Ivan A. Blokhin

Russian Research Center for Molecular Diagnostics and Therapy — Russia

Medicine · Health Sciences

11h-index739citations84works1.42yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(35), COVID-19 diagnosis using AI(24), Advanced X-ray and CT Imaging(20), Lung Cancer Diagnosis and Treatment(15), Artificial Intelligence in Healthcare and Education(11)

Publications83 total

Use of Fleischner Society criteria for assessment of pulmonary nodules on computed tomography: practice guidelines
Digital Diagnostics·2025Open Access
Development and Validation of a Questionnaire to Evaluate AI-Generated Summaries for Radiologists: ELEGANCE (Expert-Led Evaluation of Generative AI Competence and ExcelleNCE)
AI·2025Open Access
Assessing the quality of large generative models for basic healthcare applications
Vrach i informacionnye tehnologii·2025Open Access
Consensus-based labeling algorithms for texture analysis of prostate lesions
Digital Diagnostics·2025Open Access
Opportunistic screening for osteoporosis using artificial intelligence-based morphometric analysis of chest computed tomography images: a retrospective multi-center study in Russia leveraging the COVID-19 pandemic
Asian Spine Journal·2025· 5 citedOpen Access
Priority Imaging Technique in Patients with Head and Neck Cancer and Dental Hardware: a Literature Review
Medical Radiology and radiation safety·2025Open Access
Application of radiomics in osteoporosis detection — current capabilities and future prospects (a review)
Digital Diagnostics·2025Open Access
AUTOMATED OPPORTUNISTIC CT-SCREENING OF ABDOMINAL AORTIC ANEURYSMS USING ARTIFICIAL INTELLIGENCE: PROSPECTS AND CHALLENGES (LITERATURE REVIEW)
Complex Issues of Cardiovascular Diseases·2025Open Access
Assessing the probability of metastatic mediastinal lymph node involvement in patients with non small cell lung cancer using convolutional neural networks on chest computed tomography
Digital Diagnostics·2024Open Access
Development and Validation of a Questionnaire to Assess the Radiologists’ Views on the Implementation of Artificial Intelligence in Radiology (ATRAI-14)
Healthcare·2024· 2 citedOpen Access
Review of meta-analyses on the use of artificial intelligence in radiology
Medical Visualization·2024· 8 citedOpen Access
Automatic Lymph Nodes Segmentation and Histological Status Classification on Computed Tomography Scans Using Convolutional Neural Network
2024Open Access
Results of the work of the Reference center for diagnostic radiology with using telemedicine technology
Health Care of the Russian Federation·2024· 4 citedOpen Access
Priority radiomic parameters for computed tomography of head and neck malignancies: A systematic review
Digital Diagnostics·2024Open Access
Effects of genome instability under irradiation in different CT scanning modes. Results of ex vivo pilot cohort study
Hygiene and Sanitation·2023Open Access
Influence of liver attenuation on the severity of course COVID-19: a retrospective cohort study
Meditsinskiy sovet = Medical Council·2023Open Access
Zinner Syndrome: Case Series and Literature Review
The Russian Archives of Internal Medicine·2023Open Access
COVID-19 impact on liver attenuation by computed tomography: a retrospective cohort study
Siberian Journal of Clinical and Experimental Medicine·2023· 1 citedOpen Access
Possibilities of densitometry in the assessment of diffuse changes in the lung parenchyma
Siberian Journal of Clinical and Experimental Medicine·2023Open Access
Erratum in “Volumetry versus linear diameter lung nodule measurement: an ultra-low-dose computed tomography lung cancer screening study” (doi: 10.17816/DD117481)
Digital Diagnostics·2023· 1 citedOpen Access
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Frequent Co-authors

С. П. Морозов(25), Victor А. Gombolevskiy(23), Anton V. Vladzymyrskyy(17), Roman V. Reshetnikov(17), Valeria Chernina(16), А. P. Gonchar(12), А. Е. Николаев(9), Yuriy А. Vasilev(9), Olga V. Omelyanskaya(9), Pavel Gelezhe(8), Anna Andreychenko(6), Yuliya F. Shumskaya(6), N. V. Ledikhova(5), Maria R. Kodenko(5), Maria M. Suchilova(5), О. А. Мокиенко(4), Л. А. Низовцова(4), N. S. Kulberg(3), Kirill M. Arzamasov(3), A. V. Petraikin(3)