Machine Learning-Based Prediction of Clinical Outcomes in Patients With Cancer Receiving Systemic Treatment Using Step Count Data Measured With Smartphones.
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| Title: | Machine Learning-Based Prediction of Clinical Outcomes in Patients With Cancer Receiving Systemic Treatment Using Step Count Data Measured With Smartphones. |
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| Authors: | Brouwer CG; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, the Netherlands., Bartelet BM; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, the Netherlands., Douma JAJ; Department of Internal Medicine, Medical Centre Leeuwarden, Leeuwarden, the Netherlands., van Doorn L; Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands., Kuip EJM; Department of Medical Oncology and Department of Anesthesiology, Pain and Palliative Care, Radboud University Medical Center, Nijmegen, the Netherlands., Verheul HMW; Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands., Buffart LM; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, the Netherlands. |
| Source: | JCO clinical cancer informatics [JCO Clin Cancer Inform] 2025 Jul; Vol. 9, pp. e2500023. Date of Electronic Publication: 2025 Jun 30. |
| Publication Type: | Journal Article; Observational Study |
| Journal Info: | Publisher: American Society of Clinical Oncology Country of Publication: United States NLM ID: 101708809 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2473-4276 (Electronic) Linking ISSN: 24734276 NLM ISO Abbreviation: JCO Clin Cancer Inform Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40587817 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine Learning-Based Prediction of Clinical Outcomes in Patients With Cancer Receiving Systemic Treatment Using Step Count Data Measured With Smartphones. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Brouwer+CG%22">Brouwer CG</searchLink>; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Bartelet+BM%22">Bartelet BM</searchLink>; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Douma+JAJ%22">Douma JAJ</searchLink>; Department of Internal Medicine, Medical Centre Leeuwarden, Leeuwarden, the Netherlands.<br /><searchLink fieldCode="AU" term="%22van+Doorn+L%22">van Doorn L</searchLink>; Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Kuip+EJM%22">Kuip EJM</searchLink>; Department of Medical Oncology and Department of Anesthesiology, Pain and Palliative Care, Radboud University Medical Center, Nijmegen, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Verheul+HMW%22">Verheul HMW</searchLink>; Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Buffart+LM%22">Buffart LM</searchLink>; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, the Netherlands. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101708809%22">JCO clinical cancer informatics</searchLink> [JCO Clin Cancer Inform] 2025 Jul; Vol. 9, pp. e2500023. <i>Date of Electronic Publication: </i>2025 Jun 30. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Observational Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Society+of+Clinical+Oncology%22">American Society of Clinical Oncology </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101708809 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2473-4276 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2224734276%22">24734276 </searchLink><i>NLM ISO Abbreviation: </i>JCO Clin Cancer Inform <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40587817 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1200/CCI-25-00023 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e2500023 Titles: – TitleFull: Machine Learning-Based Prediction of Clinical Outcomes in Patients With Cancer Receiving Systemic Treatment Using Step Count Data Measured With Smartphones. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Brouwer CG – PersonEntity: Name: NameFull: Bartelet BM – PersonEntity: Name: NameFull: Douma JAJ – PersonEntity: Name: NameFull: van Doorn L – PersonEntity: Name: NameFull: Kuip EJM – PersonEntity: Name: NameFull: Verheul HMW – PersonEntity: Name: NameFull: Buffart LM IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 07 Text: 2025 Jul Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 2473-4276 Numbering: – Type: volume Value: 9 Titles: – TitleFull: JCO clinical cancer informatics Type: main |
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