Improvement in genetic evaluation of quantitative traits in sheep by enriching genetic model with dominance effects by Farhad Ghafouri-Kesbi, Morteza Mokhtari, Mohsen Gholizadeh

“…The predictive ability of models was measured using the mean squared error of prediction (MSE) and Pearson’s correlation coefficient between the real and predicted values of records (r( $$\:y$$ , $$\:\widehat{y}$$ )). …”
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Prediction of Mortality in ICU Patients with SARS-CoV-2-Associated Pneumonia by P. N. Savilov, S. S. Kurdyumova, S. V. Shutova, S. V. Buchneva, A. V. Baranov

“…Aim: to determine the predictive value of selected routine clinical and laboratory parameters and to assess their prognostic significance for modeling mortality risk in intensive care unit (ICU) patients with SARS-CoV-2-associated pneumonia.Materials and Methods. …”
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Association of Intracranial Dolichoectasia and Cerebral Small Vessel Disease in Patients With Intracerebral Hemorrhage by Kitti Thiankhaw, Larysa Panteleienko, Catriona R. Stewart, Rupert Oliver, Dermot Mallon, Gareth Ambler, David J. Werring

“…Among these CSVD markers, IADE had a high predictive value for deep cerebral microbleeds with a receiver operating characteristic curve of 0.75 (95% CI, 0.66–0.85). …”
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The association of neutrophil-lymphocyte ratio and prognostic nutritional index with the development to chronic critical illness and their prognosis by Xinghua Chen, Xinghua Chen, Ziwei Li, Ziwei Li, Xing Wei, Xing Wei, Li Yao, Li Yao

“…Receiver operating characteristic (ROC) curves and the area under the curve (AUC) were utilized to evaluate the predictive value of these research indicators for the outcomes. …”
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ARIMA Markov Model and Its Application of China’s Total Energy Consumption by Chingfei Luo, Chenzi Liu, Chen Huang, Meilan Qiu, Dewang Li

“…These states are then combined with a Markov transition probability matrix to determine the final predicted values. The ARIMAMKM model is validated using China’s energy consumption data, achieving high prediction accuracy as evidenced by metrics such as mean absolute percentage error (MAPE), root mean square error (RMSE), <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi mathvariant="normal">S</mi><mi mathvariant="normal">T</mi><mi mathvariant="normal">D</mi></mrow></semantics></math></inline-formula>, and <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msup><mrow><mi mathvariant="normal">R</mi></mrow><mrow><mn>2</mn></mrow></msup></mrow></semantics></math></inline-formula>. …”
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Study of Detection of Typical Pesticides in Paddy Water Based on Dielectric Properties by Shuanggen Huang, Mei Yang, Junshi Huang, Longwei Shang, Qi Chen, Fang Peng, Muhua Liu, Yan Wu, Jinhui Zhao

“…The ANN content prediction model established using phase frequency response data performs well, and the highest R² prediction values of chlorpyrifos, isoprothiolane, imidacloprid and carbendazim in paddy water were 0.8249, 0.8639, 0.9113 and 0.8368 respectively. …”
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Prognostic Value of Peripheral Blood nCD64 Index, mHLA-DR, and CD14+monocyte Percentage in Different Infection Status in COVID-19 Patients by Zhu M, Cheng J, He L, Li C, Shi B, Jin M, Yu J, Huang J

“…The receiver operating characteristic (ROC) curve was used to evaluate the predictive value of mHLA-DR, nCD64 index, and CD14+ monocyte percentage for COVID-19 prognosis.Results: The expression levels of mHLA-DR and the percentage of CD14+ monocytes in non-severe COVID-19 patients were significantly higher than those in severe and deceased patients (P &lt; 0.05). …”
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Risk factors for the progression from pulmonary tuberculosis to spinal tuberculosis: a logistic regression analysis by Di Xue, Xiaolei Chen, Lufei Shao, Qinfu Liu, Jia Chen, Yajing Su, Chen Zhang, Zhirong Chen, Min Su, Zhiqiang Wu, Yiqiang Yang, Xue Lin

“…Univariate and multivariate logistic regression analyses were performed to identify significant risk factors for the progression to STB, and interaction effect analysis and risk stratification based on the NRS-2002 score were conducted to assess its predictive value. Results Univariate logistic regression revealed that the NRS-2002 score (OR = 2.762, p < 0.001), recurrent PTB (OR = 15.370, p < 0.001), and living in relative poverty (OR = 10.000, p = 0.002) were significant risk factors for the progression from PTB to STB. …”
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Screening and Grading of Textural Interface Opacities in DSAEK Grafts with the M-TIO Scale for Predicting Visual Outcomes by Marina S. Chatzea, George D. Kymionis, Dionysios G. Vakalopoulos, Robert C. O’Brien, Daniella Mora, Katrina Llanes, Elizabeth Fout, William Buras, Concetta Triglia, Rahul S. Tonk, Sonia H. Yoo

“…<b>Results</b>: Based on the results, the M-TIO grading scale demonstrated strong predictive value, with higher grades on OCT of DSAEK lenticules consistently associated with worse postoperative visual acuity. …”
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Prediction of soil chemical properties using multispectral satellite images and wavelet transforms methods by Chaitanya B. Pande, Sunil A. Kadam, Rajesh Jayaraman, Sunil Gorantiwar, Mukund Shinde

“…In this study, the neural network wavelet model was used to predicted values related to soil chemical properties in the semi-arid region. …”
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Subpopulation composition of PD-L1-positive lymphocytes in the primary tumour in luminal breast cancer patients by L. A. Tashireva, A. Yu. Kalinchuk, V. V. Alifanov, E. A. Grigoryeva, E. S. Andriukhova, N. V. Krakhmal, N. O. Popova, V. M. Perelmuter

“…This may explain the discordant prognostic and predictive value of the microenvironment in luminal breast cancer when considered as a single molecular subtype.…”
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Association of left ventricular structural remodeling types with fibronectin deficiency in patients with multivessel coronary artery disease by A. R. Mingalimova, N. G. Gumanova, N. M. Bikbova, O. N. Dzhioeva, M. S. Pokrovskaya, I. A. Efimova, Z. Z. Serebryanskaya, N. L. Bogdanova, A. L. Borisova, O. M. Drapkina

“…Multivariate analysis adjusted for gender, age, cardiopulmonary bypass time, the predictive value remained for CLVH — odds ratio 15,83 (95% confidence interval, 4,0821,442,00; p=0,0001) and ELVH — odds ratio 5,17 (95% confidence interval, 1,36519,573; p=0,015). …”
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Computed tomography radiomics to predict microsatellite instability status and immunotherapy response in gastric cancer by Zhou Li, Zixuan Ding, Yongping Lian, Yongqing Liu, Lei Wang, Pengbo Hu, Fangyuan Zhang, Yan Luo, Hong Qiu

“…The outcome cohort, including 68 advanced unresectable GC patients receiving immunotherapy, was used to assess the predictive value of the radiomics model for treatment response and outcomes. …”
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Retroflex tongue as a non-invasive neurological marker of functional severity in older adults with ischemic stroke: a retrospective observational study by Yung-Sheng Huang, Yung-Sheng Huang, Hen-Hong Chang, Hen-Hong Chang, Hen-Hong Chang, John Y. Chiang, John Y. Chiang, Po-Chi Hsu, Po-Chi Hsu, Lun-Chien Lo, Lun-Chien Lo, Lun-Chien Lo

“…Retroflex tongue (RT) and tongue deviation (TD) are observable signs of cranial nerve dysfunction; however, their comparative predictive value for stroke severity remains unclear.MethodsIn this retrospective observational study, 308 older adults (mean age: 69.1 years) hospitalized with ischemic stroke were enrolled. …”
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Projection selection and rapid atrial pacing improves early outcomes after self-expanding transcatheter aortic valves by María Tamargo, Enrique Gutiérrez, Jorge García Carreño, María Eugenia Vázquez Álvarez, Ricardo Sanz-Ruiz, Mike Huanca, Erika Ludeña, Javier Soriano, Jaime Elí, Francisco Fernández-Avilés, Javier Bermejo

“…The absence of the Wenckebach phenomenon during RAP had a negative predictive value of 97&#x0025; (95&#x0025;CI, 91-99) for pacemaker implantation at the follow-up, which significantly decreased the need for 24-hour temporary pacemaker monitoring in the COP + RAP group (91.8&#x0025; vs 28.1&#x0025;; P &#x003C; .0001) and the median [IQR] length of stay (5.0 [4-8] days vs 2.0 [1-4] days; P &#x003C; .0001). …”
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Using sputum and tongue swab specimens for in-home point-of-care targeted universal testing for tuberculosis of household contacts: an acceptability and feasibility analysis by Adam Penn-Nicholson, Andrew Medina-Marino, Charl Bezuidenhout, Gesine Meyer-Rath, Lawrence Long, Matthew P Fox, Grant Theron, Morten Ruhwald, Brooke Nichols, Sharon Olifant, Kuhle Fiphaza, Maria Pieruccini, Bernard Fourie

“…This study assessed the acceptability of in-home targeted universal TB testing (TUTT) using GeneXpert MTB/RIF Ultra at point-of-care (POC) during household contact investigations (HCIs) and the feasibility of using sputum and tongue swab specimens.Methods The TB Home Study sought to evaluate the predictive value of different specimen types for use as a household-level triage test for TB. …”
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Lipoprotein combine index is associated with non-alcoholic fatty liver disease: a 5-year longitudinal cohort study in non-obese Chinese populations with normal lipids by Weitao Wu, Weitao Wu, Donghai Wu, Donghai Wu, Changchun Cao, Ronghua Zhou, Shihua Ding, Shihua Ding, Ying Ying, Ying Ying, Dayong Sun, Dayong Sun, Haofei Hu, Haofei Hu

“…LCI demonstrated superior predictive value for NAFLD compared to individual lipid parameters, with an area under the ROC curve of 0.717.ConclusionThis study offers novel insights into the relationship between LCI and NAFLD risk in non-obese Chinese individuals with normal lipid levels. …”
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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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Assessment of <i>ERBB2</i> and HER2 expression in metastatic breast cancer using the nCounter® system and a 100-gene scale by R.  M.  Paltuev, O.  A.  Volynshchikova, Sh.  R.  Abdullaeva, S.  N.  Aleksakhina, A.  S.  Artemyeva, E.  A.  Baychorov, S.  Yu.  Bakharev, Yu.  A.  Belaya, A.  A.  Bozhok, V.  A.  Vasin, V.  I.  Vladimirov, A.  Yu.  Vorontsov, E.  A.  Gaysina, A.  A.  Gofman, V.  N.  Dmitriev, E.  N.  Imyanitov, V.  V.  Klimenko, A.  V.  Komyakhov, M.  M.  Konstantinova, M. V.  Kopp, A.  G.  Kudaybergenova, I.  A.  Lalak, D.  L.  Matevosyan, N.  M.  Mudzhiri, O.  V.  Poltareva, O.  I.  Sevryukova, V.  F.  Semiglazov, T.  Yu.  Semiglazova, M.  M.  Urezkova, A.  S.  Chichkanova, L.  A.  Churilova, M.  V.  Shomova

“…We analyzed the expression of 28 genes with a high predictive value for breast cancer.Results. The nCounter technology allowed us to perform semiquantitative assessment of the expression of 28 genes in tumor tissue samples. …”
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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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