Work

Vision Language Models Fail to Reliably Detect Acute Myeloid Leukemia in Bone Marrow Smears

Year: 2026

Type: preprint

Source: medRxiv

DOI: 10.64898/2026.08.19.26359329

Authors: Freya Schulze, Chiara Löffler, Martina Radoynova, Susann Winter, Christoph Röllig, Katja Sockel, Frank Kroschinsky, Martin Bornhäuser, Jan Moritz Middeke, Jakob Nikolas Kather, Jan-Niklas Eckardt, Narmin Ghaffari Laleh

Institutions: Helmholtz-Zentrum Dresden-Rossendorf, University Hospital Carl Gustav Carus, Nationales Centrum für Tumorerkrankungen Dresden, Else Kröner Fresenius Center for Digital Health, Technische Universität Dresden, German Cancer Consortium (DKTK) Dresden, University of Leeds, University Hospital Heidelberg, National Center for Tumor Diseases

Topic: Digital Imaging for Blood Diseases

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: closed

OpenAlex ID: W7204165126

Cites: 20

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