Differentiation of canine and feline neoplasms using multi-modal imaging and machine learning

Differentiation of canine and feline neoplasms using multi-modal imaging and machine learning

Abstract Canine/feline (sub-)cutaneous tumors, which include lipomas, mastocytomas and soft tissue sarcomas, introduce diagnostic challenges due to inherent tissue heterogeneity, accompanied by diverse clinical pathogenesis. Current study integrates conventional imaging techniques optical (white lig...

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Bibliographic Details
Main Authors: Martynas Maciulevičius, Greta Rupšytė, Renaldas Raišutis, Blaž Cugmas, Mindaugas Tamošiūnas
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Optical imaging
Fluorescence imaging
Ultrasound imaging
Sarcoma
Mastocytoma
Multimodal diagnostics
Online Access:https://doi.org/10.1038/s41598-025-02668-7
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https://doi.org/10.1038/s41598-025-02668-7

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