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Sevval Nil Esirgun

As seen in: Nature, Wiley Online Library
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Articles

Generalist foundation models from a multimodal dataset for 3D computed tomography - Nature Biomedical Engineering

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By Sezgin Er, Chenyu Wang, Furkan Almas, Sevval Nil Esirgun, Irem Dogan, Benjamin Hou, Suprosanna Shit, Weicheng Dai, Murong Xu, Muhammed Furkan Dasdelen, Bastian Wittmann, Enis Simsar, Mehmet Simsar, Berkan Lafci, Ahmet Kaplan, Zhiyong Lu, Malgorzata Polacin, Bernhard Kainz, Christian Bluethgen, Kayhan Batmanghelich, Mehmet Özdemir, Bjoern Menze, Ibrahim Ethem Hamamci, Ayse Gulnihan Simsek, Omer Faruk Durugol, Hadrien Reynaud, Tamaz Amiranashvili, Emine Bensu Erdemir, Abdullah Alanbay, Anjany Sekuboyina
| Nature Verified
Abstract Advancements in medical imaging AI, particularly in 3D imaging, have been limited due to the scarcity of comprehensive datasets. We introduce CT-RATE, a public dataset that pairs 3D medical images with corresponding textual reports. CT-RATE comprises 25,692 non-contrast 3D chest CT scans from 21,304 unique patients. Each scan is accompanied by its corresponding radiology report.
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Association of environmental and behavioural factors with cardiovascular disease mortality

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By Mehmet Kocak, Bahadır Açıktepe, Sevval Nil Esirgun
| Wiley Online Library Verified
Introduction The circulatory system, including the cardiovascular system, is a vital network of organs and vessels responsible for transporting oxygen, nutrients, and waste products throughout the body. This system's efficient functioning is crucial for maintaining overall health. However, the prevalence of circulatory system diseases, such as coronary artery disease, heart failure, stroke, peripheral artery disease, and hypertension, poses significant health challenges globally and regionally.
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