The use of machine learning methods in the development of nasal dosage forms with cerebroprotective action by B. S. Burlaka, I. F. Bielenichev

“…The aim of the study is to develop models of machine learning for in silico forecast of the rational composition of nasal dosage forms with cerebroprotective action. …”
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Evaluation of the prognosis of elderly patients with heart failure by Monocyte-to-High-Density Lipoprotein Ratio, Neutrophil Gelatinase-Associated Lipocalin, and Angiotensin II by Huadong Liu, Feng Gan, Kun Fu, Liyun Liu, Tingting Wang, Hong Yang, Yudong Fan

“…The AUC for MHR, NGAL, and Ang II in forecasting one-month mortality were 0.740 (95% CI: 0.668–0.811), 0.659 (95% CI: 0.581–0.738), and 0.628 (95% CI: 0.547–0.710), respectively. …”
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Combined predictive value of prognostic nutritional index and neutrophil to lymphocyte ratio for all-cause mortality risk in maintenance hemodialysis patients: a cohort study follo... by Fang Xu, Shuang Cheng, Peng Shu, Yilan Liang, Xia Wang, Haitao Bai

“…Abstract Background To assess the prognostic value of the prognostic nutritional index (PNI) alongside the neutrophil-to-lymphocyte ratio (NLR) in forecasting all-cause mortality in patients undergoing maintenance hemodialysis (MHD), and to pinpoint independent risk factors linked to all-cause mortality, thereby facilitating the guidance of prompt clinical interventions. …”
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Development of Imaging Complexity Biomarkers for Prediction of Symptomatic Radiation Pneumonitis in Patients with Non-Small Cell Lung Cancer, Focusing on Underlying Lung Disease by Jeongeun Hwang, Hakyoung Kim, Joon-Young Moon, Sun Myung Kim, Dae Sik Yang

“…In univariate Cox-proportional hazard analysis, patients with a lower MST fractal dimension had a significantly higher hazard ratio of 2.296 (95% CI: 1.348–3.910) for grade ≥ 2 RP. …”
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Postoperative hyperglycemia in patients with traumatic brain injury: development of a prediction model by Xiangyi Yin, Yi Xia, Liuyan Shen, Xiaowen Zhu, Lichun Lu, Xianlan Meng

“…Utilizing the regression coefficients derived from each significant risk factor, we subsequently constructed a predictive model aimed at forecasting postoperative hyperglycemia. Results A total of 216 TBI patients were included. …”
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Heat and Mass Transfer of Boundary Layer Jeffrey Ternary Hybrid Nanofluid Flow Over Porous Wedge With Surface-Catalysed Chemical Reactions: An ANFIS Model by M. Shanmugapriya, A. S. Ashwinth Jeffrey, R. Sundareswaran

“…Hence, the developed ANFIS model shows the minimal error in predictions with high degree of accuracy of forecast in THNF flow.…”
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Refining the trophic diversity, network structure, and bottom‐up importance of prey groups for temperate reef fishes by S. Zarco‐Perello, S. Bennett, J. Goetze, T. H. Holmes, R. D. Stuart‐Smith, E. R. White

“…Identifying the specific trophic significance of different consumers and prey groups is important for ecological forecasting and the prioritization of conservation and resource management regulations in our current fast‐changing world.…”
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Assessing the impact of climate change on land-falling tropical cyclones (LFTCs) over the North Indian Ocean (NIO) and their effects on coastal agriculture in Maharashtra: A case s... by Shahenaz Mulla, Sudhir Kumar Singh, Rizwan Ahmed

“…The findings of this study could be used to improve the accuracy of operational forecasting of TCs over the North Indian Ocean basins. …”
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Construction and application of copula-based trivariate standardized river disconnection index for seasonal rivers in arid and semi-arid areas by Qingqing Qi, Zipeng Wang, Zezhong Zhang, Hang Yin, Hexin Lai, Yiyang Zhao, Fei Wang, Kai Feng

“…The SSRDI integrates surface water, groundwater, and soil water information to reveal the true hydrological conditions of seasonal rivers and provides a comprehensive analysis of ecological river disconnection patterns in Tabu River from 2002 to 2020. …”
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Electroencephalographic criteria of the functional outcome prognosis in the acute period of spontaneous supratentorial intracerebral hemorrhage by O. А. Koziolkin, A. A. Kuznietsov

“…Independent association with the risk of unfavorable functional outcome of SSICH in the acute period was proved for the following indexes of the spectral analysis of EEG pattern in the first 2 days from the onset of the disease: the relative delta band spectral power in the affected hemisphere (OR (95 % CI) = 1.18 (1.11–1.25), P ˂ 0.0001) and the fronto-occipital rhythm gradient of beta band in the affected hemisphere (OR (95 % CI) = 0.0007 (0.0001–0.0293), P = 0.0001). …”
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Dynamics of Epidemiological Manifestations of HIV Infection in the Gender Aspect (on the Example of the Republic of Tatarstan) by G. R. Khasanova, S. T. Agliullina, L. M. Mukharyamov, F. I. Nagimova, G. N. Khasanova, Kh. S. Khaertynov

“…The study of the epidemic process in dynamics, including the gender indicators of the epidemic, is important for forecasting the epidemic and modernizing prevention strategies. …”
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Recent advances on coxsackievirus A6 vaccine research by Xianfeng Zhou, Xianfeng Zhou, Han Mo, Hui Li, Fenglan He, Qian Yang, Qian Yang, Qian Yang

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Synoptic patterns associated with high-frequency sea level extremes in the Adriatic Sea by K. Ruić, J. Šepić, M. Vojković

“…The potential of using the <span class="inline-formula"><i>k</i></span>-medoids method for forecasting HF sea level oscillations is discussed.</p>…”
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A Five-Gene Signature for the Prediction of Event-Free Survival of Both Pediatric and Adult Acute Myeloid Leukemia by Dechang Chen, Alvin J. Liu, Li Sheng, Zhenqiu Liu, Irina Elcheva

“…<b>Methods:</b> We performed an integrated analysis of adult TCGA and pediatric TARGET expression datasets to pinpoint genes and pathways associated with EFS in both adult and pediatric AML. …”
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Optimal control strategies supported by system dynamics modelling: a study on hookworm disease in China by Huihui Zhu, Jinxin Zheng, Jilei Huang, Mizhen Zhang, Changhai Zhou, Tingjun Zhu, Hongchun Tian, Xiaohong Wu, Yang Liu, Bo Zhong, Hong Xie, Liping Zhang, Lei Tie, Jingwen Luo, Xiaoqin Mao, Bin Zhang, Xiu Deng, Suping Zhang, Menbao Qian, Shizhu Li, Xiaonong Zhou

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Aphid Species in Citrus Orchards in Crete: Key Vectors of Citrus Tristeza Virus and Automated Monitoring Innovations for Alate Aphids by Matthaios M. Mathioudakis, Kyriaki Varikou, Antonia Karagianni, Panagiota Psirofonia, Nikolaos Tektonidis, Despoina Kapantaidaki, Vasiliki Evangelou, Leonidas Economou, Beata Hasiów-Jaroszewska, Ilyas Potamitis

“…Overall, this work provides a detailed study of aphid species composition in citrus orchards, identifies the predominant local putative CTV vector, and introduces a novel sensor for aphid monitoring, contributing to improved epidemic forecasting and sustainable disease management strategies.…”
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Jian Pi Hua Tan Fang Reverses Trastuzumab Resistance of HER2‐Positive Gastric Cancer Through PI3K/AKT/mTOR Pathway: Integrating Network Pharmacology, Molecular Docking and Experime... by Jia Hu, Wenjing Bu, Yongfang Ding, Xin Li, Bo Zhang, Bo Shen, Cong Wu, Youqi Xu, Xiaoyang Zhang

“…Methods In this study, network pharmacology and molecular docking techniques were used to forecast the potential active ingredients, pathways, and targets of JPHTF in overcoming trastuzumab resistance in HER2‐positive GC. …”
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A web-based surveillance model of eosinophilic meningitis: future prediction and distribution patterns by Noppadol Aekphachaisawat, Kittisak Sawanyawisuth, Chalongchai Phitsanuwong, Sittichai Khamsai, Paiboon Chattakul, Verajit Chomtmongkol, Somsak Tiamkao, Panita Limpawattana, Vichai Senthong, Jarin Chindaprasirt, Chetta Ngamjarus

“…Methods: this study applied web-based surveillance to the prediction of EOM incidence and the analysis of its distribution pattern by using a national database, which may be used for future prevention and control. …”
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Simulation of Image-Guided Microwave Ablation Therapy Using a Digital Twin Computational Model by Frankangel Servin, Jarrod A. Collins, Jon S. Heiselman, Katherine C. Frederick-Dyer, Virginia B. Planz, Sunil K. Geevarghese, Daniel B. Brown, William R. Jarnagin, Michael I. Miga

“…The presence of tumor did not significantly affect ablation volumes within the same steatosis grade in 915 MHz simulations, but did significantly increase ablation volumes within mild-, moderate-, and high-fat steatosis grades in 2450 MHz simulations. An analysis of signed distance to agreement for placement strategies suggests that accounting for patient-specific tumor tissue properties significantly impacts ablation forecasting for the preoperative evaluation of ablation zone coverage.…”
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Western disturbances and climate variability: a review of recent developments by K. M. R. Hunt, K. M. R. Hunt, J.-P. Baudouin, A. G. Turner, A. G. Turner, A. P. Dimri, A. P. Dimri, G. Jeelani, Pooja, R. Chattopadhyay, R. Chattopadhyay, F. Cannon, T. Arulalan, T. Arulalan, M. S. Shekhar, T. P. Sabin, E. Palazzi

“…Over the last decade, recent studies have collectively made use of novel data, novel analysis techniques such as tracking algorithms, and the increasing availability of high-resolution weather and climate models. …”
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