Multi-centre radiomics for prediction of recurrence following radical radiotherapy for head and neck cancers: Consequences of feature selection, machine learning classifiers and batch-effect harmonization.
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| Title: | Multi-centre radiomics for prediction of recurrence following radical radiotherapy for head and neck cancers: Consequences of feature selection, machine learning classifiers and batch-effect harmonization. |
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| Authors: | Varghese AJ; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India., Gouthamchand V; Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands., Sasidharan BK; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India., Wee L; Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands., Sidhique SK; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India., Rao JP; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India., Dekker A; Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands., Hoebers F; Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands., Devakumar D; Department of Nuclear Medicine, Christian Medical College, Vellore, Tamil Nadu, India., Irodi A; Department of Radiology, Christian Medical College, Vellore, Tamil Nadu, India., Balasingh TP; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India., Godson HF; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India., Joel T; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India., Mathew M; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India., Gunasingam Isiah R; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India., Pavamani SP; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India., Thomas HMT; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India. |
| Source: | Physics and imaging in radiation oncology [Phys Imaging Radiat Oncol] 2023 May 16; Vol. 26, pp. 100450. Date of Electronic Publication: 2023 May 16 (Print Publication: 2023). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Elsevier B.V Country of Publication: Netherlands NLM ID: 101704276 Publication Model: eCollection Cited Medium: Internet ISSN: 2405-6316 (Electronic) Linking ISSN: 24056316 NLM ISO Abbreviation: Phys Imaging Radiat Oncol Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 37260438 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Multi-centre radiomics for prediction of recurrence following radical radiotherapy for head and neck cancers: Consequences of feature selection, machine learning classifiers and batch-effect harmonization. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Varghese+AJ%22">Varghese AJ</searchLink>; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Gouthamchand+V%22">Gouthamchand V</searchLink>; Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Sasidharan+BK%22">Sasidharan BK</searchLink>; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Wee+L%22">Wee L</searchLink>; Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Sidhique+SK%22">Sidhique SK</searchLink>; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Rao+JP%22">Rao JP</searchLink>; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Dekker+A%22">Dekker A</searchLink>; Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Hoebers+F%22">Hoebers F</searchLink>; Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Devakumar+D%22">Devakumar D</searchLink>; Department of Nuclear Medicine, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Irodi+A%22">Irodi A</searchLink>; Department of Radiology, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Balasingh+TP%22">Balasingh TP</searchLink>; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Godson+HF%22">Godson HF</searchLink>; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Joel+T%22">Joel T</searchLink>; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Mathew+M%22">Mathew M</searchLink>; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Gunasingam+Isiah+R%22">Gunasingam Isiah R</searchLink>; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Pavamani+SP%22">Pavamani SP</searchLink>; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Thomas+HMT%22">Thomas HMT</searchLink>; Department of Radiation Oncology, Christian Medical College, Vellore, Tamil Nadu, India. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101704276%22">Physics and imaging in radiation oncology</searchLink> [Phys Imaging Radiat Oncol] 2023 May 16; Vol. 26, pp. 100450. <i>Date of Electronic Publication: </i>2023 May 16 (<i>Print Publication: </i>2023). – 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="%22Elsevier+B%2EV%22">Elsevier B.V </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>101704276 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2405-6316 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2224056316%22">24056316 </searchLink><i>NLM ISO Abbreviation: </i>Phys Imaging Radiat Oncol <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=37260438 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.phro.2023.100450 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 100450 Titles: – TitleFull: Multi-centre radiomics for prediction of recurrence following radical radiotherapy for head and neck cancers: Consequences of feature selection, machine learning classifiers and batch-effect harmonization. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Varghese AJ – PersonEntity: Name: NameFull: Gouthamchand V – PersonEntity: Name: NameFull: Sasidharan BK – PersonEntity: Name: NameFull: Wee L – PersonEntity: Name: NameFull: Sidhique SK – PersonEntity: Name: NameFull: Rao JP – PersonEntity: Name: NameFull: Dekker A – PersonEntity: Name: NameFull: Hoebers F – PersonEntity: Name: NameFull: Devakumar D – PersonEntity: Name: NameFull: Irodi A – PersonEntity: Name: NameFull: Balasingh TP – PersonEntity: Name: NameFull: Godson HF – PersonEntity: Name: NameFull: Joel T – PersonEntity: Name: NameFull: Mathew M – PersonEntity: Name: NameFull: Gunasingam Isiah R – PersonEntity: Name: NameFull: Pavamani SP – PersonEntity: Name: NameFull: Thomas HMT IsPartOfRelationships: – BibEntity: Dates: – D: 16 M: 05 Text: 2023 May 16 Type: published Y: 2023 Identifiers: – Type: issn-electronic Value: 2405-6316 Numbering: – Type: volume Value: 26 Titles: – TitleFull: Physics and imaging in radiation oncology Type: main |
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