| Healthcare-associated ventriculitis and meningitis in a neuro-ICU: incidence and risk factors selected by machine learning approach I Savin, K Ershova, N Kurdyumova, O Ershova, O Khomenko, G Danilov, ... Journal of critical care 45, 95-104, 2018 | 57 | 2018 |
| Classification of intracranial hemorrhage subtypes using deep learning on CT scans J Mantas The importance of health informatics in public health during a pandemic 272, 370, 2020 | 48 | 2020 |
| Implementing an infection control and prevention program decreases the incidence of healthcare-associated infections and antibiotic resistance in a Russian neuro-ICU K Ershova, I Savin, N Kurdyumova, D Wong, G Danilov, M Shifrin, ... Antimicrobial Resistance & Infection Control 7, 1-11, 2018 | 47 | 2018 |
| A comparison of approaches to providing patients access to summary care records across old and new europe: an exploration of facilitators and barriers to implementation S de Lusignan, P Ross, M Shifrin, M Hercigonja-Szekeres, B Seroussi MEDINFO 2013, 397-401, 2013 | 38 | 2013 |
| Artificial intelligence in neurosurgery: a systematic review using topic modeling. Part I: major research areas GV Danilov, MA Shifrin, KV Kotik, TA Ishankulov, YN Orlov, AS Kulikov, ... Современные технологии в медицине 12 (5 (eng)), 106-112, 2020 | 25 | 2020 |
| Incorporating task-specific structural knowledge into CNNs for brain midline shift detection M Pisov, M Goncharov, N Kurochkina, S Morozov, V Gombolevskiy, ... Interpretability of Machine Intelligence in Medical Image Computing and …, 2019 | 23 | 2019 |
| Prediction of postoperative hospital stay with deep learning based on 101 654 operative reports in neurosurgery G Danilov, K Kotik, M Shifrin, U Strunina, T Pronkina, A Potapov ICT for Health Science Research, 125-129, 2019 | 23 | 2019 |
| An Information Extraction Algorithm for Detecting Adverse Events in Neurosurgery Using Documents Written in a Natural Rich-in-Morphology Language. G Danilov, MA Shifrin, U Strunina, T Pronkina, A Potapov ICIMTH, 194-197, 2019 | 19 | 2019 |
| Knowledge discovery from microbiology data: many-sided analysis of antibiotic resistance in nosocomial infections M Pechenizkiy, A Tsymbal, S Puuronen, M Shifrin, I Alexandrova Professional Knowledge Management: Third Biennial Conference, WM 2005 …, 2005 | 13 | 2005 |
| Artificial intelligence technologies in neurosurgery: a systematic literature review using topic modeling. Part II: Research objectives and perspectives GV Danilov, MA Shifrin, KV Kotik, TA Ishankulov, YN Orlov, AS Kulikov, ... Современные технологии в медицине 12 (6 (eng)), 111-118, 2020 | 12 | 2020 |
| Predicting postoperative hospital stay in neurosurgery with recurrent neural networks based on operative reports G Danilov, K Kotik, M Shifrin, U Strunina, T Pronkina, A Potapov Digital Personalized Health and Medicine, 382-386, 2020 | 11 | 2020 |
| Features of the course of nosocomial meningitis in patients of neurosurgical intensive care unit NV Kurdyumova, GV Danilov, ON Ershova, IA Savin, EY Sokolova, ... Zhurnal voprosy neirokhirurgii imeni NN Burdenko 79 (3), 55-59, 2015 | 10 | 2015 |
| Length of stay prediction in neurosurgery with Russian GPT-3 language model compared to human expectations J Mantas Informatics and Technology in Clinical Care and Public Health, 156, 2022 | 9 | 2022 |
| Electronic patient records system as a monitoring tool. MA Shifrin, N Kurdumova, G Danilov, O Ershova, I Savin, I Alexandrova, ... MIE, 236-238, 2015 | 9 | 2015 |
| A sustainability view on the EPR system of NN Burdenko Neurosurgical Institute MA Shifrin, EE Kalinina, ED Kalinin Studies in health technology and informatics 129 (2), 1214, 2007 | 9 | 2007 |
| Web-service medical messenger–intelligent algorithm of remote counseling N Shklovskiy-Kordi, R Borodin, B Zingerman, M Shifrin, O Kremenetskaya, ... Health Information Science: 7th International Conference, HIS 2018, Cairns …, 2018 | 8 | 2018 |
| Web-service medical messenger–intelligent algorithm of remote counseling N Shklovskiy-Kordi, R Borodin, B Zingerman, M Shifrin, O Kremenetskaya, ... Health Information Science: 7th International Conference, HIS 2018, Cairns …, 2018 | 8 | 2018 |
| Diagnostic Games, a Tool for Clinical Experience Formalization in Interactive" Physician--IT-specialist" Framework MA Shifrin, OB Belousova, EI Kasparova Twentieth IEEE International Symposium on Computer-Based Medical Systems …, 2007 | 8 | 2007 |
| Semiautomated approach for muscle weakness detection in clinical texts G Danilov, M Shifrin, Y Strunina, K Kotik, T Tsukanova, T Pronkina, ... The Importance of Health Informatics in Public Health during a Pandemic, 55-58, 2020 | 7 | 2020 |
| Cisterna magna arachnoid membrane suturing decreases incidence of pseudomeningocele formation and incisional CSF leakage D Pitskhelauri, E Kudieva, D Moshchev, E Ananev, M Shifrin, G Danilov, ... Acta neurochirurgica 160, 1079-1087, 2018 | 7 | 2018 |
