Motor Imagery EEG Classification Based on Multi-Domain Feature Rotation and Stacking Ensemble by Xianglong Zhu, Ming Meng, Zewen Yan, Zhizeng Luo

“…Next, the rotated features were fused with the original significant features from each domain to obtain composite features for each domain. Finally, we employ a stacking ensemble approach, where the prediction results of base classifiers corresponding to different domain features and the set of significant features undergo linear discriminant analysis for dimensionality reduction, yielding discriminative feature integration as input for the meta-classifier for classification. …”
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The Mechanics of Fear: Organic Haunted Houses in American Cinema by Anne-Marie Paquet-Deyris

“…It also demonstrates how the outside-the-norm entity is finally not considered exogenous any more but rather endogenous and how it appropriates and somehow tries to incorporate some, if not all, members of the household. …”
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Advances in colorectal cancer diagnosis using optimal deep feature fusion approach on biomedical images by Sultan Refa Alotaibi, Manal Abdullah Alohali, Mashael Maashi, Hamed Alqahtani, Moneerah Alotaibi, Ahmed Mahmud

“…Moreover, the DL models’ hyperparameter selection is performed using the Osprey optimization algorithm (OOA). Finally, the deep belief network (DBN) model is employed to classify CRC. …”
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Modulation of initial leftward bias in visual search by parietal tDCS. by Laurie Geers, Valérie Dormal, Mario Bonato, Yves Vandermeeren, Nicolas Masson, Michael Andres

“…The overall visual search performance marginally improved during right anodal stimulation, as evidenced by a greater percentage of cancelled targets compared to sham. Finally, the results revealed no left-right asymmetries in the visual imagery task, either after sham or anodal stimulation. …”
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Assessing the industry 4.0 strategies for a steel supply chain: SWOT, game theory, and gap analysis by Sima Motallebi, Mostafa Zandieh, Akbar Alem Tabriz, Erfan Babaee Tirkolaee

“…The optimal combination of policies for implementing I4.0 in the Iranian steel supply chain is identified using game theory. Finally, a gap analysis is conducted between the current state of the industry and the desired state. …”
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Disputas por la gobernanza de la autonomía reproductiva en América Latina y el Caribe by Martina Ferretto

“…La acción colectiva transnacional en defensa del aborto voluntario, conocida como la “marea verde” desde finales de 2017, llegó para quedarse y ha llamado la atención de los medios de comunicación, los estudios académicos y los Gobiernos. …”
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Advances in the application of human-machine collaboration in healthcare: insights from China by Wuzhen Wang, Liangji Liu

“…We use the subject words “Human–machine collaboration” OR “Human-Computer Interaction” OR “HCI” AND “chronic disease” OR “Health management” OR ”Precision medicine “were searched for CNKI, Wanfang Data, VIP, CBM, PubMed, Web of science, Embase, Cochrane Library and other Chinese and English databases to identify all relevant studies and compare their results, and finally include 68 relevant literature articles, we identified the broad application of HCI in five main areas: disease screening and treatment, health management, medical education, traditional medicine, and the integration and processing of medical data. …”
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Analysis of codon usage bias in the mitochondrial genome of Pleurozia purpurea by Mengxue DU, Xin ZHANG, Jie GAO, Sheng BI, Jiewei HAO, Lina ZHANG

“…Then, CodonW and EMBOSS explorer were utilized to calculate various metrics for each gene, including GC content, effective number of codons (ENC), codon adaptation index (CAI), and relative synonymous codon usage (RSCU). Finally, correlation analysis between parameters was analyzed and plotted using R software. …”
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HAD-YOLO: An Accurate and Effective Weed Detection Model Based on Improved YOLOV5 Network by Long Deng, Zhonghua Miao, Xueguan Zhao, Shuo Yang, Yuanyuan Gao, Changyuan Zhai, Chunjiang Zhao

“…The Scale Sequence Feature Fusion Module (SSFF) and Triple Feature Encoding Module (TFE) from the ASF-YOLO are introduced to improve the model’s capacity to extract features across various scales, and on this basis, to improve the model’s capacity to detect small targets, a P2 feature layer is included. Finally, a target detection head with an attention mechanism, Dynamic head (Dyhead), is utilized to improve the detection head’s capacity for representation. …”
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A Study on Multi-Scale Behavior Recognition of Dairy Cows in Complex Background Based on Improved YOLOv5 by Zheying Zong, Zeyu Ban, Chunguang Wang, Shuai Wang, Wenbo Yuan, Chunhui Zhang, Lide Su, Ze Yuan

“…The C3 module of the model was enhanced by incorporating Deformable convolution (DCNv3), which improves the accuracy of cow behavior characteristic identification. Finally, the original detection head was replaced with a Dynamic Detection Head (DyHead) to improve the efficiency and accuracy of cow behavior detection across different scales in complex environments. …”
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Immunotherapy versus targeted therapy in management of recurrent squamous cell carcinoma of oral tongue by Nadimul Hoda, Aastha Moza, K.P. Amith, K.S. Sabitha

“…Agents frequently reported to be associated with oral complications include tyrosine kinase inhibitors (TKIs), inhibitors of the VEGF receptor (VEGFR), anti-epidermal growth factor receptor (anti-EGFR), vascular endothelial growth factor (VEGF), mammalian target of rapamycin inhibitors (mTORis), and, more recently, immune checkpoint inhibitors (ICIs). …”
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Is There Gender Disparity in Vascular Access for Hemodialysis with New Percutaneous Systems? A Systematic Review by Hugo Vergara-Pérez, Alejandro Pérez Alba, Pablo Baliño, Asunción Rius Peris, Javier Reque

“…All clinical trials, comparative studies, and descriptive studies involving patients who underwent a pAVF were included. Results: Finally, the review includes 19 studies, comprising 14 retrospective studies and 5 prospective studies. …”
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Risk Factors Associated with Leishmaniasis in the Most Affected Provinces by Leishmania infantum in Morocco by Maryam Hakkour, Asmae Hmamouch, Mohamed Mahmoud El Alem, Abdelhakim Bouyahya, Abdelaali Balahbib, Abdelhak EL Khazraji, Hajiba Fellah, Abderrahim Sadak, Faiza Sebti

“…As for socioeconomic factors, poverty was the only factor that influences the spread of VL. Finally, the distance from endemic foci showed significance for both VL and LC (P<0.05). …”
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Evaluating the Effect of Artemisia Aerial Parts Extracts on Candida albicans growth and Shear Bond Strength of Soft Denture Liner by Ayaat Nasser Abdul Nour, Amal Abdul Latif Rashid

“…Candida albicans species were isolated and diagnosed, oil and ethanol extracts of Artemisia were prepared, the effect of the extracts on Candida albicans were tested by agar well diffusion test and micro dilution test. Finally, 30 specimens of soft denture liner were prepared for testing shear bond strength by Universal Instron machine before and after incorporation of the extracts. …”
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Unraveling the pathogenesis of Barrett’s esophagus and esophageal adenocarcinoma: the “omics” era by Alberto Barchi, Giuseppe Dell’Anna, Giuseppe Dell’Anna, Luca Massimino, Luca Massimino, Francesco Vito Mandarino, Edoardo Vespa, Edi Viale, Sandro Passaretti, Vito Annese, Vito Annese, Alberto Malesci, Alberto Malesci, Silvio Danese, Silvio Danese, Federica Ungaro

“…Epigenetic alterations (such as hyper or hypo-methylation) play a meaningful role in esophageal carcinogenesis as well as the study of the tumor micro-environment, which has led to the development of novel immunological therapeutic options. Finally, the esophageal microbiome could be the protagonist to be investigated, deepening our understanding of the subtle association between the host microbiota and tumor development.…”
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Comparison of tissue-based and plasma-based testing for mutation in non–small cell lung cancer patients by Yoon Kyung Kang, Dong Hoon Shin, Joon Young Park, Chung Su Hwang, Hyun Jung Lee, Jung Hee Lee, Jee Yeon Kim, JooYoung Na

“…Background Epidermal growth factor receptor (EGFR) gene mutation testing is crucial for the administration of tyrosine kinase inhibitors to treat non–small cell lung cancer. …”
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Pearls and Pitfalls in the Diagnosis of Adult Celiac Disease by Hugh J Freeman

“…Rarely, recurrent (or refractory) celiac disease may occur after an initial gluten-free diet response. Finally, some with ‘sprue-like intestinal disease’ cannot be classified because a diet response fails to occur. …”
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Evaluation of 3D-CRT Radiotherapy Treatment Planning with Radiobiological Effects in Patient-Specific 3D Printed Anthropomorphic Phantom Postmastectomy Breast Cancer Axillary Metas... by Endarko Endarko, Aditya Hariyanto, Siti Aisyah, Nandia Kavilani, Ahmad Syafi&#039;i

“…Normal tissue complication probability for OARs has values below 5%, while the smallest value was obtained for the left lung. Finally, the point dose verification between planning and measurement using TLD100 and EBT3 film indicated an average difference of 9.14% and 4.34%, respectively, with no significant difference. …”
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Flavonoids as Strong Inhibitors of MAPK3: A Computational Drug Discovery Approach by Amir Taherkhani, Parita Khodadadi, Lida Samie, Zahra Azadian, Zeynab Bayat

“…Mitogen-activated protein kinase 3 (MAPK3) mediates the onset, progression, metastasis, drug resistance, and poor prognosis in various malignancies, including glioma, liver, ovarian, thyroid, lung, breast, gastric, and oral cancers. …”
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Features of diagnosis and treatment of gastrointestinal stromal tumors by N. I. Bogomolov, T. V. Burdinskaya, M. A. Goncharova, A. G. Goncharov, N. N. Tomskikh

“…Targeted therapy by tyrosine kinase inhibitors was carried out for 14 patients. …”
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