Classification of painful or painless diabetic peripheral neuropathy and identification of the most powerful predictors using machine learning models in large cross-sectional cohorts.
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| Title: | Classification of painful or painless diabetic peripheral neuropathy and identification of the most powerful predictors using machine learning models in large cross-sectional cohorts. |
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| Authors: | Baskozos G; Neural Injury Group, Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Level 6, West Wing, Oxford, OX3 9DU, UK. georgios.baskozos@ndcn.ox.ac.uk., Themistocleous AC; Neural Injury Group, Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Level 6, West Wing, Oxford, OX3 9DU, UK., Hebert HL; Chronic Pain Research Group, Division of Population Health and Genomics, Mackenzie Building, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK., Pascal MMV; Neural Injury Group, Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Level 6, West Wing, Oxford, OX3 9DU, UK., John J; Neural Injury Group, Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Level 6, West Wing, Oxford, OX3 9DU, UK., Callaghan BC; Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA., Laycock H; Pain Research, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK., Granovsky Y; Department of Neurology, Rambam Health Care Campus, Technion-Israel Institute of Technology, Haifa, Israel., Crombez G; Department of Experimental-Clinical and Health Psychology, Faculty of Psychology and Educational Sciences, Ghent University, Ghent, Belgium., Yarnitsky D; Department of Neurology, Rambam Health Care Campus, Technion-Israel Institute of Technology, Haifa, Israel., Rice ASC; Pain Research, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK., Smith BH; Chronic Pain Research Group, Division of Population Health and Genomics, Mackenzie Building, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK., Bennett DLH; Neural Injury Group, Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Level 6, West Wing, Oxford, OX3 9DU, UK. |
| Source: | BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2022 May 29; Vol. 22 (1), pp. 144. Date of Electronic Publication: 2022 May 29. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| 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 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 35644620 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Classification of painful or painless diabetic peripheral neuropathy and identification of the most powerful predictors using machine learning models in large cross-sectional cohorts. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Baskozos+G%22">Baskozos G</searchLink>; Neural Injury Group, Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Level 6, West Wing, Oxford, OX3 9DU, UK. georgios.baskozos@ndcn.ox.ac.uk.<br /><searchLink fieldCode="AU" term="%22Themistocleous+AC%22">Themistocleous AC</searchLink>; Neural Injury Group, Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Level 6, West Wing, Oxford, OX3 9DU, UK.<br /><searchLink fieldCode="AU" term="%22Hebert+HL%22">Hebert HL</searchLink>; Chronic Pain Research Group, Division of Population Health and Genomics, Mackenzie Building, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK.<br /><searchLink fieldCode="AU" term="%22Pascal+MMV%22">Pascal MMV</searchLink>; Neural Injury Group, Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Level 6, West Wing, Oxford, OX3 9DU, UK.<br /><searchLink fieldCode="AU" term="%22John+J%22">John J</searchLink>; Neural Injury Group, Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Level 6, West Wing, Oxford, OX3 9DU, UK.<br /><searchLink fieldCode="AU" term="%22Callaghan+BC%22">Callaghan BC</searchLink>; Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Laycock+H%22">Laycock H</searchLink>; Pain Research, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Granovsky+Y%22">Granovsky Y</searchLink>; Department of Neurology, Rambam Health Care Campus, Technion-Israel Institute of Technology, Haifa, Israel.<br /><searchLink fieldCode="AU" term="%22Crombez+G%22">Crombez G</searchLink>; Department of Experimental-Clinical and Health Psychology, Faculty of Psychology and Educational Sciences, Ghent University, Ghent, Belgium.<br /><searchLink fieldCode="AU" term="%22Yarnitsky+D%22">Yarnitsky D</searchLink>; Department of Neurology, Rambam Health Care Campus, Technion-Israel Institute of Technology, Haifa, Israel.<br /><searchLink fieldCode="AU" term="%22Rice+ASC%22">Rice ASC</searchLink>; Pain Research, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Smith+BH%22">Smith BH</searchLink>; Chronic Pain Research Group, Division of Population Health and Genomics, Mackenzie Building, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK.<br /><searchLink fieldCode="AU" term="%22Bennett+DLH%22">Bennett DLH</searchLink>; Neural Injury Group, Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Level 6, West Wing, Oxford, OX3 9DU, 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] 2022 May 29; Vol. 22 (1), pp. 144. <i>Date of Electronic Publication: </i>2022 May 29. – 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="%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=35644620 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s12911-022-01890-x Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 144 Titles: – TitleFull: Classification of painful or painless diabetic peripheral neuropathy and identification of the most powerful predictors using machine learning models in large cross-sectional cohorts. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Baskozos G – PersonEntity: Name: NameFull: Themistocleous AC – PersonEntity: Name: NameFull: Hebert HL – PersonEntity: Name: NameFull: Pascal MMV – PersonEntity: Name: NameFull: John J – PersonEntity: Name: NameFull: Callaghan BC – PersonEntity: Name: NameFull: Laycock H – PersonEntity: Name: NameFull: Granovsky Y – PersonEntity: Name: NameFull: Crombez G – PersonEntity: Name: NameFull: Yarnitsky D – PersonEntity: Name: NameFull: Rice ASC – PersonEntity: Name: NameFull: Smith BH – PersonEntity: Name: NameFull: Bennett DLH IsPartOfRelationships: – BibEntity: Dates: – D: 29 M: 05 Text: 2022 May 29 Type: published Y: 2022 Identifiers: – Type: issn-electronic Value: 1472-6947 Numbering: – Type: volume Value: 22 – Type: issue Value: 1 Titles: – TitleFull: BMC medical informatics and decision making Type: main |
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