Kazunari, Kimura, Yuichi

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A Deep Learning System to Diagnose COVID-19 Pneumonia Using Masked Lung CT Images to Avoid AI-generated COVID-19 Diagnoses that Include Data outside the Lungs von Nagaoka, Takashi, Kozuka, Takenori, Yamada, Takahiro, Habe, Hitoshi, Nemoto, Mitsutaka, Tada, Masahiro, Abe, Koji, Handa, Hisashi, Yoshida, Hisashi, Ishii, Kazunari, Kimura, Yuichi

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Image Augmentation Using Fractals for Medical Image Diagnosis von HABE, Hitoshi, YOSHIOKA, Yuken, IKEFUJI, Daichi, FUNATSU, Tomokazu, NAGAOKA, Takashi, KOZUKA, Takenori, NEMOTO, Mitsutaka, YAMADA, Takahiro, KIMURA, Yuichi, ISHII, Kazunari

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Can the spherical gold standards be used as an alternative to painted gold standards for the computerized detection of lesions using voxel-based classification? von Nomura, Yukihiro, Hayashi, Naoto, Hanaoka, Shouhei, Takenaga, Tomomi, Nemoto, Mitsutaka, Miki, Soichiro, Yoshikawa, Takeharu, Abe, Osamu

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Performance Improvement of Automated Melanoma Diagnosis System by Data Augmentation von Kato, Kana, Nemoto, Mitsutaka, Kimura, Yuichi, Kiyohara, Yoshio, Koga, Hiroshi, Yamazaki, Naoya, Christensen, Gustav, Ingvar, Christian, Nielsen, Kari, Nakamura, Atsushi, Sota, Takayuki, Nagaoka, Takashi

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Development of Automatic Visceral Fat Volume Calculation Software for CT Volume Data von Ohtomo, Kuni, Hayashi, Naoto, Miki, Soichiro, Hanaoka, Shouhei, Nomura, Yukihiro, Masutani, Yoshitaka, Yeernuer, Tusufuhan, Nemoto, Mitsutaka, Yoshikawa, Takeharu

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Landmark-guided diffeomorphic demons algorithm and its application to automatic segmentation of the whole spine and pelvis in CT images von Hanaoka, Shouhei, Masutani, Yoshitaka, Nemoto, Mitsutaka, Nomura, Yukihiro, Miki, Soichiro, Yoshikawa, Takeharu, Hayashi, Naoto, Ohtomo, Kuni, Shimizu, Akinobu

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Utility of U-Net for the objective segmentation of the fibroglandular tissue region on clinical digital mammograms von Yamamuro, Mika, Asai, Yoshiyuki, Hashimoto, Naomi, Yasuda, Nao, Kimura, Hiorto, Yamada, Takahiro, Nemoto, Mitsutaka, Kimura, Yuichi, Handa, Hisashi, Yoshida, Hisashi, Abe, Koji, Tada, Masahiro, Habe, Hitoshi, Nagaoka, Takashi, Nin, Seiun, Ishii, Kazunari, Kondo, Yohan

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Appearance Similarity Flow for Quantification of Anatomical Landmark Uncertainty in Medical Images von Masutani, Yoshitaka, Nemoto, Mitsutaka, Hanaoka, Shohei, Hayashi, Naoto, Ohtomo, Kuni

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