Aplicación de un Algoritmo Evolutivo Flexible a la Optimización de la Operación de Sistemas Hidrotérmicos by Carlos Jordán Villamar, Duval Medina, Andrés Zuñiga

“…Results were compared with those obtained from GAMS* and two other classic evolutionary algorithms: genetic algorithms and evolutionary strategies. …”
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Role of hepcidin in the development of anemia in patients with rheumatoid arthritis by Elena Andreyevna Galushko, D A Belenky, E N Aleksandrova, L N Kashnikova

“…The Institute’s differential diagnostic algorithm involving SF, TSIBC, and ITS was used to diagnose iron deficiency. …”
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Integrative radiomics of intra- and peri-tumoral features for enhanced risk prediction in thymic tumors: a multimodal analysis of tumor microenvironment contributions by Liang zhu, Jiamin Li, Xuefeng Wang, Yan He, Siyuan Li, Shuyan He, Biao Deng

“…Subsequently, hierarchical clustering and the LASSO algorithm were applied to identify the most predictive features. …”
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18F-FLUORODEOXYGLUCOSE POSITRON EMISSION TOMOGRAPHY COMBINED WITH COMPUTED TOMOGRAPHY IN EVALUATION OF EFFECTIVENESS OF TARGETED THERAPY OF RADIOACTIVE IODINE-REFRACTORY DIFFERENT... by A. A. Odzharova, M. B. Dolgushin, A. M. Mudunov, I. S. Romanov, R. E. Tulin, D. I. Nevzorov

“…Blokhin National Medical Research Oncology Center, Ministry of Health of Russia; 24 Kashirskoe Shosse, Moscow 115478, Russia Positron emission tomography (PET) with 18F-fluorodeoxyglucose is included in the algorithm of examination and monitoring in patients with radioactive iodine-refractory differentiated thyroid cancer. …”
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Computer-assisted analysis of routine EEG to identify hidden biomarkers of epilepsy: A systematic review by Émile Lemoine, Joel Neves Briard, Bastien Rioux, Oumayma Gharbi, Renata Podbielski, Bénédicte Nauche, Denahin Toffa, Mark Keezer, Frédéric Lesage, Dang K. Nguyen, Elie Bou Assi

“…Significance: We provide guidelines regarding patient selection, reference standard, algorithms, and performance validation.…”
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Activated TBK1 promotes ACSL1-mediated microglia lipid droplet accumulation and neuroinflammation in Parkinson’s disease by Chunlei Han, Huizhi Wang, Moxuan Zhang, Liuliu Wu, Anni Wang, Pengda Yang, Yuan Gao, Chaonan Zhang, Jianing Gao, Tao Xue, Tingting Du, Yucheng Ji, Lin Shi, Chunkui Zhang, Renpeng Li, Yilei Xiao, Jianguo Zhang, Fangang Meng

“…Here, we report a subtype of microglia characterized by high expression of long-chain acyl-CoA synthetase 1 (ACSL1) through single-nucleus RNA sequencing analysis and machine learning algorithms, linking lipid metabolism to PD neuroinflammation. …”
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Recognition and management of auditory verbal hallucinations in borderline personality disorder by M. B. A. Niemantsverdriet, M. B. A. Niemantsverdriet, C. W. Slotema, C. W. Slotema, I. H. A. Franken, J. Brandsma, M. J. P. M. Verbraak, M. L. Deen, J. D. Blom, J. D. Blom, J. D. Blom, M. Van der Gaag

“…Further research is needed to develop algorithms to optimize doses in individual patients, to develop treatment guidelines, and to explore the effects of nonpharmacological treatments.…”
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Machine learning-based model for acute asthma exacerbation detection using routine blood parameters by Youpeng Chen, Junquan Sun, Yabang Chen, Enzhong Li, Jiancai Lu, Huanhua Tang, Yifei Xie, Jiana Zhang, Lesi Peng, Haojie Wu, Zhangkai J. Cheng, Baoqing Sun

“…Data from 23,013 asthma patients treated at the First Affiliated Hospital of Guangzhou Medical University were analyzed. …”
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Artificial intelligence in psychiatry: A systematic review and meta-analysis of diagnostic and therapeutic efficacy by Moustaq Karim Khan Rony, Dipak Chandra Das, Most. Tahmina Khatun, Silvia Ferdousi, Mosammat Ruma Akter, Mst. Amena Khatun, Most. Hasina Begum, Md Ibrahim Khalil, Mst. Rina Parvin, Daifallah M Alrazeeni, Fazila Akter

“…The risk of bias assessment indicated high methodological rigor in most studies, though challenges like algorithmic biases and data quality remain. Conclusion AI demonstrates robust diagnostic and therapeutic capabilities in psychiatry, offering a data-driven approach to personalized mental healthcare. …”
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Research on Internal Response in Three-Dimensional Elastodynamic Time Domain Boundary Element Method by Lihui Li, Honjun Li, Xiaofei Qin, Weidong Lei, Yan Liu

“…The correctness of the algorithm and theory is verified through two classical numerical examples. …”
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Cervical cancer prediction using machine learning models based on routine blood analysis by Jie Su, Hui Lu, Ruihuan Zhang, Na Cui, Chao Chen, Qin Si, Biao Song

“…The key to preventing and treating CC is early detection, diagnosis, and treatment. …”
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Identification and validation of biomarkers, construction of diagnostic models, and investigation of immunological infiltration characteristics for idiopathic frozen shoulder by Han-tao Jiang, Li-ping Shen, Meng-Qi Pang, Min-jiao Wu, Jiang Li, Wei-jie Gong, Gang Jin, Rang-teng Zhu

“…At the outset, we conducted differential expression analysis, weighted gene co-expression network analysis (WGCNA), and utilized the cytoHubba plugin, complemented by two machine learning algorithms, receiver operating characteristic (ROC) analysis, and expression level evaluation to identify biomarkers for FS. …”
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Identification of a Prognosis-Related Risk Signature for Bladder Cancer to Predict Survival and Immune Landscapes by Linhui Wang, Yutao Wang, Jianfeng Wang, Luanfeng Li, Jianbin Bi

“…Many compounds with higher sensitivity for treating bladder cancer patients in the low-TNFRSF14-expression group were identified, with obatoclax being a potential drug most likely to treat patients in the low-TNFRSF14-expression group. …”
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Transthyretin amyloid cardiomyopathy: Literature review and red‐flag symptom clusters for each cardiology specialty by Yasuhiro Izumiya, Toru Kubo, Jin Endo, Seiji Takashio, Masatoshi Minamisawa, Jun Hamada, Tomonori Ishii, Hajime Abe, Hiroaki Konishi, Kenichi Tsujita

“…However, no established algorithms are available regarding HF management in this patient population. …”
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Quality of care for severe acute malnutrition delivered by community health workers in southern Bangladesh by Chloe Puett, Jennifer Coates, Harold Alderman, Kate Sadler

“…Abstract This study assessed the quality of care provided by community health workers (CHWs) in managing cases of severe acute malnutrition (SAM) according to a treatment algorithm. A mixed methods approach was employed to provide perspectives on different aspects of quality of care, including technical competence and acceptability to caretakers. …”
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Ustification of the parameters for setting up operations of through-pass centerless grinding by P.V. Malinin, P.Yu. Bochkarev, I.I. Artemov, M.O. Goncharov

“…The insufficiently widespread use of centerless grinding methods, characterized by high productivity and the quality of the treated surfaces, in modern production is due to insufficient scientific study of certain issues of setting up technological operations. …”

A Single LED Positioning System Based on Circle Projection by Ran Zhang, Wen-De Zhong, Qian Kemao, Sheng Zhang

“…The expressions for determining the receiver's orientation and location are derived in terms of the geometric parameters. Our algorithm enhances the system robustness by overcoming the possible interruptions in conventional VLP systems, which require multiple LEDs. …”
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Structure-Aware Bayesian Compressive Sensing for Near-Field Source Localization Based on Sensor-Angle Distributions by Si Qin, Yimin D. Zhang, Qisong Wu, Moeness G. Amin

“…The technique utilizes the sensor-angle distribution (SAD) that treats the source range and direction-of-arrival (DOA) information as sensor-dependent phase progression. …”
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MPMFFT based DCA-DBT integrated probabilistic model for face expression classification by Kapil Juneja

“…This transformed data form is treated under the danger theory. At First, DCA (Dendric Cell algorithm) is ready to generate feature patterns to identify safe and danger qualified features. …”
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Raynaud’s phenomenon in the rheumatologist’s practice by R.T. Alekperov

“…This review focuses on pathogenesis, the algorithm of early and differential diagnosis of RP, and current approaches to therapy based on the analysis of the published and our own data.…”
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