The Prognostic Accuracy Evaluation of mNUTRIC, APACHE II, SOFA, and SAPS 2 Scores for Mortality Prediction in Patients with Sepsis by Pham Dang Hai, Le Thi Viet Hoa

“…The area under the ROC curves (AUC) for predicting the mortality of mNUTRIC was 0.79 (sensitivity 67.1% and specificity 81.0% (P<0.001)). …”
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A deep learning approach for early prediction of breast cancer neoadjuvant chemotherapy response on multistage bimodal ultrasound images by Jiang Xie, Jinzhu Wei, Huachan Shi, Zhe Lin, Jinsong Lu, Xueqing Zhang, Caifeng Wan

“…Therefore, accurate early prediction of the efficacy of NAC is essential for the clinical diagnosis and treatment of patients. …”
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Prediction of Dynamic Milling Stability considering Time Variation of Deflection and Dynamic Characteristics in Thin-Walled Component Milling Process by Li Zhang, Weiguo Gao, Dawei Zhang, Yanling Tian

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BAR Score Performance in Predicting Survival after Living Donor Liver Transplantation: A Single-Center Retrospective Study by Talaat Zakareya, Mohammad Taha, Hassan Elzohry, Ehab Darwiesh, Reda Aglan, Mostafa Elhelbawy, Hazem Zakaria, Mohamed Deif, Mohamed Abbasy

“…It showed superiority over other predictive models. We aimed to evaluate its performance in the prediction of survival after living donor liver transplantation (LDLT). …”
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LC and LC-MS/MS Analysis for Characterization of Novel Degradation Products of Ivosidenib: Exploration of Degradation Pathways and In Silico Predictions by Ahmed I. Foudah, Mohammed H. Alqarni, Aftab Alam

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Predictive factors associated with short‐term mortality in cats with feline infectious peritonitis treated with remdesivir or GS‐441524 or both by Sho Goto, Tsuyoshi Kamiyoshi, Ryota Iwasaki

“…Objective Identify predictive factors associated with short‐term mortality in cats with FIP treated with IV remdesivir or PO GS‐441524 or both. …”
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Prevalence, influencing factors, and prediction model construction of anemia in ankylosing spondylitis based on real-world data: An exploratory study. by Yifan Gong, Kun Yang, Zhaoyang Geng, Hongxiao Liu

“…The logistic model constructed based on these indicators for predicting the risk of anemia in AS demonstrated good efficacy.…”
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Cellular automata modelling of leukaemic stem cell dynamics in acute myeloid leukaemia: insights into predictive outcomes and targeted therapies by Yutaka Saikawa, Toshihiko Komatsuzaki, Nobuaki Nishiyama, Toshihisa Hatta

“…Our study revealed: (i) a correlation between LSC persistence post-induction chemotherapy and risk of AML relapse; (ii) MRD negativity based on LSC count may not reliably predict outcomes, supporting clinical evidence that patients with MRD-negative status can still be at risk of relapse; (iii) prolonged persistence of LSCs post-chemotherapy without disruption of normal haematopoiesis, aligning with clinical observations of dormant AML clones; (iv) early LSC dynamics post-induction chemotherapy, characterized by stochastic behaviours and movement velocities, are insufficient predictors of long-term prognosis; and (v) a distinct spatiotemporal organization of LSCs in later phases post-induction chemotherapy is correlated with long-term outcomes. …”
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Forecasting Crude Oil Consumption in China Using a Grey Prediction Model with an Optimal Fractional-Order Accumulating Operator by Huiming Duan, Guang Rong Lei, Kailiang Shao

“…This model has high simulation and prediction accuracies and is one of the important models in grey theory. …”
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Circulating Soluble ST2 Predicts All-Cause Mortality in Severe Heart Failure Patients with an Implantable Cardioverter Defibrillator by Zhi-wei Hou, Hai-bo Yu, Yan-chun Liang, Yang Gao, Guo-qing Xu, Min Wu, Zhu Mei, Zu-lu Wang, Zhi-guo Li, Yu-ying Li, Hai-xu Song, Jia-yin Li, Ya-ling Han

“…The best sST2 cutoff for predicting all-cause death was 43.42671 ng/ml (area under the curve: 0.72, sensitive: 0.69, and specificity: 0.69). …”
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A novel wireless sensor network deployment for monitoring and predicting abnormal actions in medical environment and patient health state by R. Manikandan, S. Arunprakash, Rakan A. Alsowail, Tharani Pandiaraj

“…Moreover, accurately predicting diseases and providing precise treatment remains complex due to the diverse nature of medical data and the limitations of traditional systems. …”
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The Prediction of Metro Shield Construction Cost Based on a Backpropagation Neural Network Improved by Quantum Particle Swarm Optimization by Lanjun Liu, Denghui Liu, Han Wu, Xinyu Wang

“…The prediction of construction cost of metro shield engineering is of great significance to project management. …”
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In-silico tool based on Boolean networks and meshless simulations for prediction of reaction and transport mechanisms in the systemic administration of chemotherapeutic drugs. by Fabián Mauricio Vélez Salazar, Iván David Patiño

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Predicting Radiative Heat Transfer in Oxy-Methane Flame Simulations: An Examination of Its Sensitivities to Chemistry and Radiative Property Models by Hassan Abdul-Sater, Gautham Krishnamoorthy, Mario Ditaranto

“…The refined FR chemistry model predictions of CO2 and O2 deviated from their measured values in the flame with 50% O2 in the oxidizer. …”
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Early Driving Pressure Changes Predict Outcomes during Venovenous Extracorporeal Membrane Oxygenation for Acute Respiratory Distress Syndrome by Harry Magunia, Helene A. Haeberle, Philipp Henn, Martin Mehrländer, Peer O. Vlatten, Valbona Mirakaj, Peter Rosenberger, Michael Koeppen

“…We report that very early driving pressure changes can serve as an indicator of disease severity and predict patient survival following ECMO therapy.…”
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Multipoint Vibration Response Prediction under Uncorrelated Multiple Sources Load Based on Elastic-Net Regularization in Frequency Domain by ZhenKai Cui, Cheng Wang, Jianwei Chen, Ting He

“…In order to solve the problems of large number of conditions at inherent frequencies and low prediction accuracy when using multiple multivariate linear regression methods for vibration response prediction alone, an elastic-net regularization method is proposed. …”
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The Modified Frailty 5-Factor Index Predicts Adverse Outcomes After Ventral Hernia Repair in a National Database by Allison L. Diaz, BS, Wen-Yu Lee, MS, Cheongeun Oh, PhD, Laura L. Kimberly, PhD, MSW, MBE

“…Previous research suggests that frailty better predicts adverse outcomes compared with historical risk proxies including age. …”
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Predictive factors of thrombosis during autologous stem cell transplantation in multiple myeloma: Experience from EHU Oran (Algeria) by Mohammed Amine BEKADJA, Brahim BENZINEB, Mansour BELKACEM, Hafida OUDJERIOUAT, Badra ENTASOLTAN, Soufi OSMANI, Kamila AMANI, Samira BOUCHAMA, Leila CHAREF, Mohamed BRAHIMI, Abdessamad ARABI, Rachir Amar BOUHASS, Nabil YAFOUR

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Predicting User Engagement in Health Misinformation Correction on Social Media Platforms in Taiwan: Content Analysis and Text Mining Study by Hsin-Yu Kuo, Su-Yen Chen

“…All 3 gist representations significantly predicted shares (risk: β=.08; P<.001, awareness: β=.08; P<.001, and value: β=.06; P<.001) and reactions (risk: β=.04; P=.007, awareness: β=.06; P<.001, and value: β=.05; P<.001) when considering comment content. …”
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CURRENT ISSUES OF APPLICATION OF FOREIGN EXPERIENCE OF PREDICTING THE ECONOMIC NEEDS IN QUALIFIED PERSONS IN PRACTICE OF GOVERNMENT MANAGEMENT IN RUSSIAN FEDERATION by I. Gorokhova, E. Nikitskaya, N. Sorokina

“…It is shown that in highly developed countries a balance models and general computable equilibrium models are used to predict the dynamics of labor and employment markets. …”
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