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]

Authors

Gleb Danilov

This author has not been identified. Look up 'Gleb Danilov' in Google

Konstantin Kotik

This author has not been identified. Look up 'Konstantin Kotik' in Google

Michael Shifrin

This author has not been identified. Look up 'Michael Shifrin' in Google

Yulia Strunina

This author has not been identified. Look up 'Yulia Strunina' in Google

Tatiana Pronkina

This author has not been identified. Look up 'Tatiana Pronkina' in Google

Tatiana Tsukanova

This author has not been identified. Look up 'Tatiana Tsukanova' in Google

Vladimir Nepomnyashiy

This author has not been identified. Look up 'Vladimir Nepomnyashiy' in Google

Nikolay Konovalov

This author has not been identified. Look up 'Nikolay Konovalov' in Google

Valeriy Danilov

This author has not been identified. Look up 'Valeriy Danilov' in Google

Alexander Potapov

This author has not been identified. Look up 'Alexander Potapov' in Google