Comparison of SVM, K-NN, RF, CART, and GNB Algorithms for Water Bodies Detection Using Sentinel-2 Level-2a Imagery in Nakhon Pathom, Thailand by Ni Putu Nita Nathalia, Gede Andra Rizqy Wijaya, Kadek Yota Ernanda Aryanto, Ni Putu Novita Puspa Dewi, Putu Hendra Saputra, Ni Putu Karisma Dewi, Mellisa Damayanti, Kadek Losinanda Prawira

“…Ground truth analysis is also conducted using the QGIS platform, which visualizes the classification results, with SVM providing the best visualization.…”
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TwinCons: Conservation score for uncovering deep sequence similarity and divergence. by Petar I Penev, Claudia Alvarez-Carreño, Eric Smith, Anton S Petrov, Loren Dean Williams

“…A signature is conserved within groups but differs between groups. The method automatically detects continuous characteristic stretches (segments) within alignments. …”
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A novel solid phase synthesis of an estradiol derivative and preclinical evaluation for targeting estrogen-receptor positive breast cancer by Subhani M. Okarvi

“…Additionally, PET imaging demonstrated good visualization of MCF-7 tumors in nude mice. Our results indicate that the 68Ga/177Lu-labeled estradiol derivative could serve as a promising radiopharmaceutical option for the effective targeting of MCF-7 tumors.…”
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Developing a Socioculturally Nuanced Systems Model of Childhood Obesity in Manhattan’s Chinese American Community via Group Model Building by Ewelina Swierad, Terry T.-K. Huang, Ellis Ballard, Karen Flórez, Sheng Li

“…GMB represents a novel method to understand the complexity of childhood obesity in culturally specific populations and contexts. …”
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One stage correction of anorectal malformations in newborns. by I. O. Makedonsky

“…Available merits of the described method: only one operation and general anesthesia is per­for­med, no risk of prolonged contamination by pathogenic flora of the urinary system through the fistula, potential risk of complications of laparotomy and colostomy decreases, fistula visualization in cystoscopy allows to avoid the X-ray.…”
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Improving Cerebrovascular Imaging with Deep Learning: Semantic Segmentation for Time-of-Flight Magnetic Resonance Angiography Maximum Intensity Projection Image Enhancement by Tomonari Yamada, Takaaki Yoshimura, Shota Ichikawa, Hiroyuki Sugimori

“…Using DeepLab v3+, a convolutional neural network model optimized for segmentation accuracy, the method achieved an average Dice Similarity Coefficient (DSC) of 0.9615 and an Intersection over Union (IoU) of 0.9261 across five-fold cross-validation. …”
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Preventing unrecognized esophageal intubation in the emergency department by John C. Sakles, Christopher Ross, George Kovacs

“…Capnography has been shown to be the most accurate method to determine tube placement after intubation. …”
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Urinary Bladder and Posterior Urethral Morphology in Voiding Cystourethrogram and Its Implications in Management and Prognosis of Posterior Urethral Valves by Manita Tamang, Manoj Kumar Mohanty, Aditya Arvind Manekar, Subrat Kumar Sahoo, Bikasha Bihary Tripathy

“…The diagnosis of PUV is made by visualization of the valve by cystoscopy, and for documenting PUV, voiding cystourethrogram (VCUG) remains the gold standard imaging method. …”
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RETRACTED: Simplicial Complex-Enhanced Manifold Embedding of Spatiotemporal Data for Structural Health Monitoring by Nan Xu, Zhiming Zhang, Yongming Liu

“…The proposed methodology effectively represents both intra-series and inter-series correlations in the low-dimensional embeddings, making it useful for classification and visualization. Numerical simulations and two benchmark experimental datasets validate the high accuracy of the proposed method in classifying different damage scenarios and preserving useful information for structural identification. …”
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ELECTRONIC CONTROL FOR FUEL SUPPLY OF DIESEL ENGINE ON THE BASIS OF PROGRAMMABLE PID-REGULATOR by A. G. Bakhanovich, V. A. Kusyak, A. N. Gurin, Van Ngia Le

“…Governor’s setting (proportional, integral and differential component) performed empirically using the classical Ziegler – Nichols method, based on the analysis of the safety factor of automatic control system. …”
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Exploring the primary drivers of innovation in fintech startups: a case of Sasai by M. Nyabeze, J. Muvingi

“…The literature and visualization research do not adequately address the role of financial regulations, the impact of fintech advancements in payments and financial services, or their future trajectory. …”
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Faster R-CNN-based Detection and Tracking of Hydrogen and Oxygen Bubbles in Alkaline Water Electrolysis by Kohei TOYAMA, Ryo KANEMOTO, Ryuta MISUMI, Takuto ARAKI, Shigenori MITSUSHIMA

“…Bubble diameter distribution, total volume, total number, and Sauter mean diameter were obtained and quantitatively assessed, and the relationships between current density and electrode diameter for both HER and OER have been discussed. This method enables accurate, rapid, and automatic quantitative evaluation of visualization results from various alkaline water electrolysis observations, which were previously difficult and labor-intensive to perform manually.…”
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Ultrasound Segmentation Using Semi-Supervised Learning: Application in Point-of-Care Sarcopenia Assessment by Hamza Rasaee, Maryia Samuel, Bahareh Behboodi, Jonathan Afilalo, Hassan Rivaz

“…Ultrasound imaging is crucial in medical diagnostics, offering real-time visualization of internal anatomical structures. However, accurate automatic segmentation of ultrasound images remains challenging, particularly in scenarios with limited labeled data. …”
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Effects of 12-week pilates reformer training on the biomechanics of Latin dance Cha-Cha circle chasing technique by Li Che, Yijia Zhou, Ying Wang

“…BackgroundPilates Reformer training is a scientifically validated method for enhancing body control. However, research on its application to improve the technical quality of Latin dance movements, particularly the Cha-Cha circular chase step, is limited. …”
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A bibliometric analysis of research trends in mesenchymal stem cell therapy for neonatal bronchopulmonary dysplasia: 2004–2024 by Lu Bai, Yue Xin

“…Despite the growing body of preclinical evidence, visualization of publication patterns reveals significant gaps between laboratory findings and clinical applications, with only 8.2% of publications reporting clinical outcomes. …”
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New imaging technologies for robotic kidney cancer surgery by Stefano Puliatti, Ahmed Eissa, Enrico Checcucci, Pietro Piazza, Marco Amato, Stefania Ferretti, Simone Scarcella, Juan Gomez Rivas, Mark Taratkin, Josè Marenco, Ines Belenchon Rivero, Karl-Friedrich Kowalewski, Giovanni Cacciamani, Ahmed El-Sherbiny, Ahmed Zoeir, Abdelhamid M. El-Bahnasy, Ruben De Groote, Alexandre Mottrie, Salvatore Micali

“…However, RAPN is a challenging procedure with a steep learning curve. Methods: In this narrative review, different imaging technologies used to guide and aid RAPN are discussed. …”
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Recombinase polymerase amplification combined with CRISPR/Cas12a technology for rapid on-site detection of duck adenovirus 3 by Qi-Zhang Liang, Wei Chen, Wei Chen, Yuhai Bi, Weiwei Wang, Rong-Chang Liu, Qiu-Ling Fu, Guang-Hua Fu, Long-Fei Cheng, Nan-Song Jiang, Ting Zhu, Hong-Mei Chen, Yu Huang

“…The RPA-CRISPR/Cas12a-LFS method, performed at 37°C, allowed for result visualization without sophisticated equipment. …”
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Burn inhalation injury and intubation with dexamethasone-eluting endotracheal tubes modulate local microbiome and alter airway inflammation by Gabriela Gonzales, Ronit Malka, Rena Bizios, Gregory R. Dion, Teja Guda, Teja Guda

“…A secondary aim is to assess the impact of localized dexamethasone delivery via a drug-eluting ETT to reduce laryngeal scarring.MethodsInhalation injury was developed in swine by administering heated air (150°C–160°C) under endoscopic visualization. …”
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Tips and Tricks in the Laparoscopic Treatment of Type I Duodenal Atresia: Description of a Technique by Salvatore Fabio Chiarenza, Maria Luisa Conighi, Valeria Bucci, Cosimo Bleve

“…Intraduodenal Indocyanine Green (ICG) visualization (under near-infrared light) was used in the last two cases. …”
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Effect of Medication Management at Home via Pharmacist-Led Home Televisits: Protocol for a Cluster Randomized Controlled Trial by Sheikh Rubana Hossain, Akanksha N Samant, Briana C Balsamo, Chelsea E Hawley, Michael C Zanchelli, Carolyn Zhu, Maria D Venegas, Marina Robertson, Megan B McCullough, Judith L Beizer, Kenneth S Boockvar, Albert L Siu, Lauren R Moo, William W Hung

“…Video visits have the potential to provide direct visualization of medications in older adults’ homes, thereby reducing medication discrepancy and increasing medication adherence. …”
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