Predictive Modeling of the Hydrate Formation Temperature in Highly Pressurized Natural Gas Pipelines by Mustafa Karaköse, Özgün Yücel

“…In this study, we aim to develop advanced machine learning regression models for the prediction of hydrate temperature based on the chemical composition of sweet gas mixtures. …”
Get full text

Predictive Modeling of Urban Travel Demand Using Neural Networks and Regression Analysis by Muhammed Ali Çolak, Osman Ünsal Bayrak

“…Data collected from various user groups, including households and university students, provide a comprehensive understanding of local travel behavior. Four predictive modeling techniques, linear regression, Poisson regression, negative binomial regression, and artificial neural networks (ANNs), were applied to the dataset, followed by a comparative performance evaluation. …”
Get full text

Subjective Global Assessment and Handgrip Strength as Predictive Factors in Patients with Liver Cirrhosis by Maria Ciocîrlan, Andreea Ruxandra Cazan, Mihaela Barbu, Mircea Mănuc, Mircea Diculescu, Mihai Ciocîrlan

“…Malnutrition is common in patients with chronic liver disease. We aimed to evaluate malnutrition assessment tools in predicting severity and survival of patients with liver cirrhosis. …”
Get full text

Predictive Value of Frailty on Outcomes of Patients With Cirrhosis: Systematic Review and Meta-Analysis by Wen-Zhen Tang, Sheng-Rui Zhu, Shu-Tian Mo, Yuan-Xi Xie, Zheng-Ke-Ke Tan, Yan-Juan Teng, Kui Jia

“…However, no quantitative meta-analysis has evaluated the prognostic value of frailty in patients with cirrhosis. …”
Get full text

The predictive and prognostic value of skeletal muscle mass in cancer patients with distant metastases by Cemil Oktay, Gökmen Aktaş, Baran Yusufoğlu, Mahmut Çoraplı, Tülay Kuş

“…After strict standardization, we aim to evaluate both the predictive and prognostic value of low muscle mass (LMM) in common cancer types for first-line chemotherapy.Methods: This retrospective single-center study was conducted in a regional hospital between 2015 and 2020. …”
Get full text

Diabetic Retinopathy Is Strongly Predictive of Cardiovascular Autonomic Neuropathy in Type 2 Diabetes by Chih-Cheng Huang, Jong-Jer Lee, Tsu-Kung Lin, Nai-Wen Tsai, Chi-Ren Huang, Shu-Fang Chen, Cheng-Hsien Lu, Rue-Tsuan Liu

“…One hundred and seventy-four patients with type 2 diabetes were evaluated through the methods of deep breathing and Valsalva maneuver for correlation with factors that might influence the presence and severity of CAN. …”
Get full text

Predictive value of non-invasive common carotid artery elasticity in heart recipients by A. O. Shevchenko, I. Yu. Tyunyaeva, M. M. Lysenko, N. N. Koloskova, I. I. Muminov, N. Yu. Zakharevich

“…Materials and methods. The study included 101 heart recipients. …”
Get full text

End-to-End Predictive Network for Accurate Early Crop Planting Area Estimation by Kedi Lu, Zhong Ma, Zhao He, Pengcheng Huo, Haochen Zhang, Jinfeng Tang

“…Additionally, multi-subimage technology is employed to solve the issue of inconsistent input sample size, and label distribution smoothing technology is used to tackle the problem of unbalanced sample distribution. The proposed method was evaluated on U.S. corn and soybean datasets. …”
Get full text

Predictive factors of extracorporeal shock wave lithotripsy failure in the treatment of patients with ureterolithiasis by O. S. Vozianov, S. O. Vozianov

“…The aim of the study was to determine the peculiarities of histological changes in the ureter wall as a result of calculus presence and to evaluate the predictive factors of ESWL failure in patients with ureterolithiasis. …”
Get full text

Efficacy and Predictive Factors of Oral Spironolactone Treatment in Chronic Central Serous Chorioretinopathy by Sheng Gao, Yun Zhang, Meixia Zhang

“…Purpose. To evaluate the efficacy of spironolactone in the treatment of chronic central serous chorioretinopathy (CSC) and identify imaging characteristics that can predict the benefit of spironolactone treatment. …”
Get full text

ECG Signal Classification Using Interpretable KAN: Towards Predictive Diagnosis of Arrhythmias by Hongzhen Cui, Shenhui Ning, Shichao Wang, Wei Zhang, Yunfeng Peng

Get full text

Influencing factors and predictive indicators of return of spontaneous circulation in in-hospital cardiac arrest by Xiao Wang, Tao Kong

“…Multivariate logistic regression was used to analyze factors affecting ROSC, and the receiver operating characteristic (ROC) curve was employed to calculate the area under the curve (AUC) to evaluate the predictive value of PIIV.Results168 patients' clinical data were collected, including 62 patients with ROSC and 106 with non-ROSC. …”
Get full text

Risk Factors and Predictive Model for Disseminated Intravascular Coagulation in Patients with Multiple Myeloma by Rong Bao MM, Mengtong Fan MM, Min Hu MM, Ling Li BD,   Hasichaolu BD

“…We also sought to develop a predictive formula for assessing DIC risk. Methods A retrospective analysis was conducted on MM patients. …”
Get full text

Predictive biomarkers for the efficacy of PARP inhibitors in ovarian cancer: an updated systematic review by Ying-Wen Wang, Isaac Allen, Gabriel Funingana, Marc Tischkowitz, Yvonne Walburga Joko-Fru

“…We conducted a meta-analysis using a random-effects model to evaluate hazard ratios and assess the predictive potential of biomarkers and the effectiveness of PARP inhibitors in survival. …”
Get full text

The Predictive Role of Neutrophil-to-LymPhocyte Ratio in Seizure Recurrence in Patients with Epilepsy by Elif Simin Issı, Demet İlhan Algın, Oğuz Osman Erdinç

“…Background: The aim of this retrospective study was to investigate the importance of leukocyte, neutrophil, lymphocyte, and neutrophil/lymphocyte (NLR) ratios in epileptic seizure recurrence and whether there is a relationship between them. Objectives: To evaluate the predictive value of leukocyte, neutrophil, lymphocyte, and monocyte parameters in assessing the likelihood of seizure recurrence in epilepsy patients. …”
Get full text

Predictive role of the dietary inflammatory index on stroke risk among hypertensive patients by Jingru Fan, Yane Yang, Yunjie Yang, Dewei Rui, Shunqi Guo, Meiju Li, Yibing Wang, Yingqing Feng, Chuanwei Zhao

“…Dose–response relationships and subgroup differences were explored through stratified analysis and restricted cubic spline (RCS) methods. Key dietary factors associated with stroke were identified using least absolute shrinkage and selection operator (LASSO) regression and incorporated into a risk prediction nomogram model. …”
Get full text

What is the predictive validity of clinical placement sign-off forms for medical students? by Patrick J McGown, Molly M Nichols, Jennifer A Forshaw, Antonia Rich, David Harrison, Celia Brown, Amir H. Sam

“…This study aims to assess the extent to which this assessment method predicts performance in summative medical school examinations. …”
Get full text

Predictive Factors for Tillaux-Chaput Tubercle Fracture: A Case-Control Study by Cédric Dongmo Mayopa MD, David Ancelin MD, Pauline Despontin MD, Julie Manon MD, PT, Gaspary Fodjeu MD, Randy Buzisa Mbuku MD, Maxime Masscheleyn MD, Olivier Cornu MD, PhD, Karim Tribak MD, Dan Putineanu MD

“…Conclusion: We recommend routine CT scan evaluation for patients >60 years old with stage III or IV pronation-external rotation ankle fractures. …”
Get full text

Predictive Value of Pleural Cytology in the Diagnosis of Complicated Parapneumonic Effusions and Empyema Thoracis by John Ferguson, Michal Kazimir, Michael Gailey, Frank Moore, Earl Schott

“…The sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of cytologic diagnoses were calculated. …”
Get full text

Predictive value of combined inflammatory markers for septic cardiomyopathy: a retrospective study by Xianqi Lan, Huiqiang Mai

“…Methods Clinical data from 89 controls and 71 SCM patients were retrospectively analyzed from January 2022 to July 2024. …”
Get full text