-
Loading metrics
Open Access
Peer-reviewed
Research Article
Diagnostic performance of discriminant formulas and machine learning models for detecting β-thalassemia trait in Bangladesh
-
Rumana Mahtarin,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing
Affiliations Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh
⨯ -
Kasrina Azad,
Roles Investigation, Methodology, Project administration, Writing – review & editing
Affiliation Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh
⨯ -
Rakib Bin Mahbub Talukder ,
Contributed equally to this work with: Rakib Bin Mahbub Talukder, Rynak Rahmat, Suzana Chowdhury Nitu
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Electronics and Communication Engineering (ECE), Khulna University of Engineering and Technology (KUET), Khulna, Bangladesh
⨯ -
Rynak Rahmat ,
Contributed equally to this work with: Rakib Bin Mahbub Talukder, Rynak Rahmat, Suzana Chowdhury Nitu
Roles Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing
Affiliation Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh
⨯ -
Suzana Chowdhury Nitu ,
Contributed equally to this work with: Rakib Bin Mahbub Talukder, Rynak Rahmat, Suzana Chowdhury Nitu
Roles Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing
Affiliation Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh
⨯ -
Arif Mahmud Howlader,
Roles Investigation, Methodology, Writing – review & editing
Affiliation Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh
⨯ -
Mohabbat Hossain,
Roles Investigation, Methodology, Writing – review & editing
Affiliations Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh, Department of Genetic Engineering and Biotechnology, University of Chittagong, Chittagong, Bangladesh
⨯ -
Mst. Sharmin Aktar Mukta,
Roles Formal analysis, Investigation, Writing – review & editing
Affiliation Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh
⨯ -
Mohammad Tanbir Habib,
Roles Investigation, Software, Writing – review & editing
Affiliation Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh
⨯ -
Abu Bakar Siddik,
Roles Investigation, Software, Writing – review & editing
Affiliation Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh
⨯ -
Nishat Sultana,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh
⨯ -
Zannat Kawser,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh
⨯ -
Umme Kulsum,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh
⨯ -
Faisal Zainal Abedin,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Department of Microbiology, Popular Medical College, Dhaka, Bangladesh
⨯ -
Nusrat Sultana,
Roles Investigation, Project administration, Writing – review & editing
Affiliations 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
⨯ -
Md. Ahashan Habib,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Directorate General of Health Services, Dhaka, Bangladesh
⨯ -
A. K. M. Ekramul Hossain,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Department of Project Development, Bangladesh Thalassemia Samity and Hospital, Dhaka, Bangladesh
⨯ -
Farjana Akther Noor,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Molecular Division, OMC Healthcare (Pvt.) Ltd, Rupnagar, Dhaka, Bangladesh
⨯ -
Ahmad Zubair Mahdi,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Department of Community Medicine and Public Health, Tairunnessa Memorial Medical College and Hospital, Gazipur, Bangladesh
⨯ -
Muhammad Asaduzzaman,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Upazila Health Complex, Matlab (North), Chandpur, Bangladesh
⨯ -
Emran Kabir Chowdhury,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh
⨯ -
Md Rofiqur Rahman,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Institute for Developing Science and Health Initiatives (ideSHi), Dhaka, Bangladesh
⨯ -
Firdausi Qadri,
Roles Conceptualization, Investigation, Project administration, Resources, Visualization, Writing – review & editing
Affiliations 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
⨯ -
Mst. Noorjahan Begum,
Roles Investigation, Project administration, Writing – review & editing
Affiliation Virology Laboratory, Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Mohakhali, Dhaka, Bangladesh
⨯ - [ ... ],
-
A. H. M. Nurun Nabi
Roles Conceptualization, Investigation, Supervision, Visualization, Writing – review & editing
* E-mail: nabi@du.ac.bd
Affiliation Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh
⨯ - [ view all ]
- [ view less ]
Diagnostic performance of discriminant formulas and machine learning models for detecting β-thalassemia trait in Bangladesh
- Rumana Mahtarin,
- Kasrina Azad,
- Rakib Bin Mahbub Talukder,
- Rynak Rahmat,
- Suzana Chowdhury Nitu,
- Arif Mahmud Howlader,
- Mohabbat Hossain,
- Mst. Sharmin Aktar Mukta,
- Mohammad Tanbir Habib,
- Abu Bakar Siddik
- Published: June 16, 2026
- https://doi.org/10.1371/journal.pone.0350387