Deep Learning‐Based Blood Abnormalities Detection as a Tool for <scp>VEXAS</scp> Syndrome Screening

This study suggests that computer-assisted analysis of PB smears, focusing on suspected VEXAS cases, can provide valuable insights for determining which patients should undergo molecular testing. The presented deep learning approach can help hematologists direct their suspicions before initiating further analyses.

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Publication Details

Journal
International Journal of Laboratory Hematology
Published
2024-09-14
DOI
https://doi.org/10.1111/ijlh.14368
Primary Topic
Otitis Media and Relapsing Polychondritis
Type
article
Field-Weighted Citation Impact
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article

Deep Learning‐Based Blood Abnormalities Detection as a Tool for VEXAS Syndrome Screening

Maël Heiblig, Yannick Le Bris, Valentin Le Roc'h, Olivier Kosmider et al.
International Journal of Laboratory Hematology
Otitis Media and Relapsing Polychondritis
article

Deep Learning‐Based Blood Abnormalities Detection as a Tool for VEXAS Syndrome Screening

Maël Heiblig, Yannick Le Bris, Valentin Le Roc'h, Olivier Kosmider, Marion Eveillard, Pierre Péterlin, J. Graveleau, Maxime Jullien, Olivier Hérault, Pierre Sujobert, Patrice Chevallier, Maxence Bauvais, Baptiste Le Calvez, Alice Garnier, Cédric De Almeida Braga, Simon Bouzy, Emmanuelle Rault, Perrine Paul‐Gilloteaux, Nicolas Normand, Camille Richard, Antoine Néel
article en

Abstract

This study suggests that computer-assisted analysis of PB smears, focusing on suspected VEXAS cases, can provide valuable insights for determining which patients should undergo molecular testing. The presented deep learning approach can help hematologists direct their suspicions before initiating further analyses.

International Journal of Laboratory HematologyVol. 47(1)
École Centrale de Nantes (FR), Université Claude Bernard Lyon 1 (FR), Université de Tours (FR), Centre National de la Recherche Scientifique (FR), Inserm (FR), Centre Hospitalier Universitaire de Nantes (FR), Centre de Recherche en Cancérologie et Immunologie Intégrée Nantes Angers (FR), Hôpital Cochin (FR), Assistance Publique – Hôpitaux de Paris (FR), Hospices Civils de Lyon (FR), Centre Hospitalier Universitaire de Rennes (FR), Centre International de Recherche en Infectiologie (FR), Centre Hospitalier Saint-Nazaire (FR), Nantes Université (FR)
Reduced inequalities
Openalex Percentile: Top 72%
Otitis Media and Relapsing Polychondritis
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