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Comparison of conventional formulas and machine learning models for estimating serum low-density lipoprotein cholesterol.

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Title: Comparison of conventional formulas and machine learning models for estimating serum low-density lipoprotein cholesterol.
Authors: Al Dhuhli R; Clinical Biochemistry Residency Training Program, Oman Medical Specialty Board, P.O box 1984, 130, Muscat, Oman., Al Riyami N; Department of Clinical Biochemistry, Sultan Qaboos, University Hospital, University Medical City, P.O box 35, 123, Muscat, Oman., Al Farsi F; Clinical Biochemistry Residency Training Program, Oman Medical Specialty Board, P.O box 1984, 130, Muscat, Oman., Al Khamyasi A; Department of Clinical Biochemistry, Sultan Qaboos, University Hospital, University Medical City, P.O box 35, 123, Muscat, Oman., Al Saadi H; Department of Clinical Biochemistry, Sultan Qaboos, University Hospital, University Medical City, P.O box 35, 123, Muscat, Oman., Al Alawi S; Department of Clinical Biochemistry, Sultan Qaboos, University Hospital, University Medical City, P.O box 35, 123, Muscat, Oman., Alfarai Q; Department of Clinical Biochemistry, Sultan Qaboos, University Hospital, University Medical City, P.O box 35, 123, Muscat, Oman., Zidoum H; Department of Computer Sciences, College of Science, Sultan Qaboos, University, P.O box 35, 123, Muscat, Oman., Alsalmani F; Oman College of Health Sciences, P.O box 3720, 112, Muscat, Oman., Almarshodi Y; Oman College of Health Sciences, P.O box 3720, 112, Muscat, Oman., Zadjali F; Oman College of Health Sciences, P.O box 3720, 112, Muscat, Oman.
Source: Practical laboratory medicine [Pract Lab Med] 2026 Mar 10; Vol. 49, pp. e00524. Date of Electronic Publication: 2026 Mar 10 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Elsevier B.V Country of Publication: Netherlands NLM ID: 101690848 Publication Model: eCollection Cited Medium: Print ISSN: 2352-5517 (Print) Linking ISSN: 23525517 NLM ISO Abbreviation: Pract Lab Med Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Al+Dhuhli+R%22">Al Dhuhli R</searchLink>; Clinical Biochemistry Residency Training Program, Oman Medical Specialty Board, P.O box 1984, 130, Muscat, Oman.<br /><searchLink fieldCode="AU" term="%22Al+Riyami+N%22">Al Riyami N</searchLink>; Department of Clinical Biochemistry, Sultan Qaboos, University Hospital, University Medical City, P.O box 35, 123, Muscat, Oman.<br /><searchLink fieldCode="AU" term="%22Al+Farsi+F%22">Al Farsi F</searchLink>; Clinical Biochemistry Residency Training Program, Oman Medical Specialty Board, P.O box 1984, 130, Muscat, Oman.<br /><searchLink fieldCode="AU" term="%22Al+Khamyasi+A%22">Al Khamyasi A</searchLink>; Department of Clinical Biochemistry, Sultan Qaboos, University Hospital, University Medical City, P.O box 35, 123, Muscat, Oman.<br /><searchLink fieldCode="AU" term="%22Al+Saadi+H%22">Al Saadi H</searchLink>; Department of Clinical Biochemistry, Sultan Qaboos, University Hospital, University Medical City, P.O box 35, 123, Muscat, Oman.<br /><searchLink fieldCode="AU" term="%22Al+Alawi+S%22">Al Alawi S</searchLink>; Department of Clinical Biochemistry, Sultan Qaboos, University Hospital, University Medical City, P.O box 35, 123, Muscat, Oman.<br /><searchLink fieldCode="AU" term="%22Alfarai+Q%22">Alfarai Q</searchLink>; Department of Clinical Biochemistry, Sultan Qaboos, University Hospital, University Medical City, P.O box 35, 123, Muscat, Oman.<br /><searchLink fieldCode="AU" term="%22Zidoum+H%22">Zidoum H</searchLink>; Department of Computer Sciences, College of Science, Sultan Qaboos, University, P.O box 35, 123, Muscat, Oman.<br /><searchLink fieldCode="AU" term="%22Alsalmani+F%22">Alsalmani F</searchLink>; Oman College of Health Sciences, P.O box 3720, 112, Muscat, Oman.<br /><searchLink fieldCode="AU" term="%22Almarshodi+Y%22">Almarshodi Y</searchLink>; Oman College of Health Sciences, P.O box 3720, 112, Muscat, Oman.<br /><searchLink fieldCode="AU" term="%22Zadjali+F%22">Zadjali F</searchLink>; Oman College of Health Sciences, P.O box 3720, 112, Muscat, Oman.
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  Data: <searchLink fieldCode="JN" term="%22101690848%22">Practical laboratory medicine</searchLink> [Pract Lab Med] 2026 Mar 10; Vol. 49, pp. e00524. <i>Date of Electronic Publication: </i>2026 Mar 10 (<i>Print Publication: </i>2026).
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