Deep Learning-Assisted Diagnostic System: Apices and Odontogenic Sinus Floor Level Analysis in Dental Panoramic Radiographs by Pei-Yi Wu, Yuan-Jin Lin, Yu-Jen Chang, Sung-Tsun Wei, Chiung-An Chen, Kuo-Chen Li, Wei-Chen Tu, Patricia Angela R. Abu

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Bio-FM-Spray restoration of concrete pavement: Experimental investigation by Alireza Soleimanbeigi, Parham Hayati, Jafar Sobhani, Parvaneh Saffarian

“…The experimental results demonstrated that ACA index and healing efficiency was significantly influenced by treatment method and crack width. The FM spraying method showed superior performance in narrow cracks (0.5 mm), achieving approximately 97 % efficiency through C-S-H formation, while microbial treatments exhibited varying effectiveness through S. ureae demonstrated 66 % efficiency compared to 57 % for B. subtilis. …”
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Numerical-based theoretical investigation on the thermal efficiency of viscoplastic fluid suspended with ternary nanoparticles using the finite element approach by M. Nawaz, Abdelatif Salmi, Sayer Obaid Alharbi, A.S. Shflot

“…The study uses a computational method based on the finite element method (FEM) to examine the thermal efficiency of viscoplastic fluids containing ternary, di-, and mono-nanoparticles. …”
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Development of a sequential laser microdissection tissue cuts workflow for the spatial and quantitative analysis of drugs in fresh frozen tissue sections. by Elias Maris, Farid Jahouh, Kathleen Allaerts, Rob Vreeken

“…To combine compound quantification with spatial information on fresh frozen unstained tissue sections, laser (capture) microdissection has been used to isolate tissue sections for compound extraction and LC-MS/MS quantification. Although this method relying on manual ROIs selection is rather sensitive compared to traditional MSI methods, it lacks the throughput needed to screen entire tissue sections. …”
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Age-related changes of ocular blood flow detecting by laser speckle flowgraphy by N. V. Neroeva, O. V. Zaytseva, T. D. Okhotsimskaya, N. E. Shvetsova, O. I. Markelova

“…To date, there is no gold standard for measuring ocular perfusion. An innovative method for two-dimensional assessment of eye blood flow — laser speckle flowgraphy (LSFG) — has been developed recent years and implemented in ophthalmological practice.Purpose: to evaluate the possibilities of LSFG for determining ocular blood flow and to find out the age dependence of the obtained indicators of ocular blood flow.Materials and methods. …”
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SRP-CR: Semantic and Representational Priors for Diffusion-Based Cloud Removal by Zhentao Zou, Ze Zhang, Yue Zhou, Xue Jiang

“…Extensive experiments on three public datasets demonstrate the superior performance of the proposed method in comparison to existing state-of-the-art baselines.…”
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Classification of SD-OCT Volumes Using Local Binary Patterns: Experimental Validation for DME Detection by Guillaume Lemaître, Mojdeh Rastgoo, Joan Massich, Carol Y. Cheung, Tien Y. Wong, Ecosse Lamoureux, Dan Milea, Fabrice Mériaudeau, Désiré Sidibé

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Cross-Modal Augmented Transformer for Automated Medical Report Generation by Yuhao Tang, Ye Yuan, Fei Tao, Minghao Tang

“…This system mimics manual diagnostic methods by combining fine-grained semantic alignment with dual-stream decoders.…”
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Plantation and Wild Cranberry Vaccinium oxycoccos L. in the Southern White Sea Type Swamps by Svetlana B. Selyanina, Natalia A. Kutakova, Anastasiya I. Selyanina, Ivan N. Zubov, Kirill A. Kononov

“…To determine the moisture and ash content, as well as the amount of organic acids, generally accepted methods of analysis have been used; for the amount of ascorbic acid, the Tillmans method has been used. …”
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The Diagnostic Value of EEG Wave Trains for Distinguishing Immature Absence Seizures and Sleep Spindles: Evidence from the WAG/Rij Rat Model by Olga S. Sushkova, Alexei A. Morozov, Alexandra V. Gabova, Karine Yu. Sarkisova

“…The purpose of the present study was to develop a diagnostic method that allows us to precisely distinguish immature forms of epileptic seizures from background EEG and sleep spindles. …”
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Speech-Based Parkinson’s Detection Using Pre-Trained Self-Supervised Automatic Speech Recognition (ASR) Models and Supervised Contrastive Learning by Hadi Sedigh Malekroodi, Nuwan Madusanka, Byeong-il Lee, Myunggi Yi

“…We also employed a gradient-based method, Grad-CAM, to visualize important speech regions contributing to the models’ predictions. …”
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Optical wave patterns and chaotic dynamics of the variable coefficient fractional nonlinear Schrödinger equation: Analytical and numerical insights by Mahtab Uddin, Mohammed Kbiri Alaoui, Md. Mamunur Roshid, Golam Mostafa, Harun-Or-Roshid

“…This study looks into the variable coefficient third-order nonlinear Schrödinger equation (NLSE) with truncated M-fractional derivative in a methodical way. It focuses on chaotic dynamics, sensitivity analysis, and optical soliton solutions. …”
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A KeyBERT-Enhanced Pipeline for Electronic Information Curriculum Knowledge Graphs: Design, Evaluation, and Ontology Alignment by Guanghe Zhuang, Xiang Lu

“…This paper proposes a KeyBERT-based method for constructing a knowledge graph of the electronic information curriculum system, aiming to enhance the structured representation and relational analysis of educational content. …”
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The Current Condition of Coral Reef and Fish Diversity in Gosong Island, Southwest Aceh by Nurul Najmi, Ananingtyas S. Darmarini, Nanda Muhammad Razi, Mai Suriani, Samsul Kahar

“…Coral reef biophysical characteristics were collected by measuring water quality, calculating the percentage of coral coverage using the Point Intercept Transect (PIT) method, and the abundance of reef fish using the Underwater Fish Visual Census (UFVC) method. …”
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Anti-Collision Path Planning and Tracking of Autonomous Vehicle Based on Optimized Artificial Potential Field and Discrete LQR Algorithm by Chaoxia Zhang, Zhihao Chen, Xingjiao Li, Ting Zhao

“…This paper introduces an enhanced APF method to address challenges in automatic lane changing and collision avoidance for autonomous vehicles, targeting issues of infeasible target points, local optimization, inadequate safety margins, and instability when using DLQR. …”
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Comprehensive Quantitative Analysis of Coal-Based Liquids by Mask R-CNN-Assisted Two-Dimensional Gas Chromatography by Huan-Huan Fan, Xiang-Ling Wang, Jie Feng, Wen-Ying Li

“…Applying DL to analyze chromatograms improves analysis efficiency and provides a new method for analyzing GC × GC chromatograms, which is important for fast and accurate analysis.…”
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Exploiting facial side similarities to improve AI-driven sea turtle photo-identification systems by Lukáš Adam, Kostas Papafitsoros, Claire Jean, ALan F. Rees, Vojtěch Čermák

“…Both methods rank the similarity of the left and right profiles of the same individual higher than those of different individuals. …”
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Comparison of clinical effects of endoscopic powered osteotome and endoscopic powered drill for UBE-TLIF surgery by Wanlong Xu, Haipeng Si, Yulin Zhao

“…Clinical efficacy was evaluated using the visual analog scale (VAS) for lower back and limb pain, the Oswestry Disability Index (ODI), modified MacNab criteria, and the Brantigan and Steffee method for interbody fusion assessment. …”
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Lulu Filterized Lin’s correlative Theil-Sen regression-based fully connected deep multilayer perceptive neural network for eye gaze pattern recognition by Rathi K., Srinivasan K.

“…Explained result illustrates which LFLCTR-FCDMPNN method improves the accuracy of gaze pattern recognition and decreases the time consumption than the conventional prediction methods. …”
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Evaluation of Drug Adherence in Older Adults With Polypharmac by Farideh Bastani, Hamid Haghani, Mahdi Maleki

“…The participants were selected using a non-probability sampling method (continuous method with categorical proportional allocation). …”
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