Data Quality Estimation Via Model Performance: Machine Learning as a Validation Tool

Gleb Danilov, Konstantin Kotik, Michael Shifrin, Yulia Strunina, Tatiana Pronkina, Tatiana Tsukanova, Vladimir Nepomnyashiy, Nikolay Konovalov, Valeriy Danilov, Alexander Potapov. Data Quality Estimation Via Model Performance: Machine Learning as a Validation Tool. In John Mantas, Parisis Gallos, Emmanouil Zoulias, Arie Hasman, Mowafa S. Househ, Martha Charalampidou, Andriana Magdalinou, editors, Healthcare Transformation with Informatics and Artificial Intelligence, ICIMTH 2023, 21st International Conference on Informatics, Management, and Technology in Healthcare, Athens, Greece, from 1-3 July 2023. Volume 305 of Studies in Health Technology and Informatics, pages 369-372, IOS Press, 2023. [doi]

Abstract

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