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. |
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| 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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| ISSN: | 1932-6203 |
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| DOI: | 10.1371/journal.pone.0350387 |
