Uliya Strunina

According to our database1, Uliya Strunina authored at least 11 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Data Quality Estimation Via Model Performance: Machine Learning as a Validation Tool.
Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

2022
The Prediction of Functional Outcome After Microsurgical Treatment of Unruptured Intracranial Aneurysm Based on Machine Learning.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Predicting the Length of Stay in Neurosurgery with RuGPT-3 Language Model.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

Multinomial Classification of Neurosurgical Operations Using Gradient Boosting and Deep Learning Algorithms.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

2021
Length of Stay Prediction in Neurosurgery with Russian GPT-3 Language Model Compared to Human Expectations.
Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

A Comparison of Word Embeddings to Study Complications in Neurosurgery.
Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

Best Research Practice Implementation: The Experience of the N.N. Burdenko National Medical Research Center of Neurosurgery.
Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021

2020
Detection of Muscle Weakness in Medical Texts Using Natural Language Processing.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Predicting Postoperative Hospital Stay in Neurosurgery with Recurrent Neural Networks Based on Operative Reports.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

2019
An Information Extraction Algorithm for Detecting Adverse Events in Neurosurgery Using Documents Written in a Natural Rich-in-Morphology Language.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

Prediction of Postoperative Hospital Stay with Deep Learning Based on 101 654 Operative Reports in Neurosurgery.
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019


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