Validation of a rapid on-farm culture system for group classification of clinical mastitis-causing pathogens by Fernando J. Guardado Servellon, David L. Renaud, Bruno Joaquin Paredes Osorio, Kelsey L. Spence, Trevor J. DeVries, Rita Couto Serrenho

“…Test performance characteristics (overall accuracy, sensitivity [Se], specificity [Sp], and positive [PPV] and negative predictive value [NPV]) as well as Cohen's kappa coefficient (κ) were calculated. …”
Get full text

Development of an electrocardiographic prediction model for outflow tract idiopathic premature ventricular contraction with decreased left ventricular ejection fraction by Pinliang Liao, Xiaolian Cai, Wen Zhang, Min Ou, Heling Ren, Maoqin Shu

“…Decision curve analysis (DCA) assessed clinical applicability, and net reclassification improvement (NRI) along with integrated discrimination improvement (IDI) indices were calculated to assess additional predictive value compared with traditional PVC burden. …”
Get full text

Predicting the efficacy of chemoradiotherapy in advanced nasopharyngeal carcinoma patients: an MRI radiomics and machine learning approach by Liucheng Chen, Zhiyuan Wang, Ji Zhang, Ying Meng, Xuelian Wang, Cancan Zhao, Longshan Shen

“…This study explored the predictive value of machine learning models based on multimodal magnetic resonance imaging (MRI) radiomic features for the efficacy in patients with advanced NPC after clinical chemoradiotherapy.MethodsA retrospective analysis was conducted on data from 160 diagnosed patients with NPC confirmed by pathology at the First Affiliated Hospital of Bengbu Medical College. …”
Get full text

A predictive model for WHO/ISUP pathologic grading of renal clear cell carcinoma based on CT radiomics: a multicenter study by Chunying Wu, Yuzhen Xi, Juanjuan Hu, Guodong Li, Xu Wang, Xiaofei Jiao, Zhongxiang Ding, Weiying Sun

“…Abstract Objective This study aims to evaluate the predictive value of CT radiomics combined with clinical-imaging features for the WHO/ISUP pathological grade of clear cell renal cell carcinoma(ccRCC). …”
Get full text

Exercise‐Induced Oxygen Desaturation and Heart Rate Response During 6‐Min Walk Test Predict Pulmonary Hypertension in Exertional Dyspnea: A Retrospective Cohort Study by Haojie Zhang, Menghuan Yan, Feng Li, Qi Chen, Rui Lu, Ziyu Wang, Xuan Zheng, Gangcheng Zhang

“…A risk‐stratification model incorporating these thresholds demonstrated improved predictive value for PH screening, with a C‐statistic of 0.786 (95% CI: 0.710–0.863, p < 0.001). …”
Get full text

Pan-cancer analysis identifies CLEC12A as a potential biomarker and therapeutic target for lung adenocarcinoma by Desheng Zhou, Yachao Cui, Tianxiang Liang, Zhenpeng Wu, Haiping Yan, Yingchang Li, Wenguang Yin, Yunen Lin, Qiang You

“…Moreover, CLEC12A showed significant predictive value for immunotherapy outcomes, and several drugs targeting CLEC12A were identified. …”
Get full text

CT radiomics from intratumor and peritumor regions for predicting poorly differentiated invasive nonmucinous pulmonary adenocarcinoma by Lijun Duan, Wenyun Liu, Mingyang Li, Liang Guo, Mengran Ren, Xin Dong, Xiaoqian Lu, Dianbo Cao

“…This study aimed to investigate the predictive value of radiomics features of intratumoral and peritumoral microenvironment in poorly differentiated INMA in the lung. …”
Get full text

Associations between maternal visceral fat in mid-pregnancy and subsequent gestational diabetes mellitus in a Chinese population: a cohort study by Xiao-wei Dai, Xue-mei Fan, Ye Yu, Miao Yu, Ting-ting Li, Kang Yu

“…A receiver-operating characteristic (ROC) curve analysis was conducted to assess the predictive value of VAT and SAT for new-onset GDM. Results Among 550 women included, 141 subjects (25.6%) developed GDM. …”
Get full text

Three decades of progress: evolution of outcomes and prognostic indicators in biliary atresia management by Senol Emre, Yalim Benibol, Ali Ekber Hakalmaz, Buse Karakurt, Ayse Kalyoncu Ucar, Nuray Kepil, Ömer Faruk Beşer, Sebuh Kuruğoğlu, Osman Faruk Senyuz

“…This study evaluates the predictive value of three scoring systems (ALBI, APRI, and METAVIR) for prognostication and analyzes three decades of treatment outcomes at a single institution. …”
Get full text

Effect of GLP-1 Receptor Agonists (Liraglutide) on Glycemic Parameters and Circulating miRNA Expression in Type 2 Diabetes Mellitus by Aqeel Meer AL-ZAMILY

“…ROC analysis showed strong diagnostic performance for miRNA-146a (AUC = 0.869) and miRNA-222 (AUC = 0.816), with moderate predictive value for miRNA-21 (AUC = 0.709). Conclusion: Liraglutide displayed significant glycemic control in patients with T2DM. …”
Get full text

Distribution of variants of the <i>TNFA</i> gene regulatory sites among Russian women of Caucasian origin with leiomyoma by V. I. Konenkov, A. V. Shevchenko, V. F. Prokofiev, E. G. Koroleva

“…The diagnostic specificity of this index was 100%, and the predictive value of this quotient reached 13.3, thus implying a 99.9% probability of a correct prediction. …”
Get full text

The Early Prediction of Patient Outcomes in Acute Heart Failure: A Retrospective Study by Maria Boesing, Justas Suchina, Giorgia Lüthi-Corridori, Fabienne Jaun, Michael Brändle, Jörg D. Leuppi

“…Conclusions: This study validated established predictors of AHF outcomes in a Swiss cohort, highlighting the predictive value of poor perfusion status, fluid overload, and comorbidities such as chronic kidney disease. …”
Get full text

Elevated neutrophil to high-density lipoprotein ratio predicts pneumonia in patients with intracerebral hemorrhage by Yuning Feng, Wenyao Cui, Yangchun Xiao, Xin Cheng, Lvlin Chen, Liyuan Peng, Chao You, Fang Fang, Li Li, Dianxiang Lu, Yu Zhang

“…The neutrophil-to-high-density lipoprotein cholesterol ratio (NHR) has emerged as a novel marker of systemic inflammation with potential predictive value. This study examines whether elevated NHR is associated with an increased risk of pneumonia in patients with ICH, aiming to evaluate NHR as a practical biomarker for early risk prediction.MethodsThis retrospective multicenter cohort study included patients diagnosed with intracerebral hemorrhage (ICH) from three hospitals: West China Hospital of Sichuan University (December 2010 to August 2019), The First People’s Hospital of Longquanyi District, Chengdu (December 2016 to November 2020), and the Affiliated Hospital of Chengdu University (August 2012 to November 2020). …”
Get full text

Inequalities in Mild Cognitive Impairment Risk Among Chinese Middle-Aged and Older Adults: Insights from an Integrated Learning Model by Bi S, Guo D, Tan H, Chen Y, Li G

“…Model performance was compared with eight other frameworks, including LSTM-based models, using Receiver Operating Characteristic (ROC) curves and classification metrics.Results: The CNN-BiLSTM-Attention model demonstrated relatively promising predictive performance (AUC: 0.7317), with moderately high sensitivity (0.6902) and a high negative predictive value (NPV) of 0.9414. Education emerged as the most critical predictor, followed by Instrumental Activities of Daily Living (IADL) and gender. …”
Get full text

A nomogram for predicting malnutrition risk in patients with chronic heart failure and correlation study between GHRL, MSTN, CRP, Hs-CRP by Yuling Zha, Chengshuai Liu, Yuping Zhou, Miao Kong, Jinlei Liu, Lu Jing, Hailati Gulimila

“…The nomogram developed in this study demonstrated robust predictive value for identifying malnutrition in this population. …”
Get full text

Relationship Between MIC-1, VEGF, and TGF-&beta;1 and Clinicopathologic Stage and Lymph Node Metastasis in Gastric Cancer by Sheng J, Wang J, Ma T, He P

“…The factors influencing LNM in GC patients were identified. The predictive value of serum MIC-1, VEGF, and TGF-β 1 for LNM in GC patients and the relationship between serum MIC-1, VEGF, TGF-β 1 levels and prognosis were analyzed.Results: MIC-1, VEGF, and TGF-β 1 were higher in GC. …”
Get full text

Association between international normalized ratio-to-albumin ratio and mortality in critically ill patients with gastrointestinal bleeding: a retrospective MIMIC-IV database study by Xingyi Yang, Shasha Ying, Lihong Lv, Yishu Ji, Jiaqian Ying, Huyan Ke

“…Abstract Background While the international normalized ratio-to-albumin ratio (PTAR) is an established independent prognostic indicator for various diseases, its predictive value for clinical outcomes in critically ill patients with acute gastrointestinal bleeding (GIB) has not been systematically evaluated. …”
Get full text

The Role of P‐Wave Variables in Enhancing Prediction of New‐Onset Atrial Fibrillation in Patients With Acute Myocardial Infarction by Na Yang, Xiaoyan Li, Bo Wu, Longhao Dai, Shaobin Yang, Qinning Zhang, Shaobin Jia

“…This study aimed to assess the predictive value of P‐wave variables for post‐AMI NOAF. …”
Get full text

Association of Heart Rate Variability with the Psychosocial Stress Level in Men 41-44 Years Old Living in Moscow by O. M. Drapkina, V. B. Rozanov, A. V. Kontsevaya, O. Yu. Isaykina, G. A. Muromtseva, M. B. Kotova, E. S. Akarachkova

“…The results of correlation and multiple regression analysis confirmed that these HRV indicators are statistically significantly associated not only with PS, but also with other indicators (age, waist / hip ratio, diastolic blood pressure). However, their predictive value turned out to be low, and the proportion of the explained variance of HRV indices ranged from 2.5 to 13.1%.Conclusion. …”
Get full text

Time-Course Renal and Pulmonary Injury Analysis and Bioinformatics Screening of Core Pathogenic Genes and Immune Cell Infiltration Patterns in a Sepsis by Apizi A, Li J, Kamilijiang P, Yang CB, Wang ZK, Chai RF, Yu ZX

“…The five identified sepsis-related genes have predictive value in assessing sepsis risk. Insights into the interactions between key genes and immune cell populations may contribute to improved clinical management of sepsis.Keywords: GEO, immune cell infiltration, key genes, nomogram, sepsis…”
Get full text