Machine learning validation of a simple prediction model for the correlation between advanced age and clinical outcomes in patients with aneurysmal subarachnoid hemorrhage.
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| Title: | Machine learning validation of a simple prediction model for the correlation between advanced age and clinical outcomes in patients with aneurysmal subarachnoid hemorrhage. |
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| Authors: | Ikawa F; Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan. fikawa-nsu@umin.ac.jp.; Department of Neurosurgery, Shimane Prefectural Central Hospital, 4-1-1 Himebara, Izumo-shi, Shimane-ken, 693- 8555, Japan. fikawa-nsu@umin.ac.jp., Ichihara N; Department of Medical Innovation, University of Osaka, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan., Horie N; Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan., Shiokawa Y; Department of Neurosurgery, Fuji Brain Istitute and Hospital, 270-12, Sugita, Fujinomiya, Shizuoka, 418-0021, Japan., Nakatomi H; Department of Neurosurgery, Kyorin University School of Medicine, 6-20-2 Shinkawa, Mitaka-shi, Tokyo, 181- 8611, Japan., Ohkuma H; Department of Neurosurgery, Hirosaki University Graduate School, 5 Zaifu-cho Hirosaki City, Aomori, 036-8562, Japan., Shimamura N; Department of Neurosurgery, Hirosaki University Graduate School, 5 Zaifu-cho Hirosaki City, Aomori, 036-8562, Japan., Ueba T; Department of Neurosurgery, Kochi Medical School, Kochi University, Kohasu, Oko-cho, Nankoku-city, Kochi, 783-8505, Japan., Fukuda H; Department of Neurosurgery, Kochi Medical School, Kochi University, Kohasu, Oko-cho, Nankoku-city, Kochi, 783-8505, Japan., Murayama Y; Department of Neurosurgery, The Jikei University School of Medicine, 3-25-8, Nishi-Shimbashi, Minato-ku, Tokyo, 105-8461, Japan., Sorimachi T; Department of Neurosurgery, Tokai University Medical College, 143, Shimokasuya, Isehara City, 259-1193, Kanagawa, Japan., Kurita H; Department of Neurosurgery, International Medical Center, Saitama Medical University, 1397-1, Yamane, Hidaka- City, Saitama, 350-1298, Japan., Suzuki K; Department of Neurosurgery, International Medical Center, Saitama Medical University, 1397-1, Yamane, Hidaka- City, Saitama, 350-1298, Japan., Nakahara I; Department of Neurosurgery, Fujita Health University Bantane Hospital, 3-6-10 Otobashi, Nakagawa, Nagoya, Aichi, 454-8509, Japan., Kawamata T; Department of Neurosurgery, Tokyo Women's Medical University, 8-1, Kawada-cho, Shinjuku-ku, Tokyo, 162- 8666, Japan., Ishikawa T; Department of Neurosurgery, Tokyo Women's Medical University, 8-1, Kawada-cho, Shinjuku-ku, Tokyo, 162- 8666, Japan., Chin M; Department of Neurosurgery, Kurashiki Central Hospital, 1-1-1 Miwa, Kurashiki, Okayama, 710-8602, Japan., Ogasawara K; Department of Neurosurgery, Iwate Medical University, Morioka, 1-1-1 Idaidori, Yahaba-cho, Shiwa-gun, Iwate, 028-3694, Japan., Yamaguchi S; Department of Neurology, Shimane Prefectural Central Hospital, 4-1-1 Himebara, Izumo-shi, Shimane-ken, 693-8555, Japan., Toyoda K; Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, 6-1 Kishibe- Shimmachi, Suita, Osaka, 564-8565, Japan., Kobayashi S; Kobayashi Hospital, 510 Imaichi, Izumo City, Shimane, 693-0001, Japan. |
| Corporate Authors: | Japan Stroke Data Bank Investigators |
| Source: | Neurosurgical review [Neurosurg Rev] 2025 Jan 14; Vol. 48 (1), pp. 44. Date of Electronic Publication: 2025 Jan 14. |
| Publication Type: | Journal Article; Validation Study |
| Journal Info: | Publisher: Springer Berlin Heidelberg Country of Publication: Germany NLM ID: 7908181 Publication Model: Electronic Cited Medium: Internet ISSN: 1437-2320 (Electronic) Linking ISSN: 03445607 NLM ISO Abbreviation: Neurosurg Rev Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1437-2320 |
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| DOI: | 10.1007/s10143-025-03193-x |
