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Diagnostic performance of discriminant formulas and machine learning models for detecting β-thalassemia trait in Bangladesh.

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Title: Diagnostic performance of discriminant formulas and machine learning models for detecting β-thalassemia trait in Bangladesh.
Authors: Mahtarin R; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.; Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh., Azad K; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh., Talukder RBM; Department of Electronics and Communication Engineering (ECE), Khulna University of Engineering and Technology (KUET), Khulna, Bangladesh., Rahmat R; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh., Nitu SC; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh., Howlader AM; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh., Hossain M; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.; Department of Genetic Engineering and Biotechnology, University of Chittagong, Chittagong, Bangladesh., Mukta MSA; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh., Habib MT; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh., Siddik AB; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh., Sultana N; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh., Kawser Z; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh., Kulsum U; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh., Abedin FZ; Department of Microbiology, Popular Medical College, Dhaka, Bangladesh., Sultana N; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.; Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh.; Department of Virology, Dhaka Medical College, Dhaka, Bangladesh., Habib MA; Directorate General of Health Services, Dhaka, Bangladesh., Hossain AKME; Department of Project Development, Bangladesh Thalassemia Samity and Hospital, Dhaka, Bangladesh., Noor FA; Molecular Division, OMC Healthcare (Pvt.) Ltd, Rupnagar, Dhaka, Bangladesh., Mahdi AZ; Department of Community Medicine and Public Health, Tairunnessa Memorial Medical College and Hospital, Gazipur, Bangladesh., Asaduzzaman M; Upazila Health Complex, Matlab (North), Chandpur, Bangladesh., Chowdhury EK; Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh., Rahman MR; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh., Qadri F; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.; Mucosal Immunology and Vaccinology, Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Mohakhali, Dhaka, Bangladesh., Begum MN; Virology Laboratory, Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Mohakhali, Dhaka, Bangladesh., Nabi AHMN; Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh.
Source: PloS one [PLoS One] 2026 Jun 16; Vol. 21 (6), pp. e0350387. Date of Electronic Publication: 2026 Jun 16 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Diagnostic performance of discriminant formulas and machine learning models for detecting β-thalassemia trait in Bangladesh.
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  Data: <searchLink fieldCode="AU" term="%22Mahtarin+R%22">Mahtarin R</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.; Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Azad+K%22">Azad K</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Talukder+RBM%22">Talukder RBM</searchLink>; Department of Electronics and Communication Engineering (ECE), Khulna University of Engineering and Technology (KUET), Khulna, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Rahmat+R%22">Rahmat R</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Nitu+SC%22">Nitu SC</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Howlader+AM%22">Howlader AM</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Hossain+M%22">Hossain M</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.; Department of Genetic Engineering and Biotechnology, University of Chittagong, Chittagong, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Mukta+MSA%22">Mukta MSA</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Habib+MT%22">Habib MT</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Siddik+AB%22">Siddik AB</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Sultana+N%22">Sultana N</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Kawser+Z%22">Kawser Z</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Kulsum+U%22">Kulsum U</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Abedin+FZ%22">Abedin FZ</searchLink>; Department of Microbiology, Popular Medical College, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Sultana+N%22">Sultana N</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.; Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh.; Department of Virology, Dhaka Medical College, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Habib+MA%22">Habib MA</searchLink>; Directorate General of Health Services, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Hossain+AKME%22">Hossain AKME</searchLink>; Department of Project Development, Bangladesh Thalassemia Samity and Hospital, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Noor+FA%22">Noor FA</searchLink>; Molecular Division, OMC Healthcare (Pvt.) Ltd, Rupnagar, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Mahdi+AZ%22">Mahdi AZ</searchLink>; Department of Community Medicine and Public Health, Tairunnessa Memorial Medical College and Hospital, Gazipur, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Asaduzzaman+M%22">Asaduzzaman M</searchLink>; Upazila Health Complex, Matlab (North), Chandpur, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Chowdhury+EK%22">Chowdhury EK</searchLink>; Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Rahman+MR%22">Rahman MR</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Qadri+F%22">Qadri F</searchLink>; Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh.; Mucosal Immunology and Vaccinology, Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Mohakhali, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Begum+MN%22">Begum MN</searchLink>; Virology Laboratory, Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Mohakhali, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Nabi+AHMN%22">Nabi AHMN</searchLink>; Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh.
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