Disruption of Multimodal Brain Networks and Structural-Functional Coupling in Adolescents with Major Depressive Disorder by Wang Y, Wei J, Yan Y, Wang M, Fan H, Du Y, Yang X, Ma X, Ma X

“…Yunhan Wang,1 Jinxue Wei,2 Yushun Yan,2 Min Wang,2 Huanhuan Fan,2 Yue Du,2 Xiao Yang,2 Xiaohong Ma,2 Xiaojuan Ma1 1Department of Ultrasound, West China Hospital, Sichuan University, Chengdu, People’s Republic of China; 2Mental Health Center and Institute of Psychiatry, West China Hospital, Sichuan University, Chengdu, People’s Republic of ChinaCorrespondence: Xiaojuan Ma, Email xiaojuanma@126.comBackground: Adolescent MDD has become a significant public health issue, yet its underlying mechanisms remain unclear. Multimodal brain imaging techniques offer a powerful method for exploring complex mental disorders. …”
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Multi‐sensor missile‐borne LiDAR point cloud data augmentation based on Monte Carlo distortion simulation by Luda Zhao, Yihua Hu, Fei Han, Zhenglei Dou, Shanshan Li, Yan Zhang, Qilong Wu

“…Firstly, the model of multi‐sensor imaging system is established, taking into account the joint errors arising from the platform itself and the relative motion during the imaging process. …”
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Multi-Modal Deep Learning for Lung Cancer Detection Using Attention-Based Inception-ResNet by Mohamed Hosny, Ibrahim A. Elgendy, Mousa Ahmad Albashrawi

“…Deep learning (DL) has emerged as a powerful alternative to autonomously identify complex patterns within radiological and histopathological images. …”
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Magnetic Nanomaterials in Chinese Medicine Chemical Composition Analysis and Drug Metabolism and Its Industry Prospect and Development Path Research by Tengfei Ma, Peng Liu

“…Firstly, the advantages of magnetic nanomaterials and the shortcomings of chemical composition analysis technology of traditional Chinese medicine are analyzed theoretically. …”
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Exploring the Effectiveness of Fusing Synchronous/Asynchronous Airborne Hyperspectral and LiDAR Data for Plant Species Classification in Semi-Arid Mining Areas by Yu Tian, Zehao Feng, Lixiao Tu, Chuning Ji, Jiazheng Han, Yibo Zhao, You Zhou

“…However, in semi-arid mining areas characterized by mixed arbor–shrub–herb vegetation, the complex vegetation distribution patterns and spectral features render single-sensor approaches inadequate for achieving fine classification of plant species in such environments. …”
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Investigating biomarkers for personality alterations in temporal lobe epilepsy patients: based on peripheral inflammatory indices, electroencephalography, and neuroimaging by Jia Wang, Fuchi Zhang, Yunshan Zhou, Xiulin Zhang, Jianyang Xu, Shouyong Wang, Chengbing Huang, Taipeng Sun, Hugen Xu, Xiangsong Shi

“…BackgroundThe investigation of personality alterations in temporal lobe epilepsy (TLE) constitutes a complex and demanding field of research. These alterations may be intricately linked to neuroinflammation, imaging changes, and electrophysiological irregularities.ObjectiveThis study aims to explore the potential value of the peripheral inflammatory indices, video electroencephalogram (VEEG), hippocampal magnetic resonance imaging (MRI) as biomarkers for personality changes in patients with TLE.MethodsA total of 110 individuals with TLE were categorized into two groups: 55 patients exhibiting personality alterations and 55 patients without personality abnormalities. …”
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Continuous theta-burst stimulation demonstrates language-network-specific causal effects on syntactic processing by Chenyang Gao, Junjie Wu, Yao Cheng, Yuming Ke, Xingfang Qu, Mingchuan Yang, Gesa Hartwigsen, Luyao Chen

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Evolution of plastic deformation during multi-pass ECAP of an AA6060 aluminum alloy – An experimental flow line analysis by Nadja Berndt, Nadja A. Reiser, Martin F.-X. Wagner

“…The positions of the indents along several paths, i.e., flow lines, are analyzed from the partially deformed billets using optical images and a graphics software. For the analysis of the material flow we use a phenomenological model that describes the material path along the flow line based on a super-ellipse function, with only one parameter defining the evolution of curvature along the flow line. …”
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A 96‐Well Ultrafiltration Approach for the High‐Throughput Proteome Analysis of Extracellular Vesicles Isolated From Conditioned Medium by Jarne Pauwels, Tessa Van de Steene, Freya De Muyer, Danaë De Pauw, Femke Baeke, Sven Eyckerman, Kris Gevaert

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Tissue Counter Analysis of Histologic Sections of Melanoma: Influence of Mask Size and Shape, Feature Selection, Statistical Methods and Tissue Preparation by Josef Smolle, Armin Gerger, Wolfgang Weger, Heinz Kutzner, Michael Tronnier

“…Background: Tissue counter analysis is an image analysis tool designed for the detection of structures in complex images at the macroscopic or microscopic scale. …”
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Identification and Spectral Characteristic Analysis of the Tianwen-1 Exhaust Disturbed Area Using HiRIC and HiRISE Imagery by Chao Wang, Lu Han, Siji Sanlang, Xiong Xu, Huan Xie, Yongjiu Feng, Sicong Liu, Xiaohua Tong

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Semi-Supervised Deep Subspace Embedding for Binary Classification of Sella Turcica by Kaushlesh Singh Shakya, Azadeh Alavi, Julie Porteous, Priti Khatri, Amit Laddi, Manojkumar Jaiswal, Vinay Kumar

“…Perhaps the inherent complexity and variability in the shapes of sella and the lack of advanced assessment tools make the classification of sella challenging, as it requires extensive training, skills, time, and manpower to detect subtle changes that often may not be apparent. …”
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Leveraging hybrid model of ConvNextBase and LightGBM for early ASD detection via eye-gaze analysis by Ranjeet Bidwe, Sashikala Mishra, Simi Bajaj, Ketan Kotecha

“…This research introduces a novel method for eye gaze analysis to identify autistic traits in children. This proposed work offers • A novel method of ConvNextBase and LightGBM leveraging eye position as a feature for early detection of autistic traits. • A new ConvNextBase architecture proposed with few unfreezed layers and extra dense layers with units of 512 and 128, respectively, and dropout layers with a rate of 0.5 that extract rich, high-level, and more complex features from the images to improve generalization and mitigate overfitting. • A LightGBM model performed classification using 3-fold cross-validation and found the best parameters for bagging_function, feature_fraction, max_depth, Number_of_leaves and learning_rate with values of 0.8, 0.8, −1, 31 and 0.1 respectively, to improve the model's robustness on unseen data.This proposed method is trained and tested on the publicly available Kaggle dataset, and results are benchmarked with other state-of-the-art methods. …”
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AI Efficiency in Dentistry: Comparing Artificial Intelligence Systems with Human Practitioners in Assessing Several Periodontal Parameters by Oana-Maria Butnaru, Monica Tatarciuc, Ionut Luchian, Teona Tudorici, Carina Balcos, Dana Gabriela Budala, Ana Sirghe, Dragos Ioan Virvescu, Danisia Haba

“…Diagnoses were compared against a reference “gold standard” validated by a dental imaging expert and senior clinician. A statistical analysis was performed using SPSS 26.0, applying chi-square tests, ANOVA, and Bonferroni correction to ensure robust results. …”
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Anatomical Variants in Pancreatic Irrigation and Their Clinical Considerations for the Pancreatic Approach and Surrounding Structures: A Systematic Review with Meta-Analysis by Juan José Valenzuela-Fuenzalida, Camila Ignacia Núñez-Castro, Valeria Belén Morán-Durán, Pablo Nova-Baeza, Mathias Orellana-Donoso, Alejandra Suazo-Santibáñez, Alvaro Becerra-Farfan, Gustavo Oyanedel-Amaro, Alejandro Bruna-Mejias, Guinevere Granite, Daniel Casanova-Martinez, Juan Sanchis-Gimeno

“…To enhance outcomes, it is recommended to develop more accurate imaging tools for pre-surgical analysis, necessitating ongoing research in this area.…”
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Biomarker combinations from different modalities predict early disability accumulation in multiple sclerosis by Vinzenz Fleischer, Tobias Brummer, Muthuraman Muthuraman, Muthuraman Muthuraman, Falk Steffen, Milena Heldt, Maria Protopapa, Muriel Schraad, Gabriel Gonzalez-Escamilla, Sergiu Groppa, Stefan Bittner, Frauke Zipp

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Identification of Potential Landslides in the Gaizi Valley Section of the Karakorum Highway Coupled with TS-InSAR and Landslide Susceptibility Analysis by Kaixiong Lin, Guli Jiapaer, Tao Yu, Liancheng Zhang, Hongwu Liang, Bojian Chen, Tongwei Ju

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Affective neural signatures do not distinguish women with emotion dysregulation from healthy controls: A mega-analysis across three task-based fMRI studies by M. Sicorello, J. Herzog, T.D. Wager, G. Ende, M. Müller-Engelmann, S.C. Herpertz, M. Bohus, C. Schmahl, C. Paret, I. Niedtfeld

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The New York Times on The NATO bombing of FR Yugoslavia in 1999 by Savić Aleksandra

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Pathomorphological analysis of the qualitative composition of the inflammatory infiltrate around the pilosebaceous unit of the scalp in perifolliculitis capitis abscedens et suffod... by O. V. Poslavska, O. L. Statkevych, T. V. Sviatenko, I. S. Shponka

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