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Classification of ALS molecular subtypes: a literature review on machine learning applications and their clinical value.

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Title: Classification of ALS molecular subtypes: a literature review on machine learning applications and their clinical value.
Authors: Jammal JK; Department of Biostatistics & Health Informatics, Institute of Psychiatry Psychology & Neuroscience, King's College London, 16 De Crespigny Park, London, SE5 8AB, UK., Gomez EA; Department of Biostatistics & Health Informatics, Institute of Psychiatry Psychology & Neuroscience, King's College London, 16 De Crespigny Park, London, SE5 8AB, UK., Al-Chalabi A; Department of Basic and Clinical Neuroscience, Institute of Psychiatry Psychology & Neuroscience, King's College London, 5 Cutcombe Rd, London, SE5 9RX, UK., Iacoangeli A; Department of Biostatistics & Health Informatics, Institute of Psychiatry Psychology & Neuroscience, King's College London, 16 De Crespigny Park, London, SE5 8AB, UK. alfredo.iacoangeli@kcl.ac.uk.; Department of Basic and Clinical Neuroscience, Institute of Psychiatry Psychology & Neuroscience, King's College London, 5 Cutcombe Rd, London, SE5 9RX, UK. alfredo.iacoangeli@kcl.ac.uk.; Ground RR Block QE II Medical Centre Ralph & Patricia Sarich Neuroscience Building, Perron Institute for Neurological and Translational Science, 8 Verdun St, Nedlands, WA, 6009, Australia. alfredo.iacoangeli@kcl.ac.uk.; NIHR Maudsley Biomedical Research Centre (BRC), South London and Maudsley NHS Foundation Trust, 16 De Crespigny Park, London, SE5 8AF, UK. alfredo.iacoangeli@kcl.ac.uk.
Source: BMC medicine [BMC Med] 2026 Feb 23; Vol. 24 (1). Date of Electronic Publication: 2026 Feb 23.
Publication Type: Journal Article; Review
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101190723 Publication Model: Electronic Cited Medium: Internet ISSN: 1741-7015 (Electronic) Linking ISSN: 17417015 NLM ISO Abbreviation: BMC Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Classification of ALS molecular subtypes: a literature review on machine learning applications and their clinical value.
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  Data: <searchLink fieldCode="AU" term="%22Jammal+JK%22">Jammal JK</searchLink>; Department of Biostatistics & Health Informatics, Institute of Psychiatry Psychology & Neuroscience, King's College London, 16 De Crespigny Park, London, SE5 8AB, UK.<br /><searchLink fieldCode="AU" term="%22Gomez+EA%22">Gomez EA</searchLink>; Department of Biostatistics & Health Informatics, Institute of Psychiatry Psychology & Neuroscience, King's College London, 16 De Crespigny Park, London, SE5 8AB, UK.<br /><searchLink fieldCode="AU" term="%22Al-Chalabi+A%22">Al-Chalabi A</searchLink>; Department of Basic and Clinical Neuroscience, Institute of Psychiatry Psychology & Neuroscience, King's College London, 5 Cutcombe Rd, London, SE5 9RX, UK.<br /><searchLink fieldCode="AU" term="%22Iacoangeli+A%22">Iacoangeli A</searchLink>; Department of Biostatistics & Health Informatics, Institute of Psychiatry Psychology & Neuroscience, King's College London, 16 De Crespigny Park, London, SE5 8AB, UK. alfredo.iacoangeli@kcl.ac.uk.; Department of Basic and Clinical Neuroscience, Institute of Psychiatry Psychology & Neuroscience, King's College London, 5 Cutcombe Rd, London, SE5 9RX, UK. alfredo.iacoangeli@kcl.ac.uk.; Ground RR Block QE II Medical Centre Ralph & Patricia Sarich Neuroscience Building, Perron Institute for Neurological and Translational Science, 8 Verdun St, Nedlands, WA, 6009, Australia. alfredo.iacoangeli@kcl.ac.uk.; NIHR Maudsley Biomedical Research Centre (BRC), South London and Maudsley NHS Foundation Trust, 16 De Crespigny Park, London, SE5 8AF, UK. alfredo.iacoangeli@kcl.ac.uk.
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  Data: <searchLink fieldCode="JN" term="%22101190723%22">BMC medicine</searchLink> [BMC Med] 2026 Feb 23; Vol. 24 (1). <i>Date of Electronic Publication: </i>2026 Feb 23.
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      – TitleFull: Classification of ALS molecular subtypes: a literature review on machine learning applications and their clinical value.
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              Text: 2026 Feb 23
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