Association of Presenting Complaint at Triage with 72-h Mortality and Intensive Care Admission by Niraj Rauniyar, Ankit Kumar Sahu, Bharath Gopinath, Akshay Kumar, Nayer Jamshed, Meera Ekka, Prakash Ranjan Mishra, Sanjeev Bhoi, Tej Prakash Sinha, Gaurav Rajwanshi

“…Incorporating high-risk complaints into the ATP triage system increased predictive value (OR 3.12 vs. 7.14). Conclusion: Our findings highlight specific chief complaints as valuable indicators for the early identification of patients at risk of 72-h mortality or ICU admission in the ED. …”
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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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Correlation between serum 25-hydroxyvitamin D levels and peripheral neuropathy in type 2 diabetes mellitus by Senzhen Chen, Jinfeng Chen, Shujing Zheng, Yiling Yan, Mengting Huang, Nuoqi Chen

“…ObjectiveTo investigate the correlation between serum 25-hydroxyvitamin D (25[OH]D) levels and diabetic peripheral neuropathy (DPN) in type 2 diabetes mellitus (T2DM) and to evaluate its predictive value for DPN.MethodsParticipants were divided into three groups based on 25(OH)D levels: deficient, insufficient, and normal. …”
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Exploring the Habitat Distribution of <i>Decapterus macarellus</i> in the South China Sea Under Varying Spatial Resolutions: A Combined Approach Using Multiple Machine Learning and... by Qikun Shen, Peng Zhang, Xue Feng, Zuozhi Chen, Jiangtao Fan

“…Results showed that the XGB model at 0.083° resolution achieved the best performance, with the area under the receiver operating characteristic curve (ROC_AUC) = 0.836, accuracy = 0.793, and negative predictive value = 0.862, outperforming models at coarser resolutions. …”
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Evaluating the utility of the HAS‐BLED bleeding‐estimator tool for transurethral resection of prostate by Lu Yu Kuo, Zhong Li Titus Lim, Caitlin Letch, Joshua Silverman, Jason Jae Yeun Kim, Scott McClintock

“…Further weight‐adjusted multivariable analysis and ROC curve was performed to evaluate the predictive value of HAS‐BLED score. Results Our analysis showed that patients assigned as high‐risk by HAS‐BLED were at 2.17‐times higher chance of developing clinically significant haematuria compared to the low‐risk patients. …”
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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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Surveillance of severe acute respiratory infections associated with SARS-CoV-2, influenza virus and RSV using ICD-10 codes: a case definition accuracy study across five European co... by Baltazar Nunes

“…AIM We determined codes that maximise sensitivity (Se) and positive predictive value (PPV) for SARI associated with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), influenza virus and respiratory syncytial virus (RSV) in Denmark, Iceland, Malta, Norway and Spain. …”
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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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Towards full integration of explainable artificial intelligence in colon capsule endoscopy’s pathway by Esmaeil S. Nadimi, Jan-Matthias Braun, Benedicte Schelde-Olesen, Smith Khare, Vinay C. Gogineni, Victoria Blanes-Vidal, Gunnar Baatrup

“…Our recognition DNN to detect colorectal polyps was trained and validated ( $$70\%$$ ) and tested ( $$30\%$$ ) on an unaugmented database of 1751 images containing colorectal polyps and 1672 images of normal mucosa reached an impressive sensitivity of $$99.9\%$$ , a specificity of $$99.4\%$$ , and a negative predictive value (NPV) of $$99.8\%$$ . The characterisation DNN trained on an unaugmented database of 317 images featuring neoplastic polyps and 162 images of non-neoplastic polyps reached a sensitivity of $$84.3\%$$ and a specificity of $$81.5\%$$ in classifying polyps. …”
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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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Fibrinolytic and factor XIII activity in subarachnoid hemorrhage Actividad fíbrinolítica y del factor XIII en la hemorragia subaracnoidea by Luis A. Pliego, Salomon Muchnik

“…It is also possible to attribute a rebleeding predictive value to its activity reduction.<br>El balance entre la actividad fíbrinolítica y los mecanismos de la coagulación juegan un rol importante en el resangrado de una hemorragia subaracnoidea debido a ruptura aneurismástica. …”
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Prognostic value of the Metabolic Score for Insulin Resistance in the development of myocardial infarction in patients with coronary artery disease and obesity after coronary stent... by A. V. Svarovskaya, M. B. Arzhanik, A. A. Garganeeva

“…Aim. To assess the predictive value of anthropometric indices in relation to the risk of myocardial infarction in patients with coronary artery disease (CAD) and obesity after coronary stenting.Material and methods. …”
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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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The significance of determining biomarkers of inflammation in chronic kidney failure by Petrović Milica, Rabrenović Violeta, Rančić Nemanja

“…The aim of the study was to examine the predictive value of inflammatory biomarkers in patients with CKD stages I–V and their association with parameters characteristic of CKD. …”
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