PTSD course and predictors in a 15 year longitudinal cohort following suspected serious injury by Jeanet F. Karchoud, Chris M. Hoeboer, Irina Karaban, Joanne Mouthaan, Marit Sijbrandij, Miranda Olff, Rens van de Schoot, Mirjam van Zuiden

“…Early post-trauma predictors had predictive value up to 12–15 years. This suggests that early risk identification of one-year PTSD and subsequent effective early interventions also hold long-term beneficial effects for PTSD outcome.…”
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Methodology Based on BERT (Bidirectional Encoder Representations from Transformers) to Improve Solar Irradiance Prediction of Deep Learning Models Trained with Time Series of Spati... by Llinet Benavides-Cesar, Miguel-Ángel Manso-Callejo, Calimanut-Ionut Cira

“…In this study, we propose a novel end-to-end methodology for solar irradiance forecasting that starts with the search for the data and all of the preprocessing operations involved in obtaining a quality dataset, continuing by imputing missing data with the BERT (Bidirectional Encoder Representations from Transformers) model, and ending with obtaining and evaluating the predicted values. This novel methodology is based on three phases; namely, Phase_1, related to the acquisition and preparation of the data, Phase_2, related to the proposed imputation with a BERT model, and Phase_3, related to the training and prediction with new models based on deep learning. …”
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ST-GAT Resident OD Prediction Model Based on Mobile Signaling Data by Xianguang Jia, Weijie Fang, Yingying Lyu, Jinke Zhang, Mengyi Guo, Dong Li, Jie Qu, Fengxiang Guo

“…In this paper, this model is compared with the existing ST-GCN, DMS, GMM, PSAM-CNN, ST-Transformer, and COMD models, and the experimental results show that the predicted values of the ST-GAT model have a significant improvement in the prediction accuracy compared to other models. …”
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Combined preoperative platelet-albumin ratio and cancer inflammation prognostic index predicts prognosis in colorectal cancer: a retrospective study by Kuan Wang, Kejin Li, Ziyi Zhang, Xiangyue Zeng, Zhimin Wu, Boxiang Zhang, Yipeng Pan, Lucy Yue Lau, Zeliang Zhao, Yi Chen

“…In this study, we investigated the predictive value of two easy-to-measure preoperative markers, platelet-to-albumin ratio (PAR) and cancer inflammation prognostic index (CIPI), in postoperative survival of patients with CRC. …”
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Creatinine to cystatin C ratio as a predictor of complications after laparoscopic colorectal cancer surgery: a retrospective study by Li Jiale, Chen Qiaoming, Lan Jiuan, Fang Chuxuan, Wen Ningyu, Gan Jialiang, Tang Shuangyi

“…[Objectives] To investigate the predictive value of creatinine to cystatin C ratio for the occurrence of complications in colorectal cancer patients within 30 days after surgery. …”
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Investigating Engine Performance and Emission Characteristics during Testing of Diesel-Biodiesel Mixed Fuels Obtained from Vegetable Oils and their Modeling by S. R. Mousavi Seyedi, M. Askari, S. M. R. Miri

“…However, ANFIS demonstrated a much higher correlation between actual and predicted values, with R² exceeding 0.98 for both performance parameters and emissions, compared to R² values below 0.47 for linear regression and below 0.92 for non-linear regression. …”
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Prediction of sinus rhythm maintenance after radiofrequency ablation in patients with atrial fibrillation using speckle tracking echocardiography and dynamics of left atrial struct... by T. I. Musin, Z. A. Bagmanova, D. A. Gareev, V. G. Rudenko, N. Sh. Zagidullin

“…The baseline LA S and SR values have a high predictive value for AF recurrence in patients after RFA. …”
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A comparative analysis of cardiopulmonary features in patients with systemic sclerosis and mixed connective tissue disease: results from SOPHIE registry by Mi Zhou, Mi Zhou, Bing-hua Wang, Ming-jiao Liao, Rui Yang, Jing Tan, Wen-jun Zhang, Chun-ka Wong, Chung-Wah Siu, Lixue Yin

“…Pulmonary function tests revealed a decreased FEF50% predicted value (88.69 ± 44.58 vs. 122.86 ± 59.57, p < 0.001) and a higher proportion of patients with FEF75% predicted value <65% (28.26% vs. 10.71%, p = 0.009) in the SSc group compared to the MCTD group. …”
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Application of Radiomics in Predicting the Prognosis of Medulloblastoma in Children by Jiashu Chen, Wei Yang, Zesheng Ying, Ping Yang, Yuting Liang, Chen Liang, Baojin Shang, Hong Zhang, Yingjie Cai, Xiaojiao Peng, Hailang Sun, Wenping Ma, Ming Ge

“…The radiomic–clinical molecular features had better predictive value for OS (C-index = 0.860; Brier score: 0.087) than the radiomic features (C-index = 0.762; Brier score: 0.073) or clinical molecular characteristics (C-index = 0.806; Brier score: 0.092). …”
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Tradisi Pembersihan Bende sebagai Sarana Pendidikan Islam di Desa Bumijawa: Studi Nilai Sosial dan Religius by Roikhatul Jannah, Syamsul Falah, Tri Hikmatul Amelia

“…The research seeks to understand the tradition's process, its perspective within Islamic education, and the educational values embedded in the tradition in Bumijawa Village. …”
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Economy, Education and Physical Education in Kenya in the Light of Statistical Indicators by HIDEG Gabriella

“…One of the interesting points of the study is the comparison of Kenya’s educational values with those of Malaysia or other African countries, and also specifically mapping the physical education development of Kenya. …”

Maternal Morbidity in Women with Placenta Previa Managed with Prediction of Morbidly Adherent Placenta by Ultrasonography by Midori Fujisaki, Seishi Furukawa, Yohei Maki, Masanao Oohashi, Koutarou Doi, Hiroshi Sameshima

“…The sensitivity and positive predictive value for the detection of MAP were 64% and 100%. …”
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Risk assessment score for drug eluting stent restenosis by Z. A. Gabbasov, I. S. Melnikov, S. V. Byazrova, S. G. Kozlov

“…ROC-analysis showed high predictive value of the model (square under curve ROC 0,78, p<0,001). …”
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Experiment of Pullout Expansion Anchor in Installation Cast in Place and Post Installed with Concrete Breakout Failure by Amirul Huda, Henry Apriyatno

“…The result of the study is the predicted value of the anchor pullout capacity with the failure of concrete breakout due to the theoretical pullout, namely 42,223 N, anchor pullout test results with cast in place method of 40,574 N and post installed method by 37,494 N. …”
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Immune characteristics and SALL1 methylation as prognostic biomarkers in primary and metastasis colorectal cancer by Yiwen Zhang, Tianqi Han, Hui Zhang, Jiali Li, Jun Chu, Jiaqi Liu

“…Among these, the methylation level at the cg13755795 site emerged as an independent prognostic biomarker, offering predictive value for patient outcomes.Our findings provide a comprehensive view of the transcriptomic and epigenetic differences between CRC and mCRC, identify novel prognostic biomarkers and therapeutic targets, and propose potential strategies for personalized prognosis prediction and targeted therapy. …”
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Financial Interrelations of scenario Indicators of budget Forecasting with Indicators of the Federal budget of Russia by M. E. Kosov, E. K. Voronkova, A. Yu. Chalova

“…The study is based on an abstract-logical method, including a critical analysis of the predictive values of macro-indicators adopted as the basis for the parameters of the federal budget of the Russian Federation in 2023 and the planned period of 2024 and 2025 (using the level of consumer prices and the exchange rate of the ruble as an example), establishing causal relationships between the reliability of projected budget parameters at the federal level and the state of the Russian economy, identifying possible directions for the development of approaches to forecasting initial indicators for the preparation of the federal budget. …”
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Finite Element Model-Based Weight-Over Process Philosophy for Bridge Loading Capacity Evaluation and Rating Factor Estimation by Ali Karimpour, Salam Rahmatalla, Hossein Bolboli Ghadikolaee

“…The results showed that WOP-predicted values at the interior girders were between those of the conventional AASHTO and the nondestructive testing (NDT) strain measurement methods. …”
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Endometrial Cut Off Thickness as Predictor of Endometrial Pathology in Perimenopausal Women with Abnormal Uterine Bleeding: A Cross-Sectional Study by Priti Kumari, Harsha S. Gaikwad, Banashree Nath

“…We aim to determine the predictive value of endometrial thickness by transvaginal ultrasonography (TVS) in diagnosing endometrial pathology and to evaluate whether Doppler complements its diagnostic efficacy in perimenopausal women with abnormal uterine bleeding. …”
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Design and analysis of parameter optimization on development of corn straw fiber composition by ultrasound with alkalization pretreatment by SHEN Weizheng, QU Tengyu, WEI Xiaoli, MU Yingxin

“…The relative errors of actual values and predicted values were less than 13%, 12% and 14%, respectively. …”
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The Suggested Reciprocal Relationship between Maximum, Minimum and Optimum Usable Frequency Parameters Over Iraqi Zone by Khalid Abdul-Kareem Hadi, Marwa D. Abdulkareem

“…The reciprocal relationships between MUF, LUF and OWF parameters (present values) have shown a good fitting with the data generated using the international models (predicted values) and theoretical values calculated from the criterion equation.…”
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