TRANS: a prediction model for EGFR mutation status in NSCLC based on radiomics and clinical features by Zhigang Chen, Huiying Lu, Ao Liu, Jia Weng, Lei Gan, Lina Zhou, Xiao Ding, Shicheng Li

“…Radiomic features were extracted using the LIFEx software. The least absolute shrinkage and selection operator (LASSO) algorithm was utilized to select predictive features of CT radiomics, clinical data, and RNA sequencing, which were evaluated using receiver operating characteristic (ROC) curves. …”
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TMN-Net: A Hybrid 2.5D Multi-Branch Transformer Network for Coronary Artery Segmentation in Cardiac Diagnosis by Bo Zhao, Jianjun Peng, Kai Zhang, Yongyan Fan, Ce Chen, Yang Zhang

“…Qualitative evaluations and attention heatmaps highlight the model’s ability to preserve vessel continuity, capture distal branches, and ensure accurate boundary delineation. …”
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Investigation and Comparison of Communication Network and Expression of KLF4 and POU5F1 Genes During Spermatogenesis by Maedeh Yazdani Dizicheh, Hossein Azizi, Dariush Gholami, Amir Khaki

“…Spermatogonial stem cells (SSCs) have the ability for self-renewal, differentiation, and the transmission of genetic information to subsequent generations. …”
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Protective effects of C-Phycocyanin from Spirulina platensis against pancreatic inflammation, lymphocyte infiltration, impaired carbohydrate digestion, and glucose metabolism dysre... by Insaf Bahrini, Muna Alamoudi, Maha Alazami, Jawaher Alrashdi, Noureddine Alouche

“…This study aimed to evaluate the effects of C-phycocyanin (CPC), a natural food coloring extracted from Spirulina platensis (Sp), on pancreatic inflammation, digestive enzyme activity, and glucose metabolism in alloxan-induced diabetic male Wistar rats. …”
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Monitoring and Analysis of Relocation and Reclamation of Residential Areas Based on Multiple Remote Sensing Indices by Huiping Huang, Yingqi Wang, Chao Yuan, Wenlu Zhu, Yichen Tian

“…First, to distinguish between rural construction and bare soil, thereby improving the accuracy of construction land extraction, an Enhanced Artifical Surface Index (EASI) was proposed. …”
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The effect of a period of aerobic endurance training before isoproterenol induction on the expression of NF-κB and NFAT genes in the left ventricular tissue of male Wistar rats by Rahman Soori, Mohammad reza Sharbati Biarjomand, Siroos Choobineh

“…The rats were then dissected and cardiac tissue was extracted and transferred to -70 ° C. Also, in the present study, Real Time PCR was used to evaluate the expression of NF-κB and NFAT genes. …”
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Seasonal childhood anaemia in West Africa is associated with the haptoglobin 2-2 genotype. by Sarah H Atkinson, Kirk Rockett, Giorgio Sirugo, Philip A Bejon, Anthony Fulford, Maria A O'Connell, Robin Bailey, Dominic P Kwiatkowski, Andrew M Prentice

“…<h4>Conclusions</h4>The finding that haptoglobin 2-2 genotype is a risk factor for anaemia in children in a malaria-endemic area may reflect the reduced ability of the Hp2-2 polymer to scavenge free haemoglobin-iron following malaria-induced haemolysis. …”
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Platform-Based Patient-Clinician Digital Health Interventions for Care Transitions: Scoping Review by Chantal Backman, Rosie Papp, Aurelie Tonjock Kolle, Steve Papp, Sarah Visintini, Ana Lúcia Schaefer Ferreira de Mello, Gabriela Marcellino de Melo Lanzoni, Anne Harley

“…Eligible studies underwent data extraction, and the results were analyzed using descriptive and narrative methods. …”
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Optimizing IoT intrusion detection with cosine similarity based dataset balancing and hybrid deep learning by Arvind Prasad, Wael Mohammad Alenazy, Naved Ahmad, Gauhar Ali, Hanaa A. Abdallah, Sadique Ahmad

“…Additionally, we developed a hybrid deep learning model integrating RegNet and FBNet architectures to enhance feature extraction and classification performance. Experimental results on multiple IDS datasets confirm that balancing the dataset to a 1:1 ratio optimally prevents overfitting and improves model interpretability. …”
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The Impact of Silver Nanoparticles on Dentinal Tubule Penetration of Endodontic Bioceramic Sealer by Sundus Bukhary, Sarah Alkahtany, Amal Almohaimede, Nourah Alkhayatt, Shahad Alsulaiman, Salma Alohali

“…The impact of adding silver nanoparticles (AgNPs) to bioceramic (BC) sealer on their ability to penetrate dentinal tubules is still unknown. …”
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Utilization of nonpharmacological labor pain management and associated factors among healthcare providers in Ethiopia: a systematic review and meta-analysis by Agerie Mengistie Zeleke, Yosef Aragaw Gonete, Worku Chekol Tassew, Yeshiwas Ayale Ferede

“…Key factors healthcare providers aged 20–29, those with adequate knowledge, and healthcare providers’ ability who allowed companions to enter labor ward to support laboring mothers. …”
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Assessing the combined influence of biotic and anthropogenic stressors on polar bears to inform conservation planning by Todd C. Atwood, Bruce G. Marcot, David C. Douglas, Jeffrey F. Bromaghin, Anthony M. Pagano

“…Effective conservation planning requires identifying and ranking threats to the persistence of polar bears throughout their circumpolar range and then assessing the ability of mitigative actions to aid in meeting plan objectives. …”
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Multi-Objective Scheduling for Green Flexible Assembly Job-Shop System via Multi-Agent Deep Reinforcement Learning With Game Theory by Xiao Wang, Zhongyuan Liang, Peisi Zhong, Dongmin Li, Hongqi Li, Mei Liu

“…In discrete manufacturing systems, production scheduling techniques are urgently needed with lacking dynamic response-ability, inferior real-time decision-making, and sharply increasing uncertainty in the production process. …”
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Performance and Analysis of Pediatric Index of Mortality 3 Score in a Pediatric ICU in Latifa Hospital, Dubai, UAE by Dinesh Malhotra, Nadine Nour, Mahmoud El Halik, Marwan Zidan

“…PIM 3 scoring was done for all the patients. All data were extracted from the computerized ICU registry database. …”
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A novel diagnostic framework for breast cancer: Combining deep learning with mammogram-DBT feature fusion by Nishu Gupta, Jan Kubicek, Marek Penhaker, Mohammad Derawi

“…The preprocessing step involved Extended-Tuned Adaptive Frost Filtering (Ext-AFF) to enhance image quality by reducing noise. Feature extraction was performed using Disentangled Variational Autoencoder (D-VAE), capturing critical texture features. …”
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Curcumin nanoemulsion suppresses HPV oncogenes and inhibits cervical cancer progression: in vitro and in vivo study by Mehrnaz Karimi, Masoud Parsania, Negar Motakef Kazemi, Mahnaz Qomi, Mahsa Hadipour Jahromy

“…The primary risk factor associated with cervical intraepithelial neoplasia and cervical cancer is the human papillomavirus (HPV). Curcumin (Cur), extracted from the root of the Curcuma longa plant, is an anticancer, chemoprotective, and gene/protein regulating agent, which refers to its ability to exert beneficial effects in various aspects of cancer prevention and treatment. …”
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Exosomal lncRNA PCAT1 Promotes Tumor Circulating Cell-Mediated Colorectal Cancer Liver Metastasis by Regulating the Activity of the miR-329-3p/Netrin-1-CD146 Complex by Xingbao Fang, Yongping Xu, Kezhi Li, Peiwan Liu, Hong Zhang, Yang Jiang, Jianwei Tang, Yuehong Li

“…Methods. Exosomes were extracted from the primary colorectal cancer (CRC) cell lines HCT116 and SW480 and cultured with T84 and human umbilical vein endothelial (HUVE) cells. …”
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DSGAU: Dual-Scale Graph Attention U-Nets for Hyperspectral Image Classification With Limited Samples by Hongzhuang Ji, Leying Song, Zhaohui Xue, Hongjun Su

“…Graph convolutional networks (GCNs) exhibit remarkable capabilities in hyperspectral image (HSI) classification tasks, primarily due to their ability to establish long-range pixel correlations. …”
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The role of vital signs in predicting mortality risk in elderly patients visiting the emergency department by Karin Erwander, Björn Agvall, Kjell Ivarsson

“…ROC analysis showed limited discriminative ability of individual vital signs (AUC range: 0.49–0.70). …”
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Enhancing advanced cervical cell categorization with cluster-based intelligent systems by a novel integrated CNN approach with skip mechanisms and GAN-based augmentation by Gunjan Shandilya, Sheifali Gupta, Ahmad Almogren, Salil Bharany, Ayman Altameem, Ateeq Ur Rehman, Seada Hussen

“…By boosting feature propagation, this integration increases the model’s ability to recognize minute patterns in cervical cell images, hence increasing classification accuracy. …”
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