Chronic stress in practice assistants: An analytic approach comparing four machine learning classifiers with a standard logistic regression model. by Arezoo Bozorgmehr, Anika Thielmann, Birgitta Weltermann

“…<h4>Conclusions</h4>Regarding chronic stress prediction, machine learning classifiers, especially random forest, provided more accurate prediction compared to classical logistic regression. …”
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Kaposi sarcoma in an HIV-infected patient with high CD4 count: a case report and literature review by Kedir Negesso Tukeni, Merid Lemma Kebede, Elias Ababulgu Abadiko, Tamirat Godebo Woyimo, Abdo Kedir Abafogi, Amare Hailu Ashine, Esayas Kebede Gudina

“…Kaposi sarcoma is a tumor commonly associated with human herpesvirus 8 (HHV-8) infection and is more prevalent in individuals with immunosuppression, such as those with HIV/AIDS, organ transplant recipients, or other conditions causing immune dysfunction. …”
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Results of comprehensive treatment of locally advanced oral cancer using regional intra-arterial chemotherapy by D. A. Safarov, M. A. Kropotov, I.  V. Pogrebnyakov, S. B. Aliyeva

“…The objective response rate assessed for the primary oral tumor after regional intra-arterial chemotherapy was 100 %; complete regression of the primary tumor was achieved in 82.8 % of patients. More than one-third of participants (35.5 %) had complete regression of metastases in regional lymph nodes. …”
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Predictive value and changes of inducible nitric oxide synthase expression in patients with rectal cancer under the influence of antitumor therapy by V. V. Holotiuk, A. Ye. Kryzhanivska, I. Ya. Sadovyi, B. B. Tataryn

“…In the tumors of rectal cancer the level of iNOS expression by 4.5 times exceeded that in the intact rectum wall (P < 0.001), correlated with metastatic lesion of the regional lymph nodes (r = 0.55; P = 0.026) and depended on the type of growth of RC. …”
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A Case of Ewing’s Sarcoma of the Jejunum: A Radiological Perspective on Challenges in Diagnosis by Tushar Kalekar, M Kartrthik, Bhavya Dang, Pushkar Kumar

“…These imaging modalities help distinguish ES from more common gastrointestinal malignancies, such as GISTs and lymphoma, by identifying characteristic features like heterogeneous masses, necrosis, and metastasis. …”
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Analysis of Crucial Genes and Pathways Associated with Spared Nerve Injury-Induced Neuropathic Pain by Dong Mao, Huang Zhai, Gang Zhao, Jingyi Mi, Yongjun Rui

“…Protein kinase CAMP-activated catalytic subunit beta (Prkacb), complement C3 (C3), and activating transcription factor 3 (Atf3) were hub nodes in the PPI network, and fibroblast growth factor 9 (Fgf9) was found to interact with more TFs. …”
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University proceedings. Volga region. Technical sciences by A.A. Ignatiev, V.A. Dobryakov, V.A. Revyakin

“…Two main areas of analysis and evaluation of the dynamic quality of machines can be distinguished, the first being based on theoretical models, in which the results of experiments are used to a certain extent, and the second - on experimental studies of vibrations of various machines nodes with further mathematical processing of measurement information to identify the DS model and form estimates of dynamic quality. …”

FedArtML: A Tool to Facilitate the Generation of Non-IID Datasets in a Controlled Way to Support Federated Learning Research by Daniel Mauricio Jimenez Gutierrez, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti

“…In this work, we propose for the first time 1) the Hist-Dirichlet-based and Min-Size-Dirichlet methods for partitioning data into multiple nodes using the features and quantity distribution and the Dirichlet distribution. …”
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Boosting CO2 separation in porphyrinic MOF-based mixed matrix membranes via central metal atom integration by Nicholaus Prasetya, Hasan Can Gülbalkan, Seda Keskin, Christof Wöll

“…Lastly, in order to get a more comprehensive understanding, we also carry out a computational study as a tool to validate and predict the experimental results of our MMMs. …”
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Research on Anti-Interference Performance of Spiking Neural Network Under Network Connection Damage by Yongqiang Zhang, Haijie Pang, Jinlong Ma, Guilei Ma, Xiaoming Zhang, Menghua Man

“…Methods: Therefore, this research constructs two types of spiking neural network models with LIF model as nodes: VGG-SNN and FCNN-SNN, and combines pruning algorithm to simulate network connection damage during the training process. …”
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Design of low-carbon planning model for vehicle path based on adaptive multi-strategy ant colony optimization algorithm by Qi Guo, Rui Li, Changjiang Zheng, Gwanggil Jeon

“…Subsequently, a graph neural network (GNN) is utilized to optimize nodes and edges computationally. At the same time, the global search capability of the model is augmented via an ant colony optimization algorithm to ascertain the final optimized path. …”
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THE ECONOMIC CRISIS AS A FACTOR IN CHANGING THE STRUCTURE OF MULTIMODAL TRANSPORTATION ROUTES by S. Kotenko, S. Mashkantseva, I. Hanzhurenko, M. Vasylyuk, Y. Lavrushchenko, I. Kucher

“…But if the level of threats increases to more transport routes, the likelihood of collapse will increase. …”
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CHRONIC VIRAL HEPATITIS, TUBERCULOSIS, AND HIV AS COMORBIDITY: FROM THEORY TO PRACTICE by V. V. Nechaev, A. K. Ivanov, A. A. Sacra, E. S. Romanova, L. V. Lyalina, L. N. Pozhidaeva

“…Symptoms of liver damage and the activity of enzymes in patients co-infected testified to the increase in the number of cases of cirrhosis of this body and served morphological studies, the prevalence of liver cirrhosis increased more than 4 times, from 8,6% (first period) to 26,9% (period III). …”
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An extremely rare neoplasm, histiocytic sarcoma: A report of two cases with an aggressive clinical course by Erkan Kayikcioglu, Asim Armagan Aydin, Arif Hakan Onder, Alper Sayiner, Dinc Suren, Banu Ozturk

“…Metastatic patients have a more aggressive clinical course than those with unifocal disease.…”
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Sterile Diet Causes Gut Microbiome Collapse of Cancer Patients Post Hematopoietic Cell Transplantation, But Normal Diet Recovers Them by Wenqing Hong, Yun Wu, Zimin Sun, Shu Yang, Qing Cheng, Huilan Liu, Xiaoxing Lin, Renjie Ni, Yuping Yao, Shuijing Wang, Zihao Zheng, Anyi Sun, Chuanwu Xi, Liyan Song

“…This assay is a starting point for a more sophisticated assessment of the effects of a sterile diet. …”
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Cryogenic microwave link for quantum local area networks by W. K. Yam, M. Renger, S. Gandorfer, F. Fesquet, M. Handschuh, K. E. Honasoge, F. Kronowetter, Y. Nojiri, M. Partanen, M. Pfeiffer, H. van der Vliet, A. J. Matthews, J. Govenius, R. N. Jabdaraghi, M. Prunnila, A. Marx, F. Deppe, R. Gross, K. G. Fedorov

“…Abstract Scalable quantum information processing with superconducting circuits is expected to advance from individual processors located in single dilution refrigerators to more powerful distributed quantum computing systems. …”
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Cross-cultural insights into internet addiction and mental health: a network analysis from China and Malawi by Mengze Li, Yidi Wang, Bin Liu, Xiaoli Ni, Zhujing Ma, Fengzhan Li, Tifei Yuan, Hongyi Chen, Zhongying Wu, Qiannan Jia, Lei Song, Yinchuan Jin, Qun Yang

“…In Malawi, the strongest edges were “school work” - “job performance” and “worthless” - “unable to play a useful part”. The central nodes were “daily work suffering”, “fantasize” and “lost interest”. …”
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Reconfigurable application-specific photonic integrated circuit for solving partial differential equations by Ye Jiachi, Shen Chen, Peserico Nicola, Meng Jiawei, Ma Xiaoxuan, Nouri Behrouz Movahhed, Popescu Cosmin-Constantin, Hu Juejun, Kang Haoyan, Wang Hao, El-Ghazawi Tarek, Dalir Hamed, Sorger Volker J.

“…Solving mathematical equations faster and more efficiently has been a Holy Grail for centuries for scientists and engineers across all disciplines. …”
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Fabrication and functional validation of a hybrid biomimetic nanovaccine (HBNV) against KitK641E-mutant melanoma by Kishwor Poudel, Zhenyu Ji, Ching-Ni Njauw, Anpuchchelvi Rajadurai, Brijesh Bhayana, Ryan J. Sullivan, Jong Oh Kim, Hensin Tsao

“…The imperative for novel cancer medicine is particularly pressing for less common but more devastating KIT-mutated acral and mucosal melanomas that are resistant to small molecule c-kit and immune checkpoint inhibitors. …”
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An Efficient Aqua-Based Culture Method for the Propagation of High-Quality <i>Arundo donax</i> Seedlings by Jialin Guo, Wei Li, Gangqiang Cao, Luyue Zhang, Zhengqing Xie, Weiwei Chen, Gongyao Shi, Fang Wei, Baoming Tian

“…Nodes on different parts of the cane did not vary significantly in the ability to form seedlings. …”
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