Strengthening Translational Pathways: The Need for Readiness and Fairness Assessment in Transfusion AI Models

Riza Amalia; Ronal Surya Aditya; Muhammad Sandy Al Fath

doi:10.1016/j.tmrv.2025.150955

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Strengthening Translational Pathways: The Need for Readiness and Fairness Assessment in Transfusion AI Models

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Riza Amalia, Ronal Surya Aditya, Muhammad Sandy Al Fath

2026 Transfusion Medicine Reviews Vol. 40 Issue 1 Letter Cited by 0 SDG 9SDG 3SDG 8SDG 17

Abstract

[No abstract available]

Affiliations

Guidance & Counseling Department, Universitas Muhammadiyah Sampit, Central Kalimantan, Indonesia; Department of Guidance & Counseling, Universitas Negeri Malang, East Java, Malang, Indonesia; MENTAYA BARIGAS Research Center for Indigenous Psychology and Education, Central Kalimantan, Indonesia; Nursing Faculty, Universitas Jember, East Java, Jember, Indonesia; Tas Waras Research Center (Transformative Agro-Spiritual Research for Wellness Agency Rights, and Justice), East Java, Jember, Indonesia; Department of English Education, Universitas Muhammadiyah Sampit, Central Kalimantan, Indonesia; Doctoral Program Education, Universitas Ahmad Dahlan, Yogyakarta, Indonesia

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