Dmitriy Usachev
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Does Whole Brain Radiomics on Multimodal Neuroimaging Make Sense in Neuro-Oncology? A Proof of Concept Study Open
Employing a whole-brain (WB) mask as a region of interest for extracting radiomic features is a feasible, albeit less common, approach in neuro-oncology research. This study aims to evaluate the relationship between WB radiomic features, d…
Enhancing Survival Prediction: The Potential of Whole-Brain Radiomics in Multimodal Neuroimaging Open
Radiomics shows promise in enhancing predictions of overall survival (OS) and progression-free survival (PFS) in patients with glial brain tumors. The prognostic significance of imaging biomarkers derived from a whole-brain mask is still u…
Predicting the Length of Stay in Neurosurgery with RuGPT-3 Language Model Open
In this study, we update the evaluation of the Russian GPT3 model presented in our previous paper in predicting the length of stay (LOS) in neurosurgery. We aimed to assess the performance the Russian GPT-3 (ruGPT-3) language model in LOS …
Length of Stay Prediction in Neurosurgery with Russian GPT-3 Language Model Compared to Human Expectations Open
Patients, relatives, doctors, and healthcare providers anticipate the evidence-based length of stay (LOS) prediction in neurosurgery. This study aimed to assess the quality of LOS prediction with the GPT3 language model upon the narrative …
Botulinum Toxin a Treatment of Delayed Facial Palsy in a Randomized Trial Open
Introduction: Delayed facial palsy (DFP) is a common complication appearing ≥3 days after neurosurgery. In cases where glucocorticoids are contraindicated, other treatments are needed. Methods: The efficacy of BoNT-A injections was evaluat…