Search Results - "Ukita, Jumpei"

Characterisation of nonlinear receptive fields of visual neurons by convolutional neural network by Ukita, Jumpei, Yoshida, Takashi, Ohki, Kenichi

“…A comprehensive understanding of the stimulus-response properties of individual neurons is necessary to crack the neural code of sensory cortices. However, a…”
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Detection of fibrosing interstitial lung disease-suspected chest radiographs using a deep learning-based computer-aided detection system: a retrospective, observational study by Ukita, Jumpei, Nishikiori, Hirotaka, Hirota, Kenichi, Honda, Seiwa, Hatanaka, Kiwamu, Nakamura, Ryoji, Ikeda, Kimiyuki, Mori, Yuki, Asai, Yuichiro, Chiba, Hirofumi, Ogaki, Keisuke

“…ObjectivesTo investigate the effectiveness of BMAX, a deep learning-based computer-aided detection system for detecting fibrosing interstitial lung disease…”
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Efficient Prediction of Vitamin B Deficiencies via Machine-Learning Using Routine Blood Test Results in Patients With Intense Psychiatric Episode by Tamune, Hidetaka, Ukita, Jumpei, Hamamoto, Yu, Tanaka, Hiroko, Narushima, Kenji, Yamamoto, Naoki

“…Vitamin B deficiency is common worldwide and may lead to psychiatric symptoms; however, vitamin B deficiency epidemiology in patients with intense psychiatric…”
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Causal importance of low-level feature selectivity for generalization in image recognition by Ukita, Jumpei

“…Although our brain and deep neural networks (DNNs) can perform high-level sensory-perception tasks, such as image or speech recognition, the inner mechanism of…”
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Adversarial attacks and defenses using feature-space stochasticity by Ukita, Jumpei, Ohki, Kenichi

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