Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Kei Ichiji is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A 2.5D Deep Learning-Based Method for Drowning Diagnosis Using Post-Mortem Computed Tomography
Zeng, Y., Zhang, X., Kawasumi, Y., Usui, A., Ichiji, K., Funayama, M. & Homma, N., 2023 Feb 1, In: IEEE Journal of Biomedical and Health Informatics. 27, 2, p. 1026-1035 10 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Comprehensive evaluation of machine learning algorithms for predicting sleep–wake conditions and differentiating between the wake conditions before and after sleep during pregnancy based on heart rate variability
Li, X., Ono, C., Warita, N., Shoji, T., Nakagawa, T., Usukura, H., Yu, Z., Takahashi, Y., Ichiji, K., Sugita, N., Kobayashi, N., Kikuchi, S., Kimura, R., Hamaie, Y., Hino, M., Kunii, Y., Murakami, K., Ishikuro, M., Obara, T., Nakamura, T., & 15 others, 2023, In: Frontiers in Psychiatry. 14, 1104222.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep Learning-Based Diagnosis of Fatal Hypothermia Using Post-Mortem Computed Tomography
Zeng, Y., Zhang, X., Yoshizumi, I., Zhang, Z., Mizuno, T., Sakamoto, S., Kawasumi, Y., Usui, A., Ichiji, K., Bukovsky, I., Funayama, M. & Homma, N., 2023 Jul, In: Tohoku Journal of Experimental Medicine. 260, 3, p. 253-261 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Assessment of a computed tomography-based radiomics approach for assessing lung function in lung cancer patients
Ieko, Y., Kadoya, N., Sugai, Y., Mouri, S., Umeda, M., Tanaka, S., Kanai, T., Ichiji, K., Yamamoto, T., Ariga, H. & Jingu, K., 2022 Sept, In: Physica Medica. 101, p. 28-35 8 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Heart Rate Information-Based Machine Learning Prediction of Emotions Among Pregnant Women
Li, X., Ono, C., Warita, N., Shoji, T., Nakagawa, T., Usukura, H., Yu, Z., Takahashi, Y., Ichiji, K., Sugita, N., Kobayashi, N., Kikuchi, S., Kunii, Y., Murakami, K., Ishikuro, M., Obara, T., Nakamura, T., Nagami, F., Takai, T., Ogishima, S., & 10 others, 2022 Jan 27, In: Frontiers in Psychiatry. 12, 799029.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus)
Press/Media
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Studies from Tohoku University Graduate School of Medicine Reveal New Findings on Machine Learning (Comprehensive evaluation of machine learning algorithms for predicting sleep-wake conditions and differentiating between the wake conditions ...)
Norihiro Sugita, Masatoshi Saito, Shinichi Kuriyama, Susumu Fujii, Mami Ishikuro, Nobuo Fuse, Noriyasu Homma, Hiroaki Tomita, Kei Ichiji, Mizuki Hino, Fuji Nagami, Masayuki Yamamoto, Zhiqian Yu, Masaharu Nakayama, Yumiko Hamaie, Taku Obara, Soichi Ogishima, Saya Kikuchi, Yasuto Kunii, Natsuko Kobayashi & Gen Tamiya
23/6/19
1 item of Media coverage
Press/Media
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US Patent Issued to TOHOKU UNIVERSITY, HIROSAKI UNIVERSITY on Dec. 10 for "Image processing device, image processing method, and non-transitory computer-readable recording medium having stored therein image processing program" (Japanese Inventors)
Norihiro Sugita, Masao Sakai, Noriyasu Homma, Kei Ichiji & Xiaoyong Zhang
19/12/11
1 item of Media coverage
Press/Media