AutoTarget: Disease-Associated druggable target identification via node representation learning in PPI networks by Hyunseung Kong, Inyoung Kim, Byoung-Tak Zhang

“…This supports the method’s ability to capture biologically relevant information. …”
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Accurate prediction of synergistic drug combination using a multi-source information fusion framework by Shuting Jin, Huaze Long, Anqi Huang, Jianming Wang, Xuan Yu, Zhiwei Xu, Junlin Xu

“…Results We propose MultiSyn, a multi-source information integration method for the accurate prediction of synergistic drug combinations. …”
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Ultrasound and X-ray-cholangiography diagnostic of Mirizzi syndrome by O. I. Okhotnikov, M. V. Yakovleva

“…Biliary decompression was realised by percutaneous transhepatic cholangiostomy that was implemented under the combined ultrasonic and X-ray control by the Seldinger technique for self-locking pigtail drainages 8 F. As a method for direct visualization of the bile ducts was used antegrade cholangiography. …”
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NTMS based tractography and segmental diffusion analysis in patients with brainstem gliomas: Risk stratification and clinical potential by Lion Weiß, Fabia Roth, Pierre Rea-Ludmann, Tizian Rosenstock, Thomas Picht, Peter Vajkoczy, Anna Zdunczyk

“…Research question: Evaluate this method and assess it's clinical impact for the surgery of brainstem gliomas. …”
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The role of multispiral computed tomography in detecting and the assessment of the degree of damage of esophago-gastric junction cancer by V. N. Diomidova, A. N. Dmitrieva

“…To find out the abilities of multispiral computed tomography (MSCT) using intravenous bolus injection in detecting and preoperative esophago-gastric junction cancer staging in order to improve preoperative diagnosis of this pathological condition.Materials and methods. The patients, diagnosed esophago-gastric junction cancer (n1 = 76), esophagus (n2 = 27) and medically fit people’s (n3 = 30) findings of investigating have been analyzed. …”
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Iatrogenic Damage to the Radial Nerve During Osteosynthesis of the Humerus. Prevention, Diagnosis and Treatment by Y. A. Bogolyubsky, A. M. Fayn, A. V. Sachkov, I. I. Mazhorova, A. Y. Vaza, R. S. Titov, V. B. Bondarev, A. Y. Sergeyev

“…THE RELEVANCE is determined by the significant frequency of iatrogenic injuries of the radial nerve during internal osteosynthesis of the humerus, long-lasting functional disorders, a large number of unsatisfactory results, as well as the lack of a unified approach to diagnosis and treatment.MATERIAL AND METHODS. The causes of iatrogenic damage to the radial nerve were studied in 22 patients who underwent internal fixation during fractures of the humeral diaphysis. …”
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Ultrawideband high density polymer-based spherical array for real-time functional optoacoustic micro-angiography by Pavel V. Subochev, Xosé Luís Deán-Ben, Zhenyue Chen, Maxim B. Prudnikov, Vladimir A. Vorobev, Alexey A. Kurnikov, Anna G. Orlova, Anna S. Postnikova, Alexey V. Kharitonov, Mikhail D. Proyavin, Roman I. Ovsyannikov, Anatoly G. Sanin, Mikhail Y. Kirillin, Francisco Montero de Espinosa, Ilya V. Turchin, Daniel Razansky

“…Abstract Owing to its unique ability to capture volumetric tomographic information with a single light flash, optoacoustic (OA) tomography has recently demonstrated ultrafast imaging speeds ultimately limited by the ultrasound time-of-flight. The method’s scalability and the achievable spatial resolution are yet limited by the narrow bandwidth of piezo-composite arrays currently employed for OA signal detection. …”
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Revealing speckle obscured living human retinal cells with artificial intelligence assisted adaptive optics optical coherence tomography by Vineeta Das, Furu Zhang, Andrew J. Bower, Joanne Li, Tao Liu, Nancy Aguilera, Bruno Alvisio, Zhuolin Liu, Daniel X. Hammer, Johnny Tam

“…Methods Here, we introduce parallel discriminator generative adversarial network (P-GAN), an artificial intelligence (AI) method designed to recover speckle-obscured cellular features from a single AO-OCT volume, circumventing the need for acquiring a large number of volumes for averaging. …”
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Leveraging Sentinel-1/2 time series and deep learning for accurate forest tree species mapping by Jun Tan, Jing Li, Tianyue Ma, Xingguang Yan, Ziye Huo

“…Additionally, statistical and visualization methods were applied to SITS and model analysis. …”
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AI-Driven segmentation and morphogeometric profiling of epicardial adipose tissue in type 2 diabetes by Fan Feng, Abdallah I. Hasaballa, Ting Long, Xinyi Sun, Justin Fernandez, Carl-Johan Carlhäll, Jichao Zhao

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LULC-SegNet: Enhancing Land Use and Land Cover Semantic Segmentation with Denoising Diffusion Feature Fusion by Zongwen Shi, Junfu Fan, Yujie Du, Yuke Zhou, Yi Zhang

“…The LULC-SegNet excels in multiple key performance indicators compared to existing advanced semantic segmentation methods. Specifically, the network achieved remarkable scores of 80.25% in the mean intersection over union (MIOU) and 93.92% in the F1 score, surpassing current technologies. …”
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Klasifikasi Siswa Slow Learner untuk Mendukung Sekolah dalam Meningkatkan Pemahaman Siswa Menggunakan Algoritma Naïve Bayes by Abdul Harris Wicaksono, Ahmad Afif Supianto, Satrio Hadi Wijoyo, Didik Krisnandi, Ana Heryana

“…The study used naive bayes algorithms for classification and cross validation of 10 folds as a testing method. The test result obtained an accuracy score of 0.92857, precison of 0.94736, recall of 0.97297 , and F-measure of 0.96 and dashboard visualization test results using the System Usability Scale questionnaire which resulted in a score of 71.75 or acceptable. …”
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ANALYSIS OF THE DEMOGRAPHIC SITUATION AND DEMOGRAPHIC SAFETY OF THE RURAL POPULATION: A CASE STUDY OF UKRAINE by Oksana GRYTSYNA, Volodymyr SARIOGLO, Tetiana KOTENKO, Oksana DYAKONENKO, Olha SHOLUDKO, Lyubov SYNYAVSKA, Oksana RUBAI

“…In the process of preparing the article, we used abstract-logical, mathematical-statistical, visualization and econometric methods of scientific research. …”
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Zero-shot classification with multi-model information interaction and its application in Mars exploration scenarios by TAN Xiaomeng, XI Bobo, XUE Changbin, LI Yunsong

“…To address the issue that traditional Mars image classification methods based on images do not perform well in the face of the complex and unknown environment of Mars and the frequent occurrence of unseen categories, a zero-shot classification algorithm of multi-modal information interaction was studied and the migration and optimization of the algorithm to the field of deep space exploration was explored. …”
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Modeling flood zones on the basis of time series forecasting and GIS-technologies by the example of the Republic of Bashkortostan by E.V. Palchevsky, V.V. Antonov, L.E. Rodionova, L.A. Kromina, A.R. Fakhrullina

“…Abstract: A specialized GIS Web is proposed, implemented by integrating an artificial neural network and geotechnologies and providing early forecasting and modeling of flood zones up to five days in advance. The methods and algorithms implemented within this GIS Web allow daily forecasting of time series based on retrospective data on water levels and total water inflow, air and water temperature, snow cover thickness and precipitation, wind speed and atmospheric pressure. …”
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Проблема инфицирования эндодонта: современный взгляд на микробную биопленку (обзор литературы)

“…This review describes the process of biofilm formation, highlights the importance of bacterial associations with surfaces in clinical settings and describes various methods for biofilm visualization and control. Presented here are the current problems related to bacterium biofilms; current concepts of biofilm formation, persistence, and interactions with the host immune system; and emerging technologies for controlling medical biofilms.…”
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Successful endotracheal intubation guided by tracheal ultrasonography in a critical patient with a difficult airway by Behnan Gulunay

“…Endotracheal intubation, although common, poses challenges in patients with difficult airways. Traditional methods for confirming tube placement, particularly during CPR, can be unreliable. …”
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Efficiency of tourist and recreational complex as a factor of territorial development (in case of Russian Azov sea coast) by Ksenia Vladimirovna Kushnir, Olga Vasilyevna Ivliyeva

“…The article defines the criteria and assesses the indicators of the level of tourism development and social-economic well-being of the municipal areas of the Eastern Priazovye by technique of the multidimensional comparative analysis with mathematical methods of standardization indicators. It was identiied the areas with a high level of tourism development and the areas that require the revitalization of the tourism industry. …”
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Advancing Bladder Cancer Biomarker Discovery: Integrating Mass Spectrometry and Molecular Imaging by Vadanasundari Vedarethinam

“…The integration of these technologies addresses the limitations of invasive diagnostic methods and paves the way for precision oncology. …”
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Potential of magnetic-resonance tomography in differential diagnostics of liver cirrhosis and hepatocellular carcinoma by Ye. A. Kulyushina

“…Advantage of various modes of the study in diagnostics of focal lesions in liver is substantial increase of sensitivity of used methods.Conclusion. At suspicion for volume lesions of the liver and cirrhosis MRI is justified and brings important diagnostic information, especially with application of contrast agents.…”
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