RhDnostics: A Machine Learning-Based Predictive Algorithm Model for RhD-Negative and DEL Blood Group Screening

Our machine learning algorithm could be used as a predictive tool for RhD-negative screening in the laboratory with no confirmative serological test or RHD molecular testing available.

Authors

Yann Fichou (ORCID: https://orcid.org/0000-0002-5104-9125)
Meechoke Choodoung
Arunsri Choodoung
Charuporn Promwong
Pornlada Nuchnoi (ORCID: https://orcid.org/0000-0002-1123-1037)
Usanee Kerdpin
Chotiros Plabplueng
Peeradech Thichanpiang (ORCID: https://orcid.org/0000-0001-7957-6448)
Ketsaraporn Wongba

Institutions

Inserm (FR)
Université de Bretagne Occidentale (FR)
École nationale d'ingénieurs de Brest (FR)
Mahidol University (TH)
Laboratory of Excellence GR-Ex (FR)
Sappasithiprasong Hospital (TH)
Naresuan University (TH)

Publication Details

Journal: The Journal of Applied Laboratory Medicine
Published: 2025-05-30
DOI: https://doi.org/10.1093/jalm/jfaf074
Primary Topic: Blood groups and transfusion
Type: article
Field-Weighted Citation Impact: 0.00

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article

RhDnostics: A Machine Learning-Based Predictive Algorithm Model for RhD-Negative and DEL Blood Group Screening

Yann Fichou, Meechoke Choodoung, Arunsri Choodoung, Charuporn Promwong et al.

May 30, 2025

The Journal of Applied Laboratory Medicine

Blood groups and transfusion

article

RhDnostics: A Machine Learning-Based Predictive Algorithm Model for RhD-Negative and DEL Blood Group Screening

Yann Fichou, Meechoke Choodoung, Arunsri Choodoung, Charuporn Promwong, Pornlada Nuchnoi, Usanee Kerdpin, Chotiros Plabplueng, Peeradech Thichanpiang, Ketsaraporn Wongba

May 30, 2025article en

Abstract

Our machine learning algorithm could be used as a predictive tool for RhD-negative screening in the laboratory with no confirmative serological test or RHD molecular testing available.

The Journal of Applied Laboratory MedicineVol. 10(5)

Inserm (FR), Université de Bretagne Occidentale (FR), École nationale d'ingénieurs de Brest (FR), Mahidol University (TH), Laboratory of Excellence GR-Ex (FR), Sappasithiprasong Hospital (TH), Naresuan University (TH)

Partnerships for the goals

Openalex Percentile: Top 85%

Blood groups and transfusion

DOI Open Access PDF OpenAlex

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RhDnostics: A Machine Learning-Based Predictive Algorithm Model for RhD-Negative and DEL Blood Group Screening — Yann Fichou, Meechoke Choodoung, et al. · The Journal of Applied Laboratory Medicine (2025) | TGRS Research Map | TGRS