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A non-invasive diagnostic approach for neuroblastoma utilizing preoperative enhanced computed tomography and deep learning techniques
Published 2025-04-01“…Early diagnosis is essential for effective patient management. Computed tomography (CT) serves as a significant diagnostic tool for neuroblastoma, utilizing machine vision imaging, which offers advantages over traditional X-ray and ultrasound imaging modalities. …”
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A novel algorithm for streamlined surgeon-dominated patient-specific implant design in computer-assisted jaw reconstruction
Published 2025-03-01“…This study introduces a novel algorithm designed to streamline the traditionally intricate and time-consuming Computer-Aided Design (CAD) process for developing patient-specific implants (PSIs). …”
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CLINICAL EVALUATION OF THE MANIFESTATIONS OF INTERSTITIAL LUNG INJURYIN SYSTEMIC SCLERODERMA FROM HIGH-RESOLUTION COMPUTER T OMOGRAPHY DATA
Published 2011-04-01“…Objective: to estimate the detection rate of interstitial lung injury (ILI) and to characterize its manifestations from high-resolution computed tomography (HRCT) data in patients with systemic scleroderma (SSD). …”
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Mapping the computational similarity of individual neurons within large-scale ensemble recordings using the SIMNETS analysis framework
Published 2025-08-01“…Here, we present the Similarity Networks (SIMNETS) analysis framework: an efficient and scalable pipeline designed to embed simultaneously recorded neurons into low dimensional maps according to the intrinsic relationship between their spike trains, making it possible to identify and visualize groups of neurons performing similar computations. The critical innovation is the use of pairwise spike train similarity (SSIM) matrices to capture the intrinsic relationship between the spike trains emitted by a neuron at different points in time (i.e., different experimental conditions), reflecting how the neuron responds to time-varying internal and external drives and making it possible to easily compare the information processing properties across neuronal populations. …”
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Enhancing DBSCAN Accuracy and Computational Efficiency Using Closest Access Point Pre-Clustering for Fingerprint-Based Localization
Published 2025-03-01“…This significantly reduces the computational burden of the cluster refinement process. …”
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Computer-aided diagnosis of hepatic cystic echinococcosis based on deep transfer learning features from ultrasound images
Published 2025-01-01“…The experiments followed 10 runs of the five-fold cross-validation process on a total of 1820 ultrasound images and the results were compared using Wilcoxon signed-rank test. …”
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Building a Computer Vocational Guidance System for Graduates of Secondary Educational Institutions Based on a Genetic Algorithm
Published 2020-06-01“…The authors propose to automate the process of identifying the tendency of secondary school graduates to a particular type of activity by building a vocational guidance system based on a genetic algorithm.Materials and methods. …”
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Optimization of Diagnostic and Treatment Tactics Regarding Impacted Lower Third Molars with the Employment of Author’s Program of Computer Modelling
Published 2015-09-01“…Therefore besides the convenience in using of the above mentioned program in everyday practice of experienced dental surgeon, it is highly valuable assistant for young specialists and is a great way of the visualization for students during the educational process. Conclusions. Planning of the operation of atypical removal of the lower third molars requires the consideration of a number of general-somatic and local clinical characteristics, the ability to interpret the anatomical structure of the tooth and the adjacent structures on X-ray diffraction and computer tomography, prediction of all possible complications for the safe operation and avoiding complications in the postoperative period, possession with a variety of surgical techniques. …”
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Assessment of Using 18F-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography in Patients with Carcinoma of Unknown Primary
Published 2021-09-01“…Objectives: to assess the possibility of using 18F-fluorodeoxyglucose positron emission tomography/computed tomography (PET/CT) in patients with carcinoma of unknown primary (CUP); to determine the effectiveness of PET/CT for detecting a primary tumor lesion in patients with a histologically verified diagnosis of CUP and the contribution of PET/CT procedure to the process of disease staging in these patients.Material and methods. …”
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Using multiple computer-predicted structures as molecular replacement models: application to the antiviral mini-protein LCB2
Published 2025-07-01“…In this report, we describe a set of structures of the engineered protein LCB2 that has been solved starting from different computer-predicted molecular replacement (MR) models. …”
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End-to-end deep fusion of hyperspectral imaging and computer vision techniques for rapid detection of wheat seed quality
Published 2025-09-01“…Hyperspectral imaging (HSI) and computer vision (CV) were employed to capture surface data from both the embryo (EM) and endosperm (EN). …”
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Correlations between symptoms, nasal endoscopy and computed tomography findings in patients with chronic rhinosinusitis without nasal polyps
Published 2020-01-01“…Chronic rhinosinusitis (CRS) is one of the most common chronic conditions that is diagnosed on the basis of the condition symptoms, nasal endoscopy and computed tomograhpy (CT) of the nose and paranasal sinuses. …”
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Clinical Validation of a Computed Tomography Image-Based Machine Learning Model for Segmentation and Quantification of Shoulder Muscles
Published 2025-07-01“…<b>Introduction</b>: We developed a computed tomography (CT)-based tool designed for automated segmentation of deltoid muscles, enabling quantification of radiomic features and muscle fatty infiltration. …”
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Computational Investigation of Long Free-Span Submarine Pipelines with Buoyancy Modules Using an Automated Python–Abaqus Framework
Published 2025-04-01“…The study included a verification process, providing a verification of the presented framework. …”
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Development of Artificial Intelligence-Based Programs for the Diagnosis of Myocarditis in COVID-19 Using Chest Computed Tomography Data»
Published 2024-09-01“…Currently, there is a lack of data on chest computed tomography (CT) for diagnosing myocarditis associated with COVID-19. …”
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