Tree-based and sparse logistic models for predicting one-month postoperative performance status after surgery for spinal metastases.
Saved in:
| Title: | Tree-based and sparse logistic models for predicting one-month postoperative performance status after surgery for spinal metastases. |
|---|---|
| Authors: | Maki S; Chiba University, Chiba, Japan. satoshimaki@gmail.com.; Center for Frontier Medical Engineering, Chiba University, Chiba, Japan. satoshimaki@gmail.com., Shiratani Y; Chiba University, Chiba, Japan., Orita S; Chiba University, Chiba, Japan.; Center for Frontier Medical Engineering, Chiba University, Chiba, Japan., Suzuki A; Osaka Metropolitan University, Osaka, Japan., Tamai K; Osaka Metropolitan University, Osaka, Japan., Shimizu T; Kanazawa University, Kanazawa, Japan., Kakutani K; Kobe University, Kobe, Japan., Kanda Y; Kobe University, Kobe, Japan., Tominaga H; Kagoshima University, Kagoshima, Japan., Kawamura I; Kagoshima University, Kagoshima, Japan., Ishihara M; Kansai Medical University Hospital, Osaka, Japan., Paku M; Kansai Medical University Hospital, Osaka, Japan., Takahashi Y; Keio University, Tokyo, Japan., Funayama T; University of Tsukuba, Tsukuba, Japan., Miura K; University of Tsukuba, Tsukuba, Japan., Shirasawa E; Kitasato University, Sagamihara, Japan., Inoue H; Jichi Medical University Hospital, Tochigi, Japan., Kimura A; Jichi Medical University, Shimotsuke, Japan., Iimura T; Dokkyo Medical University, Mibu, Japan., Moridaira H; Dokkyo Medical University, Mibu, Japan., Nakajima H; University of Fukui, Fukui-shi, Japan., Watanabe S; University of Fukui, Fukui-shi, Japan., Akeda K; Mie University, Tsu, Japan., Takegami N; Mie University, Tsu, Japan., Nakanishi K; Kawasaki Medical School, Kurashiki, Japan., Sawada H; Nihon University, Tokyo, Japan., Matsumoto K; Nihon University, Tokyo, Japan., Funaba M; Yamaguchi University, Yamaguchi, Japan., Suzuki H; Yamaguchi University, Yamaguchi, Japan., Funao H; International University of Health and Welfare Narita Hospital, Chiba, Japan., Oshigiri T; Sapporo Medical University, Sapporo, Japan., Hirai T; Institute of Science Tokyo, Tokyo, Japan., Otsuki B; Kyoto University, Kyoto, Japan., Kobayakawa K; Kyushu University, Fukuoka, Japan., Uotani K; Okayama University Hospital, Okayama, Japan., Manabe H; Tokushima University, Tokushima, Japan., Tanishima S; Tottori University, Yonago, Japan., Hashimoto K; Tohoku University, Sendai, Japan., Iwai C; Gifu University Hospital, Gifu City, Japan., Yamabe D; Iwate Medical University, Morioka, Japan., Hiyama A; Tokai University, Tokyo, Japan., Seki S; University of Toyama, Toyama, Japan., Kato K; Nagoya City University, Nagoya, Japan., Miyazaki M; Oita University, Ōita, Japan., Watanabe K; Fukushima Medical University, Fukushima, Japan., Nakamae T; Hiroshima University, Hiroshima, Japan., Kaito T; Osaka University, Osaka, Japan., Nakashima H; Nagoya University, Nagoya, Japan., Nagoshi N; Keio University, Tokyo, Japan., Inoue G; Kitasato University, Sagamihara, Japan., Imagama S; Nagoya University, Nagoya, Japan., Watanabe K; Keio University, Tokyo, Japan., Kato S; Kanazawa University, Kanazawa, Japan., Ohtori S; Chiba University, Chiba, Japan., Furuya T; Chiba University, Chiba, Japan. |
| Source: | European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society [Eur Spine J] 2026 May 28. Date of Electronic Publication: 2026 May 28. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 9301980 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-0932 (Electronic) Linking ISSN: 09406719 NLM ISO Abbreviation: Eur Spine J Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
|---|---|
| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42207277 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Tree-based and sparse logistic models for predicting one-month postoperative performance status after surgery for spinal metastases. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Maki+S%22">Maki S</searchLink>; Chiba University, Chiba, Japan. satoshimaki@gmail.com.; Center for Frontier Medical Engineering, Chiba University, Chiba, Japan. satoshimaki@gmail.com.<br /><searchLink fieldCode="AU" term="%22Shiratani+Y%22">Shiratani Y</searchLink>; Chiba University, Chiba, Japan.<br /><searchLink fieldCode="AU" term="%22Orita+S%22">Orita S</searchLink>; Chiba University, Chiba, Japan.; Center for Frontier Medical Engineering, Chiba University, Chiba, Japan.<br /><searchLink fieldCode="AU" term="%22Suzuki+A%22">Suzuki A</searchLink>; Osaka Metropolitan University, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Tamai+K%22">Tamai K</searchLink>; Osaka Metropolitan University, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Shimizu+T%22">Shimizu T</searchLink>; Kanazawa University, Kanazawa, Japan.<br /><searchLink fieldCode="AU" term="%22Kakutani+K%22">Kakutani K</searchLink>; Kobe University, Kobe, Japan.<br /><searchLink fieldCode="AU" term="%22Kanda+Y%22">Kanda Y</searchLink>; Kobe University, Kobe, Japan.<br /><searchLink fieldCode="AU" term="%22Tominaga+H%22">Tominaga H</searchLink>; Kagoshima University, Kagoshima, Japan.<br /><searchLink fieldCode="AU" term="%22Kawamura+I%22">Kawamura I</searchLink>; Kagoshima University, Kagoshima, Japan.<br /><searchLink fieldCode="AU" term="%22Ishihara+M%22">Ishihara M</searchLink>; Kansai Medical University Hospital, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Paku+M%22">Paku M</searchLink>; Kansai Medical University Hospital, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Takahashi+Y%22">Takahashi Y</searchLink>; Keio University, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Funayama+T%22">Funayama T</searchLink>; University of Tsukuba, Tsukuba, Japan.<br /><searchLink fieldCode="AU" term="%22Miura+K%22">Miura K</searchLink>; University of Tsukuba, Tsukuba, Japan.<br /><searchLink fieldCode="AU" term="%22Shirasawa+E%22">Shirasawa E</searchLink>; Kitasato University, Sagamihara, Japan.<br /><searchLink fieldCode="AU" term="%22Inoue+H%22">Inoue H</searchLink>; Jichi Medical University Hospital, Tochigi, Japan.<br /><searchLink fieldCode="AU" term="%22Kimura+A%22">Kimura A</searchLink>; Jichi Medical University, Shimotsuke, Japan.<br /><searchLink fieldCode="AU" term="%22Iimura+T%22">Iimura T</searchLink>; Dokkyo Medical University, Mibu, Japan.<br /><searchLink fieldCode="AU" term="%22Moridaira+H%22">Moridaira H</searchLink>; Dokkyo Medical University, Mibu, Japan.<br /><searchLink fieldCode="AU" term="%22Nakajima+H%22">Nakajima H</searchLink>; University of Fukui, Fukui-shi, Japan.<br /><searchLink fieldCode="AU" term="%22Watanabe+S%22">Watanabe S</searchLink>; University of Fukui, Fukui-shi, Japan.<br /><searchLink fieldCode="AU" term="%22Akeda+K%22">Akeda K</searchLink>; Mie University, Tsu, Japan.<br /><searchLink fieldCode="AU" term="%22Takegami+N%22">Takegami N</searchLink>; Mie University, Tsu, Japan.<br /><searchLink fieldCode="AU" term="%22Nakanishi+K%22">Nakanishi K</searchLink>; Kawasaki Medical School, Kurashiki, Japan.<br /><searchLink fieldCode="AU" term="%22Sawada+H%22">Sawada H</searchLink>; Nihon University, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Matsumoto+K%22">Matsumoto K</searchLink>; Nihon University, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Funaba+M%22">Funaba M</searchLink>; Yamaguchi University, Yamaguchi, Japan.<br /><searchLink fieldCode="AU" term="%22Suzuki+H%22">Suzuki H</searchLink>; Yamaguchi University, Yamaguchi, Japan.<br /><searchLink fieldCode="AU" term="%22Funao+H%22">Funao H</searchLink>; International University of Health and Welfare Narita Hospital, Chiba, Japan.<br /><searchLink fieldCode="AU" term="%22Oshigiri+T%22">Oshigiri T</searchLink>; Sapporo Medical University, Sapporo, Japan.<br /><searchLink fieldCode="AU" term="%22Hirai+T%22">Hirai T</searchLink>; Institute of Science Tokyo, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Otsuki+B%22">Otsuki B</searchLink>; Kyoto University, Kyoto, Japan.<br /><searchLink fieldCode="AU" term="%22Kobayakawa+K%22">Kobayakawa K</searchLink>; Kyushu University, Fukuoka, Japan.<br /><searchLink fieldCode="AU" term="%22Uotani+K%22">Uotani K</searchLink>; Okayama University Hospital, Okayama, Japan.<br /><searchLink fieldCode="AU" term="%22Manabe+H%22">Manabe H</searchLink>; Tokushima University, Tokushima, Japan.<br /><searchLink fieldCode="AU" term="%22Tanishima+S%22">Tanishima S</searchLink>; Tottori University, Yonago, Japan.<br /><searchLink fieldCode="AU" term="%22Hashimoto+K%22">Hashimoto K</searchLink>; Tohoku University, Sendai, Japan.<br /><searchLink fieldCode="AU" term="%22Iwai+C%22">Iwai C</searchLink>; Gifu University Hospital, Gifu City, Japan.<br /><searchLink fieldCode="AU" term="%22Yamabe+D%22">Yamabe D</searchLink>; Iwate Medical University, Morioka, Japan.<br /><searchLink fieldCode="AU" term="%22Hiyama+A%22">Hiyama A</searchLink>; Tokai University, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Seki+S%22">Seki S</searchLink>; University of Toyama, Toyama, Japan.<br /><searchLink fieldCode="AU" term="%22Kato+K%22">Kato K</searchLink>; Nagoya City University, Nagoya, Japan.<br /><searchLink fieldCode="AU" term="%22Miyazaki+M%22">Miyazaki M</searchLink>; Oita University, Ōita, Japan.<br /><searchLink fieldCode="AU" term="%22Watanabe+K%22">Watanabe K</searchLink>; Fukushima Medical University, Fukushima, Japan.<br /><searchLink fieldCode="AU" term="%22Nakamae+T%22">Nakamae T</searchLink>; Hiroshima University, Hiroshima, Japan.<br /><searchLink fieldCode="AU" term="%22Kaito+T%22">Kaito T</searchLink>; Osaka University, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Nakashima+H%22">Nakashima H</searchLink>; Nagoya University, Nagoya, Japan.<br /><searchLink fieldCode="AU" term="%22Nagoshi+N%22">Nagoshi N</searchLink>; Keio University, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Inoue+G%22">Inoue G</searchLink>; Kitasato University, Sagamihara, Japan.<br /><searchLink fieldCode="AU" term="%22Imagama+S%22">Imagama S</searchLink>; Nagoya University, Nagoya, Japan.<br /><searchLink fieldCode="AU" term="%22Watanabe+K%22">Watanabe K</searchLink>; Keio University, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Kato+S%22">Kato S</searchLink>; Kanazawa University, Kanazawa, Japan.<br /><searchLink fieldCode="AU" term="%22Ohtori+S%22">Ohtori S</searchLink>; Chiba University, Chiba, Japan.<br /><searchLink fieldCode="AU" term="%22Furuya+T%22">Furuya T</searchLink>; Chiba University, Chiba, Japan. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229301980%22">European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society</searchLink> [Eur Spine J] 2026 May 28. <i>Date of Electronic Publication: </i>2026 May 28. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer-Verlag%22">Springer-Verlag </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9301980 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1432-0932 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209406719%22">09406719 </searchLink><i>NLM ISO Abbreviation: </i>Eur Spine J <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42207277 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s00586-026-09957-3 Languages: – Code: eng Text: English Titles: – TitleFull: Tree-based and sparse logistic models for predicting one-month postoperative performance status after surgery for spinal metastases. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Maki S – PersonEntity: Name: NameFull: Shiratani Y – PersonEntity: Name: NameFull: Orita S – PersonEntity: Name: NameFull: Suzuki A – PersonEntity: Name: NameFull: Tamai K – PersonEntity: Name: NameFull: Shimizu T – PersonEntity: Name: NameFull: Kakutani K – PersonEntity: Name: NameFull: Kanda Y – PersonEntity: Name: NameFull: Tominaga H – PersonEntity: Name: NameFull: Kawamura I – PersonEntity: Name: NameFull: Ishihara M – PersonEntity: Name: NameFull: Paku M – PersonEntity: Name: NameFull: Takahashi Y – PersonEntity: Name: NameFull: Funayama T – PersonEntity: Name: NameFull: Miura K – PersonEntity: Name: NameFull: Shirasawa E – PersonEntity: Name: NameFull: Inoue H – PersonEntity: Name: NameFull: Kimura A – PersonEntity: Name: NameFull: Iimura T – PersonEntity: Name: NameFull: Moridaira H – PersonEntity: Name: NameFull: Nakajima H – PersonEntity: Name: NameFull: Watanabe S – PersonEntity: Name: NameFull: Akeda K – PersonEntity: Name: NameFull: Takegami N – PersonEntity: Name: NameFull: Nakanishi K – PersonEntity: Name: NameFull: Sawada H – PersonEntity: Name: NameFull: Matsumoto K – PersonEntity: Name: NameFull: Funaba M – PersonEntity: Name: NameFull: Suzuki H – PersonEntity: Name: NameFull: Funao H – PersonEntity: Name: NameFull: Oshigiri T – PersonEntity: Name: NameFull: Hirai T – PersonEntity: Name: NameFull: Otsuki B – PersonEntity: Name: NameFull: Kobayakawa K – PersonEntity: Name: NameFull: Uotani K – PersonEntity: Name: NameFull: Manabe H – PersonEntity: Name: NameFull: Tanishima S – PersonEntity: Name: NameFull: Hashimoto K – PersonEntity: Name: NameFull: Iwai C – PersonEntity: Name: NameFull: Yamabe D – PersonEntity: Name: NameFull: Hiyama A – PersonEntity: Name: NameFull: Seki S – PersonEntity: Name: NameFull: Kato K – PersonEntity: Name: NameFull: Miyazaki M – PersonEntity: Name: NameFull: Watanabe K – PersonEntity: Name: NameFull: Nakamae T – PersonEntity: Name: NameFull: Kaito T – PersonEntity: Name: NameFull: Nakashima H – PersonEntity: Name: NameFull: Nagoshi N – PersonEntity: Name: NameFull: Inoue G – PersonEntity: Name: NameFull: Imagama S – PersonEntity: Name: NameFull: Watanabe K – PersonEntity: Name: NameFull: Kato S – PersonEntity: Name: NameFull: Ohtori S – PersonEntity: Name: NameFull: Furuya T IsPartOfRelationships: – BibEntity: Dates: – D: 28 M: 05 Text: 2026 May 28 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1432-0932 Titles: – TitleFull: European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society Type: main |
| ResultId | 1 |
