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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