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  • Факторы, влияющие на вероятность возникновения рецидива болезни Иценко-Кушинга в течение трех лет после успешного нейрохирургического лечения
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News
July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
July 20, 2026
‘Science Is Universal-It Knows No Borders
Fuad Aleskerov, Tenured Professor and Director of the International Centre of Decision Choice and Analysis at HSE University, together with his colleagues, has developed methods of network analysis in bibliometrics that have made it possible to identify patterns in the appearance and citation of publications in academic journals, as well as their influence on each other. When one or a number of studies are frequently cited by a wide range of journals, this is an indicator that the research is of high quality. By contrast, extensive cross-citation within a limited group of journals increases the likelihood of identifying a network of predatory publications.
July 20, 2026
Scientists Propose Method for More Efficient Resource Use in Machine Learning
An international group of researchers, including mathematicians from the AI and Digital Science Institute at the HSE Faculty of Computer Science, has provided a theoretical justification for a simple and computationally efficient method of estimating uncertainty in Stochastic Gradient Descent (SGD). The paper has been published on the scientific preprint server arXiv.org and presented at AISTATS 2026.

 

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Факторы, влияющие на вероятность возникновения рецидива болезни Иценко-Кушинга в течение трех лет после успешного нейрохирургического лечения

Эндокринная хирургия. 2018. Т. 12. № 2. С. 70–80.
Надеждина Е. Ю., Rebrova O., Иващенко О. В., Азизян В. Н., Арапова С. Д., Григорьев А. Ю.

Background. Cushing's disease (СD) is а severe neuroendocrine disease that can rapidly progress with the development of severe complications of hypercorticism requiring immediate treatment. The main method of treatment is a neurosurgical operation, the effectiveness of which at the present time can reach 80% or more, however, about a quarter of patients after successful neurosurgical treatment experience reccurence. Aim. The analysis of prognostic factors potentially affecting the occurrence of recurrence of CD after successful primary transnasal adenomectomy. Material and methods. A retrospective monocenter comparative study of treatment outcomes in 219 patients (32 men, 187 women) with confirmed diagnosis of Cushing's disease who underwent endoscopic transsphenoidal adenomectomy between 2007 and 2014 was performed. The inclusion criteria were: the absence of previous pathogenetic treatment for this disease and the development of remission of the disease in the early postoperative period. The duration of follow-up period was three years and more. We used methods of statistical comparison of groups, including survival analysis and ROC-analysis. Results. Within 3 years the remission was preserved in 172 patients, the recurrence of Cushing's disease developed in 47 patients (21.5% [16%; 28%]). The probability of CD recurrence was associated with morning levels of ACTH and cortisol and evening ACTH in the early postoperative period. As a result of the ROC-analysis for morning ACTH and cortisol, the optimal cutting points were 7 pg/ml and 123 nmol/l respectively. In patients with ACTH level less than 7 pg/ml, three years recurrence appeared to be 7%, 95% CI [3%, 14%], while at the level of ≥7 pg/ml recurrence was observed in 31% [23%, 40%] cases, RR 0.22 [0.09; 0.51], ОR - 0.16 [0.06; 0.43]. In patients with cortisol level below 123 nmol/l the recurrence developed in 13% [9%, 20%] of cases, while in patients with cortisol level ≥123 nmol/l, recurrence was equal to 45% [32%, 59%], RR 0.29 [0.18; 0.50], ОR - 0.19 [0.09; 0.39]. Conclusion. The development of adrenal insufficiency (a decrease in ACTH level less than 7 pg/ml and cortisol level less than 123 nmol/l) statistically significantly reduces the probability of the recurrence of CD within three years after surgery.

Research target: Computer Science Medical Technologies Clinical Medicine Health Studies
Language: Russian
DOI
Text on another site
Keywords: прогнозированиеrecurrenceрецидивpredictionCushing diseaseremissionneuroendoscopyболезнь Иценко-Кушинганейроэндоскопияремиссия
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