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.
Authors
- Maël Heiblig (ORCID: https://orcid.org/0000-0003-1682-8657)
- Yannick Le Bris (ORCID: https://orcid.org/0000-0002-0095-6999)
- Valentin Le Roc'h
- Olivier Kosmider (ORCID: https://orcid.org/0000-0002-6021-4057)
- Marion Eveillard (ORCID: https://orcid.org/0000-0001-7206-5135)
- Pierre Péterlin (ORCID: https://orcid.org/0000-0001-5463-6686)
- J. Graveleau
- Maxime Jullien (ORCID: https://orcid.org/0000-0001-6915-6570)
- Olivier Hérault (ORCID: https://orcid.org/0000-0002-7419-1124)
- Pierre Sujobert (ORCID: https://orcid.org/0000-0002-9108-1162)
- Patrice Chevallier (ORCID: https://orcid.org/0000-0003-3142-5581)
- Maxence Bauvais (ORCID: https://orcid.org/0009-0009-6016-6495)
- Baptiste Le Calvez (ORCID: https://orcid.org/0000-0001-5148-3792)
- Alice Garnier
- Cédric De Almeida Braga
- Simon Bouzy
- Emmanuelle Rault
- Perrine Paul‐Gilloteaux (ORCID: https://orcid.org/0000-0002-4822-165X)
- Nicolas Normand (ORCID: https://orcid.org/0000-0002-8353-2568)
- Camille Richard
- Antoine Néel (ORCID: https://orcid.org/0000-0002-7707-5794)
Institutions
- 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)
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
- 0.00