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Uncovering Phenotypes in Sensorineural Hearing Loss: A Systematic Review of Unsupervised Machine Learning Approaches.

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Title: Uncovering Phenotypes in Sensorineural Hearing Loss: A Systematic Review of Unsupervised Machine Learning Approaches.
Authors: Dimitrov L; University College London Hospital (UCLH) Biomedical Research Centre (BRC) Hearing Theme, London, United Kingdom.; University College London (UCL), London, United Kingdom., Barrett L; University College London Hospital (UCLH) Biomedical Research Centre (BRC) Hearing Theme, London, United Kingdom.; University College London (UCL), London, United Kingdom., Chaudhry A; University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom., Muzaffar J; University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom., Lilaonitkul W; University College London (UCL), London, United Kingdom., Mehta N; University College London Hospital (UCLH) Biomedical Research Centre (BRC) Hearing Theme, London, United Kingdom.; University College London (UCL), London, United Kingdom.
Source: Ear and hearing [Ear Hear] 2025 Nov-Dec 01; Vol. 46 (6), pp. 1401-1411. Date of Electronic Publication: 2025 Aug 07.
Publication Type: Journal Article; Systematic Review
Journal Info: Publisher: Williams And Wilkins Country of Publication: United States NLM ID: 8005585 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1538-4667 (Electronic) Linking ISSN: 01960202 NLM ISO Abbreviation: Ear Hear Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Uncovering Phenotypes in Sensorineural Hearing Loss: A Systematic Review of Unsupervised Machine Learning Approaches.
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  Data: <searchLink fieldCode="AU" term="%22Dimitrov+L%22">Dimitrov L</searchLink>; University College London Hospital (UCLH) Biomedical Research Centre (BRC) Hearing Theme, London, United Kingdom.; University College London (UCL), London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Barrett+L%22">Barrett L</searchLink>; University College London Hospital (UCLH) Biomedical Research Centre (BRC) Hearing Theme, London, United Kingdom.; University College London (UCL), London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Chaudhry+A%22">Chaudhry A</searchLink>; University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Muzaffar+J%22">Muzaffar J</searchLink>; University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Lilaonitkul+W%22">Lilaonitkul W</searchLink>; University College London (UCL), London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Mehta+N%22">Mehta N</searchLink>; University College London Hospital (UCLH) Biomedical Research Centre (BRC) Hearing Theme, London, United Kingdom.; University College London (UCL), London, United Kingdom.
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  Data: <searchLink fieldCode="JN" term="%228005585%22">Ear and hearing</searchLink> [Ear Hear] 2025 Nov-Dec 01; Vol. 46 (6), pp. 1401-1411. <i>Date of Electronic Publication: </i>2025 Aug 07.
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        Value: 10.1097/AUD.0000000000001696
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              Text: 2025 Nov-Dec 01
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