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Application of data science methods, including machine learning, in the classification of focal lesions in the thyroid gland Cover

Application of data science methods, including machine learning, in the classification of focal lesions in the thyroid gland

Journal of Ultrasonography
Volume 25 (2025): Issue 103 (October 2025)
By: Paweł Mariusz Gadzicki,  Małgorzata Krzywicka,  Katarzyna Dobruch-Sobczak,  Bartosz Migda,  Ewelina Szczepanek-Parulska,  Agnieszka Wosiak and  Zbigniew Adamczewski  
Open Access
|Dec 2025

Authors

Paweł Mariusz Gadzicki

pawel.gadzicki@umed.lodz.pl

Department of Nuclear Medicine, Medical University of Lodz, Poland

Małgorzata Krzywicka

Institute of Information Technology, Lodz University of Technology, Poland

Katarzyna Dobruch-Sobczak

Radiology Department II, The Maria Skłodowska-Curie National Research Institute of Oncology, Poland

Bartosz Migda

Diagnostic Ultrasound Lab, Department of Pediatric Radiology, Medical University of Warsaw, Poland

Ewelina Szczepanek-Parulska

Department of Endocrinology, Metabolism and Internal Medicine, Poznan University of Medical Sciences, Poland

Agnieszka Wosiak

Institute of Information Technology, Lodz University of Technology, Poland

Zbigniew Adamczewski

Department of Nuclear Medicine, Medical University of Lodz, Poland
DOI: https://doi.org/10.15557/jou.2025.0036 | Journal eISSN: 2451-070X | Journal ISSN: 2084-8404
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Language: English
Submitted on: Jul 8, 2025
|
Accepted on: Dec 16, 2025
|
Published on: Dec 31, 2025
Published by: MEDICAL COMMUNICATIONS Sp. z o.o.
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
thyroid cancer,
machine learning,
AI,
classification of focal lesions
Related subjects:
Medicine,
Basic medical science,
Basic medical science, other

© 2025 Paweł Mariusz Gadzicki, Małgorzata Krzywicka, Katarzyna Dobruch-Sobczak, Bartosz Migda, Ewelina Szczepanek-Parulska, Agnieszka Wosiak, Zbigniew Adamczewski, published by MEDICAL COMMUNICATIONS Sp. z o.o.
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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