Systemic immune-inflammatory biomarkers combined with the CRP-albumin-lymphocyte index predict surgical site infection following posterior lumbar spinal fusion: a retrospective stu... by Zixiang Pang, Jiawei Liang, Jiayi Chen, Yangqin Ou, Qinmian Wu, Shengsheng Huang, Shengbin Huang, Yuanming Chen

“…This study develops machine learning models to assess the combined predictive value of Aggregate Index of Systemic Inflammation (AISI), Systemic Immune-Inflammation Index (SII), CRP-Albumin-Lymphocyte (CALLY) index and Subcutaneous Lumbar Spine Index (SLSI) for surgical site infection (SSI) following posterior lumbar spinal fusion.MethodsThis retrospective study analyzed 2,921 patients undergoing posterior lumbar spinal fusion at two tertiary hospitals in Guangxi (August 2017–January 2025). …”
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Sentinel lymph node biopsy experience in squamous cell carcinoma of the oral mucosa сT1–2N0M0 by F. E. Sevryukov, V. V. Polkin, Yu. A. Panaseikin, M. A. Sigov, R. F. Zibirov, I. A. Bekhtereva, S. A. Ivanov, A. D. Kaprin

“…The specificity of method was 95 %, the predictive value of a negative result was 0.04.Conclusion. …”
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Optimized design and performance testing of hydraulic electrostatic actuator by Yuze Ye, Qingsong He, Changli Yang, Xiaodong Xu, Lin Xie, Diyi Liu, Bo Zeng, Zhijian Leng

“…The experimental results of the actuation strain test show that the relative error between the test value and the model prediction value of 16.47% is less than 5%, and the optimization model results are reliable. …”
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Nocturnal hypoxemia is associated with poor pulmonary hemodynamics in patients with chronic thromboembolic pulmonary disease by Teng Han, Qiang Huang, Zhenguo Zhai, Xiaolei Zhang

“…Receiver operating characteristic (ROC) curves for the detection of a mPAP ≥ 25 mmHg, PVR > 3 WU and WHO FC III-IV indicated that nocturnal hypoxemia parameters had moderate predictive value. (T90: AUCmPAP=0.698, AUCPVR=0.733, AUCWHO−FC=0.729, respectively; MeanSpO2: AUCmPAP=0.691, AUCPVR=0.731, AUCWHO−FC=0.707, respectively). …”
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Case Report: Multi-cancer early detection utilizing blood-based genomics: Single-institution case series of novel cancer screening by Somya Khare, Jason C. Burton, Francis De Asis, Saron Mekonnen, Mason J. Stewart-McLellan, Diana Potts, Tiffani L. Howard, Nima Nabavizadeh, Nima Nabavizadeh

“…Cancer risk factors, outcomes of tests and studies performed due to MCED signal positive, time to diagnostic resolution, and treatment outcomes were obtained from chart-review.ResultsFrom January 2020 to December 2020, our institution enrolled 1735 participants (26% of total study enrollment), 27 of which returned a signal positive for cancer suspicion (1.6%), and ultimately 12 diagnosed cancers (true positives) for a positive predictive value of 44%. Four of 12 were recurrent cancers in participants more than three years from cancer therapy. …”
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The correlation between red blood cell distribution width to serum albumin ratio and all-cause mortality in critically ill patients with chronic obstructive pulmonary disease: a re... by Qianqian Zhang, Ling Liu, Ling Liu, Jing Zhou, Jing Zhou, Gang Teng, Yuanyuan Wang, Nianzhi Zhang

“…The red blood cell distribution width to albumin ratio (RAR), which reflects systemic inflammation and nutritional imbalance, has shown predictive value in chronic kidney disease and diabetes. …”
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Prognostic value of complex assessment of Ki-67, tumor necrosis factor α, CD20 and CD31 expression in non-small cell lung cancer by O. V. Kovaleva, M. A. Rashidova, P. A. Podlesnaya, D. V. Samoilova, V. V. Mochalnikova, A. N. Gratchev

“…The study showed that a complex rather than an individual assessment of the predictive value of several markers simultaneously more effectively reflects their predictive ability.…”
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Prevalence of epsilon toxin-producing Clostridium perfringens isolates among patients with multiple sclerosis and neuromyelitis optica spectrum disorder in Iran by Masoumeh Azimirad, Sara Hamtaeigashti, Hamideh Raeisi, Mehdi Azizmohammad Looha, Fatemeh Gholami, Abdorreza Naser Moghadasi, Mohammad Reza Zali, Abbas Yadegar

“…The level of serum IgG and IgM against ETX was examined using competitive ELISA. The predictive value of sex, age, ETX IgG and IgM levels, and C. perfringens was assessed using multivariable prediction models, with all models trained on the full set of variables. …”
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UJI AKTIVITAS ANTIOKSIDAN PADA MODIFIKASI SENYAWA KHRISIN DENGAN GUGUS ALKOKSI MENGGUNAKAN METODE RECIFE MODEL 1 (RM1) by FK Nisa, Kasmui Kasmui, Harjito Harjito

“…Modifications of khrisin compounds that have antioxidant activity prediction is higher than that is: the compound 5,7-dihydroxy-3-methoxy and 5,7-dihydroxy flavone-8-methoxy flavonoids, with antioxidant activity predictive value of each -2.6735 and -2.6121.</em></p>…”
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Bioinformatics and systems biology to identify underlying common pathogenesis of diabetic kidney disease and stenosis of arteriovenous fistula by Mengru Fu, Fei Liu, Chengfa Ren, Qian Wu, Jun Xiao, Ying Wang, Yan Zeng, YuJuan Yang, Yan Yan

“…Immuno-infiltration analysis was performed by CIBERSORT. The predictive value of HPGD to distinguish DKD comorbid AVF stenosis was determined by ROC curves. …”
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The associations of suicidal ideation with psychopathology and inflammatory cytokines in patients with chronic schizophrenia by Lewei Liu, Lili Zhao, Zihe Xiao, Liling Sun, Haojie Fan, Mingru Hao, Xin Zhao, Jiawei Wang, Yinghan Tian, Xianhu Yao, Wenzheng Li, Lei Xia, Huanzhong Liu

“…Receiver operating characteristic (ROC) curve analyses were then used to assess the predictive value of each identified independent factor for SI. …”
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Interpretable machine learning analysis of immunoinflammatory biomarkers for predicting CHD among NAFLD patients by Wenyuan Dong, Hongcheng Jiang, Yu Li, Luo Lv, Yuxin Gong, Bao Li, Hongjie Wang, Hesong Zeng

“…This study evaluated the predictive value of ten immunoinflammatory indexes for CHD risk in NAFLD patients using an interpretable machine learning framework. …”
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The significance of plasma fibroblast growth factor 23 in predicting acute renal injury in rats by 胡蓉, 董佩, 雷莉, 杨玲, 胡大军

“…Conclusions（1） Plasma FGF23 has early predictive value for AKI in rats,and can be used as an early marker for AKI.（2） Plasma FGF23 has time advantage over urine KIM-1. …”
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Comparing the Accuracy of Different Wearable Activity Monitors in Patients With Lung Cancer and Providing Initial Recommendations: Protocol for a Pilot Validation Study by Roberto M Benzo, Rujul Singh, Carolyn J Presley, Macy K Tetrick, Zachary L Chaplow, Chloe M Hery, Jane Yu, Peter Washington, Frank J Penedo, Electra D Paskett, Vipul Lugade, Emma Fortune

“…Sensitivity, specificity, positive predictive value, and agreement will also be determined. …”
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Evaluation of hypotension prediction index software in patients undergoing orthotopic liver transplantation: retrospective observational study by Jacek B. Cywinski, Yufei Li, Lusine Israelyan, Roshni Sreedharan, Silvia Perez-Protto, Kamal Maheshwari

“…We estimated sensitivity, positive predictive value, and time from alert to hypotensive events for HPI software. …”
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Correlation in estimating the degree of liver fibrosis using elastography and biochemical predictors of fibrosis, APRI and FIB-4 in a Mexican population from the National Medical C... by Gerardo González-Macedo, Christian Jaramillo-Buendía, Jose Francisco Aguayo-Villaseñor, Manuel Osiris Hernández-Ceballos, Álvaro Ismael Calleros-Camarena

“…Transient elastography is a validated study for the measurement of liver fibrosis with good predictive value, but it is not available in most public institutions. …”
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ANTAGONISTIC ACTIVITY OF ORAL BIOCENOSIS REPRESENTATIVES by A.V. Zaitsev, O.N. Boychenko, N.V. Kotelevskaya, A.K. Nikolishin

“…These data on antagonistic activity may have predictive value. …”
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Ectopic adipose tissue: association of obesity phenotypes with integral metabolic indices of obesity by V. I. Podzolkov, A. E. Bragina, Yu. N. Rodionova, K. K. Osadchiy, M. K. Vasilchenko, Zh. M. Sizova, E. V. Mospanova, N. S. Litvinenko, I. D. Muradova, D. V. Akvitskaya

“…To study the relationship and predictive value of integral metabolic indices of obesity in the identification of ectopic obesity.Material and methods. …”
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Impact of relative estradiol changes during ovarian stimulation on blastocyst formation and live birth in assisted reproductive technology by Wenjie Huang, Liuyan Wei, Juan Tang, Liuying Nong, Ni Tang, Qiuyue Wen, Zuxing Qin, Lixiang Xu, Jingjing Li, Li Fan

“…Abstract This study aimed to evaluate the predictive value of relative change in E2 levels during controlled ovarian stimulation (COS) on embryo development and pregnancy outcomes in assisted reproductive technology (ART). …”
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Identifying Asthma-Related Symptoms From Electronic Health Records Using a Hybrid Natural Language Processing Approach Within a Large Integrated Health Care System: Retrospective S... by Fagen Xie, Robert S Zeiger, Mary Marycania Saparudin, Sahar Al-Salman, Eric Puttock, William Crawford, Michael Schatz, Stanley Xu, William M Vollmer, Wansu Chen

“…Validation against 1600 manually annotated clinical notes yielded a positive predictive value ranging from 96.53% (wheezing) to 97.42% (chest tightness) at the sentence level and 96.76% (wheezing) to 97.42% (chest tightness) at the note level. …”
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