Implementing narrow banding imaging with dual focus magnification for histological prediction of small rectosigmoid polyps in Vietnamese setting by Tien Manh Huynh, Quang Dinh Le, Nhan Quang Le, Huy Minh Le, Duc Trong Quach

“…WLE + NBI + NBI‐DF demonstrated high sensitivity (90.1%), specificity (95.5%), and negative predictive value (93.4%) in high‐confidence predictions, enabling the implementation of the “diagnose‐and‐leave” strategy. …”
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Association between atherogenic index of plasma and hypertension combined with diabetes mellitus in United States adults: an analysis of the NHANES surveys from 2011 to 2016 by Xiuqing Chen, Qinyi Li, Zhoufei Fang, Linjing Huang, Peiwen Wu

“…The Extreme Gradient Boosting (XGBoost) machine learning algorithm was utilized to evaluate the predictive value of various variables for the presence of HTN and DM. …”
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Deep learning-based fully automated detection and segmentation of pelvic lymph nodes on diffusion-weighted images for prostate cancer: a multicenter study by Zhaonan Sun, Pengsheng Wu, Tongtong Zhao, Ge Gao, Huihui Wang, Xiaodong Zhang, Xiaoying Wang

“…The performance for suspicious metastatic LN detection (short diameter > 8 mm) was evaluated using sensitivity, positive predictive value (PPV), and per-patient false-positive rate (FP/vol) at the LN level and sensitivity, specificity, and PPV at the patient level. …”
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Enhancing risk stratification in diabetic gastric cancer: muscle-fat ratio from photon-counting CT as a predictor of postoperative complications by Shuangxiang Lin, Yuchen Jin, Mengxi Xu, Shuyue Wang, Weisheng Yao, Jiaxing Wu, Xinhong Wang, Jianzhong Sun

“…MFR demonstrates strong predictive value for adverse surgical outcomes, reinforcing its role in perioperative risk stratification. …”
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Assessment of functional safety of blood forming organs in research of toxicological properties of medicinal products (Review). Part 1. Features of the hematopoietic organs of labo... by N. M. Faustova, A. E. Saloponova, M. V. Miroshnikov, M. N. Makarova, V. G. Makarov

“….), these data are insufficient and the use of additional markers is necessary in order to increase the predictive value of preclinical studies and the comparability of data with clinical studies.…”
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Radiological indicators and a novel combined predictive model for anticipating difficult laryngoscopy in cervical spondylosis patients: a prospective cohort study by Jiao Li, Yang Tian, Mingya Wang, Jingchao Fang, Hua Zhang, Feng Yue, Mao Xu, Jun Wang, Min Li, Xiangyang Guo, Yongzheng Han

“…A binary logistic regression model was developed to identify independent predictive factors. The predictive value of the indicators was evaluated with the area under the curve (AUC). …”
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Testing for HIV infection in the emergency departments of 2 hospitals in the Southeastern United States by Rachel Safeek, Tamsey Hill, Arthur Hendricks, David Underwood, Mary Washington, Jessica Guidici, Tammy Wong, Charles Gerardo, Charles Hicks, Mehri McKellar

“…There were 8 false–positive rapid oral HIV tests (positive predictive value = 46.7%). Conclusions Although the number of new HIV diagnoses was low, implementation of this rapid, non‐targeted ED screening program was feasible with high acceptance rates, particularly after introducing the opt‐out oral consent approach.…”
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Influencing factors for hyporesponsiveness to erythropoiesis-stimulating agents in patients on maintenance hemodialysis and construction of a predictive model by YIN Jiaming, LUO Congjuan, SHEN Bing, YUAN Nan, SUN Lijie, CHAI Yalin

“…The calibration curve showed a good degree of fitting between the actual value and the predictive value, and the decision curve analysis showed a high net benefit in predicting hyporesponsiveness to ESAs in MHD patients within a range of 0.4-0.6 for threshold probability. …”
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[18F]FDG PET/CT to reduce the need for sentinel lymph node biopsy in early-stage oral cancer: PETN0-study protocol. by Roosmarijn S Tellman, Dominique N V Donders, Anne I J Arens, Koos Boeve, Adrienne H Brouwers, Simone E J Eerenstein, Sylvia L van Egmond, Thomas J W Klein Nulent, W Martin C Klop, Martin Lacko, Jochem A J van der Pol, Daphne D D Rietbergen, Robert P Takes, Joris Tim, Wouter V Vogel, Gerben J C Zwezerijnen, Bart de Keizer, Remco de Bree

“…The aim of the PETN0 study, a prospective Dutch multicenter cohort study (registration number NL83442.041.22), is to reduce the need for SLNB by developing scoring criteria for [18F]FDG PET/CT with a high positive predictive value (PPV) in patients with early-stage OSCC. …”
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Electrocardiographic, echocardiographic and lipid parameters in predicting obstructive coronary artery disease in patients with non-ST elevation acute coronary syndrome by M. M. Tsivanyuk, B. I. Geltser, K. I. Shakhgeldyan, E. D. Emtseva, G. S. Zavalin, O. I. Shekunova

“…Models based on XGBoost and ANN had less predictive value.…”
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Growth differentiation factor 15 and the risk of cardiovascular events in patients with atrial fibrillation after elective percutaneous coronary intervention by E. N. Krivosheeva, E. S. Kropacheva, A. B. Dobrovolsky, E. V. Titaeva, E. P. Panchenko

“…Aim. To study the predictive value of growth differentiation factor 15 (GDF-15) in patients with atrial fibrillation (AF) after elective percutaneous coronary intervention (PCI).Material and methods. …”
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First experience of using two-dimensional speckle-tracking echocardiography to assess the association of left atrial strain with atrial fibrillation after coronary artery bypass... by K. G. Ganaev, E. E. Vlasova, A. A. Avalyan, M. A. Saidova, R. S. Akchurin

“…ROC analysis established the predictive value of PALS as follows: a value of ≤23,0% with a sensitivity of 90% and a specificity of 78% was a predictor of postoperative AF.Conclusion. …”
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The role of vital signs in predicting mortality risk in elderly patients visiting the emergency department by Karin Erwander, Björn Agvall, Kjell Ivarsson

“…While vital signs are central to triage, their predictive value for short-term mortality in this population remains unclear. …”
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The Comparison of scoring systems: SOFA, APACHE-II, LODS, MODS, and SAPS-II in critically ill elderly sepsis patients by Bilal Tekin, Jehat Kiliç, Gürhan Taşkin, İhsan Solmaz, Onur Tezel, Bilgin Bahadır Başgöz

“…We evaluated the predictive value of frequently used scoring systems on mortality in critically ill elderly sepsis patients. …”
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A prediction model for 30-day mortality in patients with ARDS admitted to the intensive care unit by Fengjuan Jia, Guodong Xia, Lirong Hu, Fanjie Zhang, Yuexi Huang, Chaobing Yang, Li Liu, Xianying Lei

“…Moreover, the model demonstrated better predictive efficacy than this three traditional disease severity scoring systems (OASIS, SAPS-II, APS-III, and SOFA), highlighting its good predictive value. Conclusions We established a 30-day mortality risk prediction model for patients with ARDS who were first admitted to ICU by simple and easily accessible clinical data. …”
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Expression patterns and clinical significance of vasculogenic mimicry-related genes in patients with head and neck squamous cell carcinoma by Rui Lai, Xuanyu Gu, Yueyue Cai, Qiang Li

“…Cox regression and ROC analyses showed that the risk model provided independent and robust predictive value for the prospects of individuals with HNSCC. …”
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Machine learning for predicting the outcomes and risks of cardiovascular diseases in patients with hypertension: results of ESSE-RF in the Primorsky Krai by V. A. Nevzorova, N. G. Plekhova, L. G. Priseko, I. N. Chernenko, D. Yu. Bogdanov, M. V. Mokshina, N. V. Kulakova

“…The created NN had a predictive value of up to 97,9%, which exceeded the SCORE value (34,9%).Conclusion. …”
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MULTIFACTOR PRIMARY PREVENTION OF ISCHEMIC HEART DISEASE IN MIDDLE-AGED MEN AND ITS EFFICACY (10-YEAR FOLLOW-UP) by A. M. Kalinina

“…For the first time ever long-term prospective follow-up study of the population with standardized assessment of health parameters revealed negative predictive value of multiple RF in respect to coronary atherosclerotic lesions estimated postmortem.…”
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Red cell distribution width–standard deviation to albumin ratio and mortality in acute pulmonary thromboembolism: a single-center retrospective cohort study by Funda Başyiğit, Emine Cansu Yücel, Oğuz Uçar, Nazlı Turan, Belma Yaman, Arzu Neslihan Akgün, Mustafa Mücahit Balcı, Hatice Tolunay

“…Conclusions The predictive value of the sPESI for 6-month all-cause death improved when the RDW-SD/Alb > 13.6 parameter was included. …”
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Prognostic Significance of Dynamic Lymphocyte Changes in Esophageal Cancer Patients Receiving Fluorouracil-Cisplatin Combined with Radiotherapy: A Systematic Review and Meta-Analys... by Cong Zhang MM, Zhi Yang MM, Jie Li MM, Lina Zhao MD, PhD

“…Introduction Chemoradiotherapy (CRT) is important to the esophageal cancer (EC) management. However, the predictive value of lymphocyte-related parameters, such as lymphocyte count (L), neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR), and platelet-to-lymphocyte ratio (PLR), is not yet fully understood. …”
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