A novel mitochondrial quality regulation gene signature for anticipating prognosis, TME, and therapeutic response in LUAD by multi-omics analysis and experimental verification by Lijun Zeng, Sixuan Wu, Zhimin Li, Yuanbin Tang, Yeru Tan, Renji Liang, Yuehua Li

“…Utilizing the LASSO algorithm and multivariate COX regression, a predictive risk model was created. …”
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Adaptive Fuzzy Control of Sludge Conditioning and Pressing by Luo Long

“…The purpose is to set up an adaptive fuzzy control algorithm to treat the problems of conditioning, mixing, feeding, and pressing control, so that the equipment used to process the sludge can run on demand. …”
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Identification of PET/CT radiomic signature for classification of locally recurrent rectal cancer: A network-based feature selection approach by Sara Dalmonte, Maria Adriana Cocozza, Dajana Cuicchi, Daniel Remondini, Lorenzo Faggioni, Paolo Castellucci, Andrea Farolfi, Emilia Fortunati, Alberta Cappelli, Riccardo Biondi, Arrigo Cattabriga, Gilberto Poggioli, Stefano Fanti, Gastone Castellani, Francesca Coppola, Nico Curti

“…Background: The modern approach to treating rectal cancer, which involves total mesorectal excision directed by imaging assessments, has significantly enhanced patient outcomes. …”
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Multi-Static Radar System Deployment Within a Non-Connected Region Utilising Particle Swarm Optimization by Yi Han, Xueting Li, Tianxian Zhang, Xiaobo Yang

“…By modeling and reformulating the problem, it can be represented as a multi-objective mixed integer programming (MOMIP), which eliminates the need for additional constraints. To enhance the algorithm performance, integer variables and continuous ones are treated separately employing multiple velocity formulas. …”
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A Method for Randomly Hiding Secret Encrypted Data in Images using Cellular Automata by Ansam Abdulmajeed, Fatima Abdullatif, Wafaa Mustafa

“…The present research was aimed to design and implement an algorithm that combines cryptography and steganography to achieve a higher level of security. …”
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Numerical solution for consistent initial conditions of constrained mechanical systems by Dinh Van Phong

“…Algorithms and examples are shown in order to illustrate the considered technique. …”
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Stability Analysis of Neural Networks-Based System Identification by Talel Korkobi, Mohamed Djemel, Mohamed Chtourou

“…This paper treats some problems related to nonlinear systems identification. …”
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The choice of tactics of surgical treatment of patients with fractures of the head of the radius by K. S. Egorov, V. A. Neverov, V. Yu. Zuev, M. A. Zemskova, S. N. Chernyaev

“…Of these, 65 patients with 67 fractures (group 1) were treated according to the algorithm proposed by the authors, and 39 patients with 39 fractures (group 2) were treated contrary to this algorithm.RESULTS. …”
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Discovery of effective infrequent sequences based on maximum probability path by Ke Lu, Xianwen Fang, Na Fang, Esther Asare

“…Most existing studies either ignore them or treat them as harmful behaviours. To distinguish effective infrequent sequences from noisy activities, this paper proposes an algorithm to analyse the distribution states of activities and the strong transfer relationships between behaviours based on maximum probability paths. …”
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Predictive density profile control with discrete pellets, applied to integrated simulations of ITER by C.A. Orrico, M. van Berkel, T.O.S.J. Bosman, L. Ceelen, W.P.M.H. Heemels, F. Koechl, D. Krishnamoorthy

“…We highlight the necessity of treating pellets as discrete events for controller performance and for remaining within density limits. …”
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Exploring the phytochemical profile, antioxidant and anti-inflammatory potential of Bidens pilosa: A Systematic Review by Ekom Monday Etukudo, Ibe Michael Usman, Augustine Oviosun, Vivian Onyinye Ojiakor, Isxaq Abdi Jama, Wusa Makena, Danladi Makeri, Elna Owembabazi, Patrick Maduabuchi Aja, Josiah Ifie, Ilemobayo Victor Fasogbon, Victor Bassey Archibong, Emeka Anyanwu

“…Scopus, PubMed, and Web of Science were searched using the following search algorithm: (“Bidens pilosa”) AND (“antioxidant”) AND (“anti-inflammatory” OR “anti-inflammatory”) on the second of April 2025 without any filters. …”
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The Application of Radiofrequency Waves in Supportive Treatment of Temporomandibular Disorders by M. Pihut, M. Górnicki, M. Orczykowska, E. Zarzecka, W. Ryniewicz, A. Gala

“…The main methods for treating disorders are the use of occlusal splints and physiotherapeutic rehabilitation as supportive treatment. …”
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A One- or Two-Stage Revision of Fungal Prosthetic Joint Infection: A Review of Current Knowledge, Pitfalls and Recommendations by Hazem Alkhawashki, Joseph Benevenia, Lorenzo Drago, Yazan Kadkoy

“…Fungal prosthetic joint infection (fPJI) is one of the orthopaedic pathologies where there is no clear evidence, guidelines or algorithm to guide the surgeon in its management. This is in addition to the difficulty with which these infections are diagnosed, isolated and treated. …”
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COVID-19: WAYS TO IMPROVE TREATMENT OUTCOMES. TRANSFORMING PERCEPTIONS ABOUT INTENSIVE CARE OF CORONAVIRUS INFECTION by Dmytro D. Diachuk, Oleg L. Ziukov, Volodymyr I. Cherniy, Oleksandr V. Naumenko, Anatolii I. Denysenko

“…The algorithm for providing care for ARF included a step-by-step approach in choosing respiratory therapy for COVID-19. …”
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First Results of Our Local Practice Guide Used During the Late Phase of Resuscitation in Patients with Refractory VF in Out of Hospital Cardiac Arrest by Slagt C, Van Kuijk SM, Bruhn J, Van Geffen GJ, Mommers L

“…Data were derived from the HEMS database and the treating hospitals. Primary outcome was the return of spontaneous circulation. …”
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Nonspecificity of adaptogenic effects of Ukrainian phytocompositions “Balm Truskavets’” and tea ATINE® by Igor Bombushkar, Anatoliy Gozhenko, Oksana Fihura, Ivan Savytskyi, Walery Zukow, Igor Popovych

“…The day after the completion of the treating course in all rats assessed the state of the neuro-endocrine-immune complex and metabolism according to the algorithm of the Truskavetsian Scientific School of Balneology and Phytotherapy. …”
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Predicting biogas production in real scale anaerobic digester under dynamic conditions with machine learning approach by M. Erdem Isenkul, Sevgi Güneş-Durak, Yasemin Poyraz Kocak, İnci Pir, Mertol Tüfekci, Güler Türkoğlu Demirkol, Selçuk Sevgen, Aslı Seyhan Çığgın, Neşe Tüfekci

“…This study aimed to investigate the predictability of changes in biogas production using the SVR algorithm with an RBF kernel in a full-scale anaerobic digester treating wastewater from a fruit processing plant. …”
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Wearable Artificial Intelligence for Sleep Disorders: Scoping Review by Sarah Aziz, Amal A M Ali, Hania Aslam, Alaa A Abd-alrazaq, Rawan AlSaad, Mohannad Alajlani, Reham Ahmad, Laila Khalil, Arfan Ahmed, Javaid Sheikh

“…Technology companies should prioritize advancements such as deep learning algorithms and invest in wearable AI for treating sleep disorders, given its potential. …”
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Evaluation of post-market adverse events of lubiprostone: a real-world adverse event analysis from the FAERS database by Qingqing Li, Jijun Zhang, Chuanli Yang, Xiushan Dong, Yan Wang

“…Abstract Objective Lubiprostone is a selective intestinal chloride channel activator approved for treating chronic idiopathic constipation and constipation-predominant irritable bowel syndrome in adults. …”
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An Enhanced Sequential ISAR Image Scatterer Trajectory Association Method Utilizing Modified Label Gaussian Mixture Probability Hypothesis Density Filter by Lei Liu, Zuobang Zhou, Cheng Li, Feng Zhou

“…After that, a ML-GM-PHD filtering algorithm is proposed to realize the scatterer trajectory association. …”
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