BBB proteomic analysis reveals that complex febrile seizures in infancy enhance susceptibility to epilepsy in adulthood through dysregulation of ECM-receptor interaction signaling... by Qian Wang, Liangyu Pan, Siruan Chen, Yuyu Zhang, Guangyuan Liu, Yiying Wu, Xia Qin, Panpan Zhang, Wei Zhang, Jianghua Zhang, Dezhi Kong

“…Subsequently, the bioinformatic analyses were performed using ClusterProfiler, STRING, Gene Set Enrichment Analysis (GSEA), etc. The enriched pathways, changes in the expression of BBB-related proteins, and alterations in metabolites including certain neurotransmitters were subsequently validated by Western Blotting, quantitative real-time polymerase chain reaction (qRT-PCR), and mass spectrometric imaging (MSI). …”
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Microstructural integrity of autonomic central nervous tracts is linked to cardiovascular health by Janis M. Nolde, Alexander Rau, Elias Kellner, Horst Urbach, Cornelius Weiller, Fabian Bamberg, Jakob Weiss, Marco Reisert, Jonas A. Hosp

“…Methods: The microstructural integrity of the CAN was evaluated using magnetic resonance imaging (MRI) of the brain from the population-based UK Biobank study applying previously developed diffusion imaging data-processing techniques. …”
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Predicting steady degradation in ship power system: A deep learning approach based on comprehensive monitoring parameters by Xingshan Chang, Xiaojian Xu, Bohua Qiu, Muheng Wei, Xinping Yan, Jie Liu

“…Addressing the challenge of predicting the SD process, this study introduces the YC2Model, a system‐level predictive method that integrates encoding time slice data to images (ETSD2I) with a convolutional neural network and Transformer. …”
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DAFDM: A Discerning Deep Learning Model for Active Fire Detection Based on Landsat-8 Imagery by Xu Gao, Wenzhong Shi, Min Zhang, Lukang Wang

“…Deep learning (DL) technologies, which can extract deep features from images, offer a new solution for efficiently detecting AF. …”
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Emotion Estimation Using Noncontact Environmental Sensing with Machine and Deep Learning Models by Tsumugi Isogami, Nobuyoshi Komuro

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Decentralizing video copyright protection: a novel blockchain-enabled framework with performance evaluation by Sri Lakshmi Madapati, Nihar Ranjan Pradhan

“…The designed smart contract performs copyright checks and release copyright disputes by generating and comparing perceptual hash’s (Phash) for original video and modified video.DiscussionPhash techniques play a crucial role in multimedia content analysis, particularly in verifying the integrity and similarity of the video data under various transformations. …”
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Tourism marketing: Channel, factor, and strategy for foreign market share in Badung Regency by Nyoman Ariana, I Ketut Sutama, Ida Bagus Gde Pujaastawa, Agung Suryawan Wiranatha, I Gusti Bagus Arya Yudiastina, Wayan Agung Panca P

“…Data analysis used Importance Performance Analysis (IPA) and Analytical. …”
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Class-weighted Dempster–Shafer in dual-level fusion for multimodal fake real estate listings detection by Maifuza Mohd Amin, Nor Samsiah Sani, Mohammad Faidzul Nasrudin

“…The dual-level fusion allows the integration of detailed features from text and image data to be performed at an early stage, followed by the metadata fusion at the decision stage in order to obtain a more comprehensive final classification. …”
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Automating skin cancer screening: a deep learning by Nada M. Rashad, Noha MM. Abdelnapi, Ahmed F. Seddik, M. A. Sayedelahl

“…On the ISIC dataset, an analysis has been done. This study offers a novel approach to early skin cancer diagnosis based on image processing. …”
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Evaluation of Automated Object-Detection Algorithms for Koala Detection in Infrared Aerial Imagery by Laith A. H. Al-Shimaysawee, Anthony Finn, Delene Weber, Morgan F. Schebella, Russell S. A. Brinkworth

“…The analysis of simulated and real data shows that koala occlusion by tree stems and canopy can have a significant impact on the potential detection of koalas, with koalas being fully occluded in up to 40% of images in which koalas were known to be present. …”
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Connectogram-COH: A Coherence-Based Time-Graph Representation for EEG-Based Alzheimer’s Disease Detection by Ehssan Aljanabi, İlker Türker

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A decade of vertebrate palaeontology research: global taxa distribution, gender dynamics and evolving methodologies by Haohan Wang, Juliana Sterli, Vincent Dupret, Henning Blom, Annalisa Berta, Susan Turner, Daoming Han, Luyan Xu, Zhaohui Pan

“…LDA topic modelling identifies 15 distinct research topics, encompassing evolutionary biology, cranial and skeletal morphology, dinosaur–bird evolution and human evolution, while co-occurrence analysis highlights the evolution of research methodologies, revealing strong interconnections between phylogenetic analysis (15%), traditional morphological analysis (12%) and high-resolution imaging techniques (9%).…”
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Fast Anomaly Detection for Vision-Based Industrial Inspection Using Cascades of Null Subspace PCA Detectors by Muhammad Bilal, Muhammad Shehzad Hanif

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AI in Structural Health Monitoring for Infrastructure Maintenance and Safety by Vagelis Plevris, George Papazafeiropoulos

“…We examine seven core areas where AI significantly advances SHM capabilities: (1) data acquisition and sensor networks, highlighting improvements in sensor technology and data collection; (2) data processing and signal analysis, where AI techniques enhance feature extraction and noise reduction; (3) anomaly detection and damage identification using machine learning (ML) and deep learning (DL) for precise diagnostics; (4) predictive maintenance, using AI to optimize maintenance scheduling and prevent failures; (5) reliability and risk assessment, integrating diverse datasets for real-time risk analysis; (6) visual inspection and remote monitoring, showcasing the role of AI-powered drones and imaging systems; and (7) resilient and adaptive infrastructure, where AI enables systems to respond dynamically to changing conditions. …”
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A Novel Optimization Approach for Revolutionizing Architectural Design in Chinese Cultural Heritage by Xueyong Li, Xiaoqing Yang

“…The research aims to improve fault analysis in images of Chinese cultural heritage structures using an Ensemble Ant Colony Fused Convolutional Capsule Neural Network (EAC-CCNN). …”
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Detection of Leaf Diseases in Banana Crops Using Deep Learning Techniques by Nixon Jiménez, Stefany Orellana, Bertha Mazon-Olivo, Wilmer Rivas-Asanza, Iván Ramírez-Morales

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Interactive Mechanism Between the Growth of Female Homestay Elites and the Development of Rural Homestays by Sui Chunhua, Deng Pinna, Li Zhixuan

“…In the formation phase, they return to rural tourism, shape social images, pursue social recognition, address homestay clustering and branding issues, and promote exemplary development in the rural homestay industry. …”
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Sustainable AI for plant disease classification using ResNet18 in few-shot learning by Fareeha Naveed, Adven Masih, Jabar Mahmood, Moeez Ahmed, Aitizaz Ali, Aysha Saddiqa, Mohamed Shabbir Hamza Abdulnabi, Ebenezer Agbozo

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Representation of National Identity on the Net by M. R. Snegur

“…The digital space provides the conditions for the maximum degree of  intensity  of  the  national  identity representation, which can  be  represented in social networks  by  a  wide variety  of  forms  (costume,   text,  music,  image,  scenery,  etc.).  …”
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Machine learning to identify suitable boundaries for band-pass spectral analysis of dynamic [ $$^{11}$$ 11 C]Ro15-4513 PET scan and voxel-wise parametric map generation by Zeyu Chang, Colm J. McGinnity, Rainer Hinz, Manlin Wang, Joel Dunn, Ruoyang Liu, Mubaraq Yakubu, Paul Marsden, Alexander Hammers

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