Dynamic Snake Convolution Neural Network for Enhanced Image Super-Resolution by Weiqiang Xin, Ziang Wu, Qi Zhu, Tingting Bi, Bing Li, Chunwei Tian

“…In summary, the proposed DSCNN outperforms existing methods in both objective metrics and visual perception (e.g., our method achieved optimal PSNR and SSIM results on the Set5 <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mo>×</mo><mn>4</mn></mrow></semantics></math></inline-formula> dataset).…”
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Multi-Scale Differentiated Network with Spatial–Spectral Co-Operative Attention for Hyperspectral Image Denoising by Xueli Chang, Xiaodong Wang, Xiaoyu Huang, Meng Yan, Luxiao Cheng

“…The experimental results show that the proposed method outperforms state-of-the-art methods across several public datasets, exhibiting greater robustness and superior visual performance in tasks such as handling complex noise and recovering small targets.…”
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Machine learning-based prognostic prediction model of pneumonia-associated acute respiratory distress syndrome by Jing Lv, Juan Chen, Meijun Liu, Xue Dai, Wang Deng

“…ObjectiveThis study aimed to construct a machine learning predictive model for prognostic analysis of patients with p- ARDS.MethodsIn this single-center retrospective study, 230 patients with p- ARDS admitted to the RICU of the second affiliated hospital of Chongqing Medical University from January 2020 to November 2024 were included. …”
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Mem-based pangenome indexing for k-mer queries by Stephen Hwang, Nathaniel K. Brown, Omar Y. Ahmed, Katharine M. Jenike, Sam Kovaka, Michael C. Schatz, Ben Langmead

“…Abstract Pangenomes are growing in number and size, thanks to the prevalence of high-quality long-read assemblies. However, current methods for studying sequence composition and conservation within pangenomes have limitations. …”
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RECURRENT ANALYSIS OF ENERGY CONSUMPTION OF A METALLURGICAL ENTERPRISE by Anna Bakurova, Iryna Divocha, Kiyko Sergiy, Olesia Yuskiv

“… The subject of the study is the study of models and methods for short-term forecasting of energy consumption in power systems based on recurrent analysis of time series. …”
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A NEW APPROACH TO THE DOSING DEGREE OF ANTERIOR TRANSPOSITION OF THE INFERIOR OBLIQUE MUSCLE SURGERY FOR VERTICAL STRABISMUS by A. V. Tereshchenko, Ju. A. Beliy, I. G. Trifanenkova, A. A. Vydrina

“…The search for the optimal methods and principles of surgical  treatment of vertical strabismus caused by hyperfunction  of the inferior oblique muscle, testifies to the relevance of developing new approaches to eliminate hypertropia  depending  on its severit y.The purpose — to  develop  a  method  of dosing  the  degree of anterior transposition of the  inferior  oblique muscle  in the  surgical treatment of vertical  strabismus caused by hyperfunction  of the  inferior oblique muscle  depending  on severit y,  and  to  evaluate  its clinical efficacy.Patients And Methods. …”
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Association between optical coherence tomography and functionally severe stenosis assessed by quantitative flow ratio in coronary intermediate lesions. by Yuan Xue, Yuchen Zhang, Peng Wu, Yang Yang, Xin Lu, Haoyu Meng

“…<h4>Background</h4>Stenosis severity for an intermediate coronary lesion (ICL) demands comprehensive assessment methods. The relationship between optical coherence tomography (OCT) and coronary stenosis evaluated by quantitative flow ratio (QFR) remains to be discussed.…”
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Clinical and economic studies on pharmacotherapy of malignant neoplasms: the modeling approach by A. G. Tolkushin, S. K. Zyryanov, N. L. Pogudina, M. V. Davydovskaya

“…In so doing, we paid special attention to the model type, the modeling methodology, information on the effectiveness and cost, the cost elements, performance criteria, the assessment of the CeS final results, as well as the possibility of applying these results to the national healthcare system. We used the methods of generalization, systematization, as well as visual-graphical and mathematical modeling. …”
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The U-shaped relationship between serum osmolality and the risk of sepsis-associated delirium development: a retrospective study by Yipeng Fang, Hui Xie, Aizhen Dou, Yan Cui, Keliang Xie

“…The association between osmolality and delirium was visualized using both restricted cubic splines (RCS) and local weighted scatter plot smoothing (LOWESS) methods. …”
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Noninvasive Quantitative Compression Ultrasound Central Venous Pressure: A Clinical Pilot Study by Alex T. Jaffe, Roger Pallarès-López, Jeffrey K. Raines, Aaron D. Aguirre, Brian W. Anthony

“…To directly compare our method to JVP, we measured the percentage of patients whose uncertainty estimates for QCU methods and for JVP overlapped with their invasive CVP counterparts. …”
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Artificial Intelligence-Based Skin Lesion Analysis and Skin Cancer Detection by Momina Qureshi, Muhammad Athar Javed Sethi, Sayed Shahid Hussain

“… Advanced diagnostic methods are necessary for the early and precise diagnosis of skin cancer, a deadly disease that poses a danger. …”
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Optimal imaging time for Tc-99m phytate lymphoscintigraphy for sentinel lymph node mapping in patients with breast cancer by Ching-Chun Ho, Yu-Hung Chen, Shu-Hsin Liu, Hwa-Tsung Chen, Ming-Che Lee

“…Lymphoscintigraphy is one of the major methods used. The radioactive tracer used in Taiwan is Tc-99m phytate. …”
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Detection and Severity Assessment of Parkinson’s Disease Through Analyzing Wearable Sensor Data Using Gramian Angular Fields and Deep Convolutional Neural Networks by Sayyed Mostafa Mostafavi, Shovito Barua Soumma, Daniel Peterson, Shyamal H. Mehta, Hassan Ghasemzadeh

“…The current clinical methods for the diagnosis and severity assessment of PD rely on the visual and physical examination of subjects and identifying key disease motor signs and symptoms such as bradykinesia, rigidity, tremor, and postural instability. …”
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Contextual information based anomaly detection for multi-scene aerial videos by Girisha S, Ujjwal Verma, Manohara M M. Pai, Radhika M. Pai

“…The proposed method is extensively evaluated on the proposed UAV anomaly detection dataset and performs competitively with respect to state-of-the-art methods with an AUC of 0.712.…”
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Comparison of effectiveness of kyphoplasty and vertebroplasty in patients with osteoporotic vertebra fractures by Ahmet Ateş, Halil Can Gemalmaz, Mehmet Ali Deveci, Sezai Aykın Şimşek, Engin Çetin, Alpaslan Şenköylü

“…Objective: The aim of this study was to compare the functional and radiological outcomes of vertebroplasty and kyphoplasty in patients with osteoporotic vertebra fractures. Methods: The files of the patients who underwent vertebroplasty or kyphoplasty for osteoporotic vertebrae fractures were retrieved from the archives. …”
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Reliability of Reagent Strips for Semi-quantitative Measurement of Glucosuria in a Neonatal Intensive Care Setting by Jolita Bekhof, Boudewijn J. Kollen, Sjef van de Leur, Joke H. Kok, Irma H.L.M. van Straaten

“…Results: Agreement was excellent under all the different conditions (temperature, weighted kappa (κw) = 0.92; method of urine collection, κw = 0.88; time, p = 0.266). …”
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Enhancing Wearable Fall Detection System via Synthetic Data by Minakshi Debnath, Sana Alamgeer, Md Shahriar Kabir, Anne H. Ngu

“…To address this, we explore methods for generating realistic synthetic multivariate fall data to supplement limited real-world samples collected from three fall-related datasets: SmartFallMM, UniMib, and K-Fall. …”
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Morphological-Priors-Guided Network With Semantic Booster and Scalable Bins Module for Height Estimation From Single-View Remote Sensing Images by Tao Zhang, Furong Shi, Yuanping Zhu

“…Furthermore, extensive ablation studies demonstrate the contribution of each designed component in the proposed method.…”
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A Comparative Spatiotemporal Analysis for Long-Term Trends of Hydrometeorological Variables in Maritsa River Basin by Mehmet Seren Korkmaz, Kevser Merkür Başkesen, Ertuğrul Sunan

“…Trend increases were visualized using the graphical method ITA. Significant increasing trends in both monthly and annual precipitation and evapotranspiration reveal changes in the hydrological cycle of the basin. …”
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Developmental trends and knowledge frameworks in the application of radiomics in prostate cancer: a bibliometric analysis from 2000 to 2024 by Pan Hao, Ruiqiang Xin, Yancui Li, Xu Na, Xiaoyong Lv

“…Abstract Background This research utilized the bibliometrics method to analyze the published literature related to prostate cancer (PCa) imaging. …”
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