In vitro differential diagnosis of clavus and verruca by a predictive model generated from electrical impedance. by Chien-Ya Hung, Pei-Lun Sun, Shu-Jen Chiang, Fu-Shan Jaw

“…<h4>Materials and methods</h4>We used 29 clavus and 28 verruca lesions. …”
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Muller’s muscle fibrosis is a possible predictive factor in the outcome of Muller’s muscle-conjunctival resection by Hassan Asadigandomani, Mohammad Taher Rajabi, Navid Mohsenzadeh Kermani, Zohreh Nozarian, Mohammadreza Ghaedamini, Seyed Mohsen Rafizadeh

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Predictive modeling of pediatric drug-induced liver injury: Dynamic classifier selection with clustering analysis by Zixin Shi, Linjun Huang, Haolin Wang

“…Objective This study introduces a framework that integrates clustering analysis with dynamic classifier selection (DCS) techniques to enhance pediatric DILI prediction. The proposed method addresses challenges such as patient heterogeneity and class imbalance, while optimizing predictive performance to support clinical decision-making. …”
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Improving the accuracy of fatty liver index to reflect liver fat content with predictive regression modelling. by Hykoush A Asaturyan, Nicolas Basty, Marjola Thanaj, Brandon Whitcher, E Louise Thomas, Jimmy D Bell

“…<h4>Methods and findings</h4>We evaluated FLI+ on a dataset from the UK Biobank containing 28,796 individual estimates of proton density fat fraction derived from magnetic resonance imaging across normal to severe levels and interpolated to align with the original FLI range. …”
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A predictive model based on serum bicarbonate for cardiovascular events after initiation of peritoneal dialysis by Dashan Li, Rongxue Liu, Xiangming Qi, Yonggui Wu

“…The aim of the study was to evaluate serum bicarbonate as a risk factor and derive a model of new CVE.Methods A predictive model was established by performing an observational study in 187 PD patients obtained from the First Affiliated Hospital of Anhui Medical University. …”
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FACTORS OF LIFE QUALITY IMPROVEMENT AFTER HEART TRANSPLANTATION: PREDICTIVE SIGNIFICANCE OF CARDIOPULMONARY EXERCISE TEST by O. V. Kamenskaya, I. Yu. Loginova, D. V. Doronin, A. M. Chernyavsky, A. M. Karaskov

“…Aim. Evaluation of prognostic significance of the parameters of cardiopulmonary exercise test in life quality improvement for the post-cardiac transplantation patients.Material and methods. …”
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Method of calculating the pressure on the soil of wheeled tractors by V. Yu. Revenko, A. N. Nazarov, V. I. Skorlyakov

“…The article provides a computational method for evaluating one of the most important functional indicators of tractors, namely, the level of impact of its wheels on the soil, using limited initial information: technical characteristics and operational documentation of the manufacturer. …”
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Predictive biomarkers in the gut microbiome and metabolome for severe acute radiation enteritis in cervical cancer radiotherapy by Chen-ying Ma, Jing Zhao, Xiao-ting Xu, Xiao-lan He, Song-bing Qin, Ju-ying Zhou

“…Currently, there is no noninvasive diagnostic method for SARE. This study aimed to identify gut microbiomics- and metabolomics-based signatures, and assess their predictive value for SARE. …”
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Predictive value of myositis antibodies: role of semiquantitative classification and positivity for more than one autoantibody by Anne M Kerola, Arno Hänninen, Annukka Pietikäinen, Julia Barantseva, Annaleena Pajander

“…Objectives We assessed the positive predictive value (PPV) of 17 myositis antibodies for having a diagnosis of myositis and other myositis-spectrum conditions (interstitial lung disease (ILD), connective tissue diseases (CTD), malignancy) and evaluated the impact of semiquantitative classification and antibody overlap on the PPVs.Materials and methods We retrospectively identified 1068 individuals ≥18 years who tested positive for ≥1 antibody in the EUROLINE myositis line blot assay or positive for anti-3-hydroxy-3-methylglutaryl-CoA reductase (HMGCR) in an ELISA-based test between 2015 and 2020 in 15 out of the 20 hospital districts in Finland. …”
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Circulating Apelin-17 and Elabela Levels as Predictive Biomarkers of Neurodegeneration and Cognitive Decline in Alzheimer’s Disease by Shaimaa Imad Ali, Alabbas Majeed

“…Apelin-17 and Elabela, endogenous ligands of the apelin receptor (APJ), have emerged as neuroprotective peptides with potential biomarker utility. Objective: To evaluate circulating Apelin-17 and Elabela levels as predictive biomarkers of neurodegeneration and cognitive impairment in Alzheimer’s disease. …”
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Predictive value of MSCT perfusion imaging parameters for poor prognosis in patients with osteonecrosis of the femoral head by Fengyu WU, Heqing WANG, Jianjun ZHOU

“…Receiver operating characteristic (ROC) curve was used to evaluate the predictive value of MSCT perfusion imaging parameters for the prognosis of ONFH patients. …”
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Predictive model for initial response to first-line treatment in children with infantile epileptic spasms syndrome by Wenrong Ge, Lin Wan, Zong Wang, Lijun Fu, Guang Yang

“…However, few children with IECSS have undergone clinically accessible tests to determine the aetiology. Methods Using a dataset from our previously published research, we constructed and tested a predictive model for the initial response to first-line treatment in children with IESS. …”
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Major stress as a predictive value in the setting of thyroid nodule development: A prospective study by Ebrahim Mohammadi, Neda Valizadeh, Reza Hatami Novi

“…In this case-control study, we intended to evaluate demographic and environmental factors involved in TNs to determine the values predicting the risk of TN incidence. …”
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Percent Pulmonary Damage on Hospital Admission is Predictive of COVID-19 Aggravation, but Serum Protein Electrophoresis is Not by Stéphane Di Mascio, Fadi Khadra, Christine Tchikladzé-Mérand, Sandrine Labroy, Mélanie Decambron

“…Conclusions: ESP was not predictive of clinical aggravation in hospitalized COVID-19 patients.…”
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Construction and Validation of a Predictive Model for the Risk of Ventilator-Associated Pneumonia in Elderly ICU Patients by Shuhua Li, Linping Shang, Lirong Yuan, Wei Li, Hongyun Kang, Wenting Zhao, Xiaojuan Han, Danxia Su

“…Univariate and logistic regression analyses were used to explore influencing factors for VAP in elderly ICU patients with MV, establish a risk prediction model, and draw a nomogram. We used the area under the receiver operating characteristic curve (AUROC) and the Hosmer–Lemeshow goodness-of-fit test to evaluate the predictive effect of the model. …”
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Interleukin biomarkers as predictive tools for lupus nephritis grade and disease activity in systemic lupus erythematosus by Dalia S. Saif, shimaa Abdelsattar, Enas S. Zahran, Mohammed Khalil, Sanaa Samir, Hend E. Abo Mansour

“…Objectives: To investigate the predictive value of IL-17, IL-23, and IL-10 biomarkers in detecting lupus nephritis (LN) class in SLE cases. …”
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A predictive nomogram for incomplete clinical success after unilateral adrenalectomy in patients with primary aldosteronism by Pin Wang, Limei Liu, Sen Lu, Xianjun Zhu, Rui Zhu, Yan Yang, Guangpeng Zhou, Xu Cao

“…IntroductionIncomplete clinical success after unilateral adrenalectomy for primary aldosteronism (PA) remains a significant challenge, often characterized by persistent hypertension despite biochemical remission.ObjectiveThis study aimed to develop and validate a preoperative predictive nomogram to estimate the probability of incomplete clinical success in PA patients undergoing unilateral adrenalectomy.Materials and methodsA retrospective analysis was conducted on 58 PA patients who underwent adrenalectomy. …”
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Predictive Factors for the Common Adverse Maternal and Fetal Outcomes in Pregnancies Complicated by Systemic Lupus Erythematosus by Qianwen Dai, Mengtao Li, Xinping Tian, Yijun Song, Jiuliang Zhao

“…Objectives: This study aimed to evaluate the outcomes of pregnancy in patients with systemic lupus erythematosus (SLE). …”
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Predictive value of geriatric nutritional risk index in patients with pancreatic cancer: a meta-analysis by Yaqi Hua, Yaqi Hua, Yi Yuan, Chen Zhou, Chen Zhou, Liping Liu, Yan Hu, Ping Tu, Dongying Li

“…This meta-analysis systematically evaluates GNRI’s ability to predict postoperative complications and long-term outcomes in pancreatic cancer patients.MethodsWe conducted a comprehensive literature search across nine databases (Web of Science, PubMed, Embase, Cochrane Library, Scopus, WanFang, CNKI, VIP, and SinoMed) through June 1, 2025. …”
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The predictive value of pan-immune inflammatory index for early recurrence of atrial fibrillation after cryoablation by Pengyang Gu, Peng Xu, Yiqun Chen, Jingyu Li, Hanrui Sun, Haixia Xu, Qi Lu

“…COX regression analysis was conducted to evaluate the predictive value of AF recurrence after CBA. …”
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