Uncertainty-aware automatic TNM staging classification for [18F] Fluorodeoxyglucose PET-CT reports for lung cancer utilising transformer-based language models and multi-task learning.
Saved in:
| Title: | Uncertainty-aware automatic TNM staging classification for [18F] Fluorodeoxyglucose PET-CT reports for lung cancer utilising transformer-based language models and multi-task learning. |
|---|---|
| Authors: | Barlow SH; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK. stephen.barlow@kcl.ac.uk., Chicklore S; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.; King's College London and Guy's and St. Thomas' PET Centre, St. Thomas' Hospital, London, UK., He Y; Department of Informatics, King's College London, London, UK.; Department of Computer Science, University of Warwick, Coventry, UK.; Alan Turing Institute, London, UK., Ourselin S; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK., Wagner T; Department of Nuclear Medicine, Royal Free Hospital, London, UK., Barnes A; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.; King's Technology Evaluation Centre (KiTEC), School of Biomedical Engineering & Imaging Science, King's College London, London, UK., Cook GJR; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.; King's College London and Guy's and St. Thomas' PET Centre, St. Thomas' Hospital, London, UK. |
| Source: | BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2024 Dec 18; Vol. 24 (1), pp. 396. Date of Electronic Publication: 2024 Dec 18. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
|
Full text is not displayed to guests.
Login for full access.
|
|
| FullText | Links: – Type: pdflink Text: Availability: 1 |
|---|---|
| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 39695672 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Uncertainty-aware automatic TNM staging classification for [<superscript>18</superscript>F] Fluorodeoxyglucose PET-CT reports for lung cancer utilising transformer-based language models and multi-task learning. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Barlow+SH%22">Barlow SH</searchLink>; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK. stephen.barlow@kcl.ac.uk.<br /><searchLink fieldCode="AU" term="%22Chicklore+S%22">Chicklore S</searchLink>; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.; King's College London and Guy's and St. Thomas' PET Centre, St. Thomas' Hospital, London, UK.<br /><searchLink fieldCode="AU" term="%22He+Y%22">He Y</searchLink>; Department of Informatics, King's College London, London, UK.; Department of Computer Science, University of Warwick, Coventry, UK.; Alan Turing Institute, London, UK.<br /><searchLink fieldCode="AU" term="%22Ourselin+S%22">Ourselin S</searchLink>; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Wagner+T%22">Wagner T</searchLink>; Department of Nuclear Medicine, Royal Free Hospital, London, UK.<br /><searchLink fieldCode="AU" term="%22Barnes+A%22">Barnes A</searchLink>; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.; King's Technology Evaluation Centre (KiTEC), School of Biomedical Engineering & Imaging Science, King's College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Cook+GJR%22">Cook GJR</searchLink>; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.; King's College London and Guy's and St. Thomas' PET Centre, St. Thomas' Hospital, London, UK. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101088682%22">BMC medical informatics and decision making</searchLink> [BMC Med Inform Decis Mak] 2024 Dec 18; Vol. 24 (1), pp. 396. <i>Date of Electronic Publication: </i>2024 Dec 18. – 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="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101088682 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1472-6947 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214726947%22">14726947 </searchLink><i>NLM ISO Abbreviation: </i>BMC Med Inform Decis Mak <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39695672 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s12911-024-02814-7 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 396 Titles: – TitleFull: Uncertainty-aware automatic TNM staging classification for [18F] Fluorodeoxyglucose PET-CT reports for lung cancer utilising transformer-based language models and multi-task learning. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Barlow SH – PersonEntity: Name: NameFull: Chicklore S – PersonEntity: Name: NameFull: He Y – PersonEntity: Name: NameFull: Ourselin S – PersonEntity: Name: NameFull: Wagner T – PersonEntity: Name: NameFull: Barnes A – PersonEntity: Name: NameFull: Cook GJR IsPartOfRelationships: – BibEntity: Dates: – D: 18 M: 12 Text: 2024 Dec 18 Type: published Y: 2024 Identifiers: – Type: issn-electronic Value: 1472-6947 Numbering: – Type: volume Value: 24 – Type: issue Value: 1 Titles: – TitleFull: BMC medical informatics and decision making Type: main |
| ResultId | 1 |
