Gleb Danilov

Orcid: 0000-0003-1442-5993

According to our database1, Gleb Danilov authored at least 26 papers between 2015 and 2024.

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

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
Reproducibility of Radiomic Features in Glial Brain Tumors.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Computer Vision for Assessing Surgical Movements in Neurosurgery.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023
The Assessment of Glioblastoma Metabolic Activity via <sup>11</sup>C-Methionine PET and Radiomics.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Radiogenomics in NF2-Associated Schwannomatosis (Neurofibromatosis Type II): Exploratory Data Analysis.
Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

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

Radiomics Enhances Diagnostic and Prognostic Value of Diffusion Kurtosis Imaging in Diffuse Axonal Injury.
Proceedings of the Telehealth Ecosystems in Practice, 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

Artificial Intelligence: On the Way to Doctor's Trust.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 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
Predicting the Increase in Postoperative Motor Deficits in Patients with Supratentorial Gliomas Using Machine Learning Methods.
Proceedings of the Supplementary Proceedings of the XXIII International Conference on Data Analytics and Management in Data Intensive Domains, 2021

Inter-Rater Reliability of Unstructured Text Labeling: Artificially vs. Naturally Intelligent Approaches.
Proceedings of the Public Health and Informatics, 2021

The Classification of Short Scientific Texts Using Pretrained BERT Model.
Proceedings of the Public Health and Informatics, 2021

The Classification of Scientific Abstracts Using Text Statistical Features.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Noninvasive Glioma Grading with Deep Learning: A Pilot Study.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Prediction of Postoperative Speech Dysfunction Based on Cortico-Cortical Evoked Potentials and Machine Learning.
Proceedings of the Informatics and Technology in Clinical Care and Public Health, 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

Semiautomatic Identification of Pulmonary Embolism in Electronic Health Records Through Sentence Labeling.
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

2018
Diagnostic Games as a Teaching Tool.
Proceedings of the Data, 2018

2015
Electronic patient records system as a monitoring tool.
Proceedings of the Digital Healthcare Empowering Europeans, 2015


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