Clinical-grade autonomous cytopathology through whole-slide edge tomography.
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| Title: | Clinical-grade autonomous cytopathology through whole-slide edge tomography. |
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| Authors: | Nitta N; CYBO, Tokyo, Japan. nitta@cybo.co.jp., Sugiyama Y; Department of Cytology, Cancer Institute Hospital of JFCR, Tokyo, Japan.; Department of Gynecology, Cancer Institute Hospital of JFCR, Tokyo, Japan., Sugimura T; CYBO, Tokyo, Japan., Ito T; Department of Cytology, Cancer Institute Hospital of JFCR, Tokyo, Japan., Ikebata K; Department of Cytology, Cancer Institute Hospital of JFCR, Tokyo, Japan., Abe H; Department of Cytology, Cancer Institute Hospital of JFCR, Tokyo, Japan., Ishii S; Department of Pathology, Cancer Institute Hospital of JFCR, Tokyo, Japan., Kanao H; Department of Gynecology, Cancer Institute Hospital of JFCR, Tokyo, Japan., Hosoya N; CYBO, Tokyo, Japan., Islam RU; CYBO, Tokyo, Japan., Jain A; CYBO, Tokyo, Japan., Hasani M; CYBO, Tokyo, Japan., Zonghi J; CYBO, Tokyo, Japan., Koh P; CYBO, Tokyo, Japan., Mase Y; CYBO, Tokyo, Japan., Kanematsu M; CYBO, Tokyo, Japan., Ali NMZ; CYBO, Tokyo, Japan., Murata Y; Department of Pathology, University of Tsukuba, Tsukuba, Japan., Shikama A; Department of Obstetrics and Gynecology, University of Tsukuba, Tsukuba, Japan., Kobayashi Y; Department of Obstetrics and Gynecology, University of Tsukuba, Tsukuba, Japan., Matsubara D; Department of Pathology, University of Tsukuba, Tsukuba, Japan., Himeji Y; Kaetsu Comprehensive Health Development Center, Shibata, Japan., Nakamura H; Department of Pathology, Juntendo University Urayasu Hospital, Urayasu, Japan., Hashizume A; Department of Pathology, Juntendo University Urayasu Hospital, Urayasu, Japan., Umemori M; Department of Clinical Laboratory Technology, Juntendo University, Urayasu, Japan., Ohsaki H; Department of Clinical Laboratory Technology, Juntendo University, Urayasu, Japan., Luo Y; Department of Chemistry, University of Tokyo, Tokyo, Japan., Ding T; Department of Chemistry, University of Tokyo, Tokyo, Japan., Schmitt FC; RISE-Health, Department of Pathology, Medical Faculty of Porto University, Porto, Portugal., Osamura RY; CYBO, Tokyo, Japan.; Department of Diagnostic Pathology, Nippon Koukan Hospital, Kawasaki, Japan., Chiba T; Department of Cytology, Cancer Institute Hospital of JFCR, Tokyo, Japan. tomohiro.chiba@jfcr.or.jp.; Department of Pathology, Cancer Institute Hospital of JFCR, Tokyo, Japan. tomohiro.chiba@jfcr.or.jp., Goda K; CYBO, Tokyo, Japan. goda@chem.s.u-tokyo.ac.jp.; Department of Chemistry, University of Tokyo, Tokyo, Japan. goda@chem.s.u-tokyo.ac.jp.; Institute of Technological Sciences, Wuhan University, Wuhan, China. goda@chem.s.u-tokyo.ac.jp.; International Center for Synchrotron Radiation Innovation Smart, Tohoku University, Sendai, Japan. goda@chem.s.u-tokyo.ac.jp.; Department of Bioengineering, University of California, Los Angeles, CA, USA. goda@chem.s.u-tokyo.ac.jp. |
| Source: | Nature [Nature] 2026 Mar; Vol. 651 (8105), pp. 472-481. Date of Electronic Publication: 2026 Feb 18. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 0410462 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-4687 (Electronic) Linking ISSN: 00280836 NLM ISO Abbreviation: Nature Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41708854 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Clinical-grade autonomous cytopathology through whole-slide edge tomography. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Nitta+N%22">Nitta N</searchLink>; CYBO, Tokyo, Japan. nitta@cybo.co.jp.<br /><searchLink fieldCode="AU" term="%22Sugiyama+Y%22">Sugiyama Y</searchLink>; Department of Cytology, Cancer Institute Hospital of JFCR, Tokyo, Japan.; Department of Gynecology, Cancer Institute Hospital of JFCR, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Sugimura+T%22">Sugimura T</searchLink>; CYBO, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Ito+T%22">Ito T</searchLink>; Department of Cytology, Cancer Institute Hospital of JFCR, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Ikebata+K%22">Ikebata K</searchLink>; Department of Cytology, Cancer Institute Hospital of JFCR, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Abe+H%22">Abe H</searchLink>; Department of Cytology, Cancer Institute Hospital of JFCR, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Ishii+S%22">Ishii S</searchLink>; Department of Pathology, Cancer Institute Hospital of JFCR, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Kanao+H%22">Kanao H</searchLink>; Department of Gynecology, Cancer Institute Hospital of JFCR, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Hosoya+N%22">Hosoya N</searchLink>; CYBO, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Islam+RU%22">Islam RU</searchLink>; CYBO, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Jain+A%22">Jain A</searchLink>; CYBO, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Hasani+M%22">Hasani M</searchLink>; CYBO, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Zonghi+J%22">Zonghi J</searchLink>; CYBO, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Koh+P%22">Koh P</searchLink>; CYBO, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Mase+Y%22">Mase Y</searchLink>; CYBO, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Kanematsu+M%22">Kanematsu M</searchLink>; CYBO, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Ali+NMZ%22">Ali NMZ</searchLink>; CYBO, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Murata+Y%22">Murata Y</searchLink>; Department of Pathology, University of Tsukuba, Tsukuba, Japan.<br /><searchLink fieldCode="AU" term="%22Shikama+A%22">Shikama A</searchLink>; Department of Obstetrics and Gynecology, University of Tsukuba, Tsukuba, Japan.<br /><searchLink fieldCode="AU" term="%22Kobayashi+Y%22">Kobayashi Y</searchLink>; Department of Obstetrics and Gynecology, University of Tsukuba, Tsukuba, Japan.<br /><searchLink fieldCode="AU" term="%22Matsubara+D%22">Matsubara D</searchLink>; Department of Pathology, University of Tsukuba, Tsukuba, Japan.<br /><searchLink fieldCode="AU" term="%22Himeji+Y%22">Himeji Y</searchLink>; Kaetsu Comprehensive Health Development Center, Shibata, Japan.<br /><searchLink fieldCode="AU" term="%22Nakamura+H%22">Nakamura H</searchLink>; Department of Pathology, Juntendo University Urayasu Hospital, Urayasu, Japan.<br /><searchLink fieldCode="AU" term="%22Hashizume+A%22">Hashizume A</searchLink>; Department of Pathology, Juntendo University Urayasu Hospital, Urayasu, Japan.<br /><searchLink fieldCode="AU" term="%22Umemori+M%22">Umemori M</searchLink>; Department of Clinical Laboratory Technology, Juntendo University, Urayasu, Japan.<br /><searchLink fieldCode="AU" term="%22Ohsaki+H%22">Ohsaki H</searchLink>; Department of Clinical Laboratory Technology, Juntendo University, Urayasu, Japan.<br /><searchLink fieldCode="AU" term="%22Luo+Y%22">Luo Y</searchLink>; Department of Chemistry, University of Tokyo, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Ding+T%22">Ding T</searchLink>; Department of Chemistry, University of Tokyo, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Schmitt+FC%22">Schmitt FC</searchLink>; RISE-Health, Department of Pathology, Medical Faculty of Porto University, Porto, Portugal.<br /><searchLink fieldCode="AU" term="%22Osamura+RY%22">Osamura RY</searchLink>; CYBO, Tokyo, Japan.; Department of Diagnostic Pathology, Nippon Koukan Hospital, Kawasaki, Japan.<br /><searchLink fieldCode="AU" term="%22Chiba+T%22">Chiba T</searchLink>; Department of Cytology, Cancer Institute Hospital of JFCR, Tokyo, Japan. tomohiro.chiba@jfcr.or.jp.; Department of Pathology, Cancer Institute Hospital of JFCR, Tokyo, Japan. tomohiro.chiba@jfcr.or.jp.<br /><searchLink fieldCode="AU" term="%22Goda+K%22">Goda K</searchLink>; CYBO, Tokyo, Japan. goda@chem.s.u-tokyo.ac.jp.; Department of Chemistry, University of Tokyo, Tokyo, Japan. goda@chem.s.u-tokyo.ac.jp.; Institute of Technological Sciences, Wuhan University, Wuhan, China. goda@chem.s.u-tokyo.ac.jp.; International Center for Synchrotron Radiation Innovation Smart, Tohoku University, Sendai, Japan. goda@chem.s.u-tokyo.ac.jp.; Department of Bioengineering, University of California, Los Angeles, CA, USA. goda@chem.s.u-tokyo.ac.jp. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%220410462%22">Nature</searchLink> [Nature] 2026 Mar; Vol. 651 (8105), pp. 472-481. <i>Date of Electronic Publication: </i>2026 Feb 18. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Research Support, Non-U.S. Gov't – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>0410462 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1476-4687 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200280836%22">00280836 </searchLink><i>NLM ISO Abbreviation: </i>Nature <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41708854 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41586-025-10094-y Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 472 Titles: – TitleFull: Clinical-grade autonomous cytopathology through whole-slide edge tomography. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Nitta N – PersonEntity: Name: NameFull: Sugiyama Y – PersonEntity: Name: NameFull: Sugimura T – PersonEntity: Name: NameFull: Ito T – PersonEntity: Name: NameFull: Ikebata K – PersonEntity: Name: NameFull: Abe H – PersonEntity: Name: NameFull: Ishii S – PersonEntity: Name: NameFull: Kanao H – PersonEntity: Name: NameFull: Hosoya N – PersonEntity: Name: NameFull: Islam RU – PersonEntity: Name: NameFull: Jain A – PersonEntity: Name: NameFull: Hasani M – PersonEntity: Name: NameFull: Zonghi J – PersonEntity: Name: NameFull: Koh P – PersonEntity: Name: NameFull: Mase Y – PersonEntity: Name: NameFull: Kanematsu M – PersonEntity: Name: NameFull: Ali NMZ – PersonEntity: Name: NameFull: Murata Y – PersonEntity: Name: NameFull: Shikama A – PersonEntity: Name: NameFull: Kobayashi Y – PersonEntity: Name: NameFull: Matsubara D – PersonEntity: Name: NameFull: Himeji Y – PersonEntity: Name: NameFull: Nakamura H – PersonEntity: Name: NameFull: Hashizume A – PersonEntity: Name: NameFull: Umemori M – PersonEntity: Name: NameFull: Ohsaki H – PersonEntity: Name: NameFull: Luo Y – PersonEntity: Name: NameFull: Ding T – PersonEntity: Name: NameFull: Schmitt FC – PersonEntity: Name: NameFull: Osamura RY – PersonEntity: Name: NameFull: Chiba T – PersonEntity: Name: NameFull: Goda K IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 03 Text: 2026 Mar Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1476-4687 Numbering: – Type: volume Value: 651 – Type: issue Value: 8105 Titles: – TitleFull: Nature Type: main |
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