Generalist foundation models from a multimodal dataset for 3D computed tomography

Nature Biomedical Engineering 2026 Open access

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Authors: Ibrahim Ethem Hamamci, Sezgin Er, Chenyu Wang, Furkan Almas, Ayse Gulnihan Simsek, Sevval Nil Esirgün, İrem Doğan, Omer Faruk Durugol, Benjamin Hou, Suprosanna Shit, Weicheng Dai, Murong Xu
+18 more Hadrien Reynaud, Muhammed Furkan Dasdelen, Bastian Wittmann, Tamaz Amiranashvili, Enis Simsar, Mehmet Simsar, Emine Bensu Erdemir, Abdullah Alanbay, Anjany Sekuboyina, Berkan Lafci, Ahmet Kaplan, Zhiyong Lu, Malgorzata Polacin, Bernhard Kainz, Christian Bluethgen, Kayhan Batmanghelich, Mehmet Kemal Özdemir, Bjoern Menze
DOI: 10.1038/s41551-025-01599-y
Cited by: 44
References: 69

Fields of Study & Subjects

Lung Cancer Diagnosis and Treatment Medical Imaging Techniques and Applications Radiomics and Machine Learning in Medical Imaging

Publication details

Journal / source
Nature Biomedical Engineering
Publisher
Springer Science and Business Media LLC
Volume
10
Issue
8
Pages
1610–1628
Publication date
12 February 2026
Language
EN