SGO enhanced random forest and extreme gradient boosting framework for heart disease prediction by Anima Naik, Ghanshyam G. Tejani, Seyed Jalaleddin Mousavirad

“…The evaluation was conducted solely on two benchmark datasets, which may not fully reflect the diversity and complexity of real-world clinical populations. …”
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Identifying Priority Conservation Areas in Shennongjia National Park Based on Monetary Costs and Zonation Model by Weixuan Ding, Liangyi Huang, Jirong Guang, Jingya Zhang

“…Identifying priority conservation areas (PCAs) for national parks is critical for improving the cost-effectiveness and viability of conservation efforts, given the multiplicity of conservation values, the complexity of human activities, and the limited financial resources available. …”
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An Adaptive Finite Resolution Selection Scheme for RIS Assisted NOMA Networks by Shady M. Ibraheem, Mona Shokair, Mohamed E. Nasr, Nancy Alshaer

“…Non-orthogonal multiple access (NOMA) and reconfigurable intelligent surface (RIS) have recently been recognized as innovative technologies for future beyond fifth generation (B5G) wireless networks due to their ability to improve the spectral efficiency and the wireless propagation properties, respectively. …”
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Assessment of the Potential of Decentralized Dinance (DeFi) as an Alternative to Traditional Financial Services in the Context of the Development of the Digital Economy and Web3 by Manoilenko Oleksandr V., Kuznetsova Svitlana O., Pysakovskyi Anton O.

“…At the same time, key issues in the development of DeFi have been outlined, including high technological complexity, regulatory uncertainty, financial volatility of assets, and risks associated with the vulnerability of smart contracts. …”
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Tunable physical properties and dye removal application of novel Chitosan Polyethylene glycol and polypyrrole/carbon black films by Sh. S. El-Khiyami, Heba Ali, A. M. Ismail, R. S. Hafez

“…The study employed various distinctive techniques, including X-ray diffraction, Fourier transform infrared, and high-resolution scanning electron microscope, indicating that composites have high complexity and good interaction. Through the implementation of the UV-Vis technique, it has been observed that the reflectance of composites experiences enhancement with an increase in PPy/C content. …”
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Investigating the relationship between human capital and innovation with the mediating role of knowledge sharing and social media networking in iranian creative companies by Hashem Atapour, Afshin Hamdipour, Sahar Safipour

“…Purpose: Nowadays, companies need innovation to survive in complex conditions and to produce new products and services. …”
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Construction of intelligent gymnastics teaching model based on neural network and artificial intelligence by Guanxi Fan, Yu Wang, Tongling Wang, Dapeng Yang

“…The study offers strong technical support for the intelligent development of gymnastics education. By automatically detecting and analyzing movements, the model can deliver real-time feedback to both teachers and students, helping learners master skills more efficiently and improve performance.…”
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CFTformer: End-to-End Cross-Frame Multi-Object Tracking With Transformer by Abdollah Amirkhani, Seyed Alireza Khoshnevis

“…Traditional MOT methods typically rely on motion-based and appearance-based similarity information to associate detections across frames. However, the new transformer attention-based approach to MOT has removed the need for complex post-processing steps, such as graph optimization, allowing for end-to-end query tracking across frames. …”
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Frequency of dyspnea related to intake of ticagrelor or clopidogrel in patients with chronic coronary syndrome undergoing coronary intervention by Dunya Habeeb Shnain, Ghassan Mohammed Mahmood, Sara Omar Ahmed

“…In patients with chronic coronary syndrome, ticagrelor decreases cardiovascular events more efficiently than clopidogrel. In several studies investigating novel P2Y12 inhibitors dyspnea has been detected. …”
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Prospects for the Development of the Present Stage of Higher School by I. I. Bobrova, E. G. Trofimov

“…The positive experience of the last ten years is the use of electronic educational complexes within the disciplines being read. Conclusion, leave electronic complexes in the assortment of the teacher. …”
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Enabling next-generation engineered TCR-T therapies based on high-throughput TCR discovery from diagnostic tumor biopsies by Thomas Kuilman, Deborah S. Schrikkema, Jules Gadiot, Raquel Gomez-Eerland, Laura Bies, Julia Walker, Robbert M. Spaapen, Hanna Kok, Demi Houg, Milena Viyacheva, Yvonne B. Claassen, Manuel Saornil, Oscar Krijgsman, Bas Stringer, Huiwen Ding, Anou Geleijnse, Anne C. Meinema, Bianca Weissbrich, Melissa Lancee, Carmen G. Engele, Marianna Sabatino, Pei-Ling Chen, Kenneth Y. Tsai, James J. Mulé, Vernon K. Sondak, Jitske van den Bulk, Noel F. de Miranda, Inge Jedema, John G. Haanen, Jeroen W. J. van Heijst, Ton N. Schumacher, Carsten Linnemann, Gavin M. Bendle

“…Using a genetic screening approach that detects antigen-reactive TCRs with high sensitivity and specificity based on T cell activation, we show that high complexity TCR libraries can be efficiently screened against multiplexed antigen libraries to identify both HLA class I and II restricted TCRs. …”
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Establishing 3D organoid models from patient-derived conditionally reprogrammed cells to bridge preclinical and clinical insights in pancreatic cancer by Jin Su Kim, Chan Hee Park, Eunyoung Kim, Hee Seung Lee, Jinyoung Lee, Jeehoon Kim, Eun Hee Kam, Sanghee Nam, Moon Jae Chung, Jeong Youp Park, Seung Woo Park, Sangwoo Kim, Galam Leem, Seungmin Bang

“…Notably, the IC50 values for the 3D organoids were generally higher, reflecting the structural complexity and drug penetration barriers observed in vivo. …”
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Integrated transcriptomic and functional modeling reveals AKT and mTOR synergy in colorectal cancer by Marcin Duleba, Eliza Zimoląg, Joanna Szuszkiewicz, Marcin Serocki, Joanna Szklarczyk, Olga Dracz, Alexander Kurzejamski, Izabella Więckowska, Marcelina Chmiel, Barbara Lipert, Katarzyna Sarad, Joanna Krawczyk, Oleksii Bryzghalov, Agata Stachowicz-Wałaszek, Karolina Pyziak, Joanna Drozdowska, Krzysztof Baczyński, Konrad Wojtowicz, Maurycy Chronowski, Krzysztof Rataj, Magdalena Otrocka, Michał Mikula, Paula Feliksiak, Rafał Dziadziuszko, Tomasz Rzymski, Andrew Thomason, Krzysztof Brzózka, Andrzej Mazan

“…Importantly, our engineered model and patient-derived cells reflect the complexity and heterogeneity of primary tumors, not observed with standard immortalized cell lines, offering a more clinically relevant system, although further validation is needed. …”
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Research advances on reisistance to kiwifruit bacterial canker by ZHANG Min, SUN Leiming, FU Rong, LIN Miaomiao, WANG Ran, QI Xiujuan

“…Since the first KBC was detected in Japan in 1984, it has been discovered in various countries around the world. …”
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S-nitrosylation of EZH2 alters PRC2 assembly, methyltransferase activity, and EZH2 stability to maintain endothelial homeostasis by Ashima Sakhuja, Ritobrata Bhattacharyya, Yash Tushar Katakia, Shyam Kumar Ramakrishnan, Srinjoy Chakraborty, Hariharan Jayakumar, Shailesh Mani Tripathi, Niyati Pandya Thakkar, Sumukh Thakar, Sandeep Sundriyal, Shibasish Chowdhury, Syamantak Majumder

“…Molecular dynamics simulation reveals the inability of SUZ12 to efficiently bind to the SAL domain of EZH2 upon S-nitrosylation. …”
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A Tensor Space for Multi-View and Multitask Learning Based on Einstein and Hadamard Products: A Case Study on Vehicle Traffic Surveillance Systems by Fernando Hermosillo-Reynoso, Deni Torres-Roman

“…For this relationship, the lower the rank values, the more computationally efficient the approximation. To the best of our knowledge, this relationship has not previously been reported in the literature. …”
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Possibilities of a software-based hybrid single photon emission computed tomography/ magnetic resonance imaging in the diagnosis of complicated diabetic foot syndrome by V. D. Zavadovskaya, M. A. Zorkal’tsev, V. D. Udodov, M. A. Zamyshevskaya, O. Yu. Kilina, A. P. Kurazhov, K. M. Popov

“…Thus, comparing MRI (90.9% sensitivity and 80.0% specificity), labeled leukocyte scintigraphy (96.2% sensitivity and 76.0% specificity), and hybrid SPECT/MRI (95.5% sensitivity and 85.0% specificity) showed the high diagnostic efficiency of the latter.…”
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Recovery in personality disorders: the development and preliminary testing of a novel natural language processing model to identify recovery in mental health electronic records by Giouliana Kadra-Scalzo, Jaya Chaturvedi, Oliver Dale, Richard D. Hayes, Lifang Li, Shaza Mahmood, Jonathan Monk-Cunliffe, Angus Roberts, Paul Moran

“…Future research needs to improve the efficiency of pre-processing strategies to handle long clinical documents.…”
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Implementing Customized Electronic Quality Checklists to Reduce Errors and Improve Workflow in Radiotherapy by Zaheeda Mulla, Victor J. Joseph John, Rania Hashem, Hatim Z. Almarzouki, Abdullah Almohamad, Mohammad Attar, Hane Muamenah, Hanadi F. Habibullah, Hussam Hijazi

“…PURPOSEAdvancements in radiation oncology have improved treatment precision and effectiveness but increased procedural complexity and error risk because of higher patient volumes. …”
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Multi-objective Optimization Design of Component Cooling System in HPR1000 by ZHAO Weiguang1, 2, YU Pei1, 3, ZENG Xiaobo1, 2, FAN Guangming1, 2, YAN Changqi1, 2

“…To enhance the design of the component cooling system (RRI) within the HPR1000 cold chain system and to address issues of low utilization efficiency and poor economic performance under specific design and operational conditions, a mathematical model was developed. …”
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