Title

Few-shot medical image classification with simple shape and texture text descriptors using vision-language models

Journal title

Bulletin of the Polish Academy of Sciences Technical Sciences

Yearbook

2025

Volume

73

Issue

3

Authors

Byra, Michał ; Rachmadi, Muhammad Febrian ; Skibbe, Henrik

Affiliation

Byra, Michał : RIKEN Center for Brain Science, Wako, Japan ; Byra, Michał : Institute of Fundamental Technological Research, Polish Academy of Sciences, Warsaw, Poland ; Rachmadi, Muhammad Febrian : RIKEN Center for Brain Science, Wako, Japan ; Rachmadi, Muhammad Febrian : Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia ; Skibbe, Henrik : RIKEN Center for Brain Science, Wako, Japan

Keywords

medical image classification ; vision-language models ; large language models ; few-shot learning

Divisions of PAS

Nauki Techniczne

Coverage

e153838

Date

10.03.2025

Type

Article

Identifier

DOI: 10.24425/bpasts.2025.153838 ; ISSN 2300-1917