A multi-omic single-cell landscape reveals transcription and epigenetic regulatory features of t(8;21) AML by Xue-Ping Li, Yan Gao, Bai-Tian Zhao, Yu-Ting Dai, Jia-Ying Mao, Yang Liang, Lu Jiang

“…Leveraging machine learning-based integration of multi-omic profiles, we identified a robust 9-gene prognostic signature, which demonstrated significant predictive value for AML outcomes across three independent cohorts. …”
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Validation of the COAPT risk score in Polish patients undergoing transcatheter edge-to-edge repair of severe, functional mitral regurgitation: a multicenter, observational study by Karolina Jasińska-Gniadzik, Michał Łomiak, Jerzy Pręgowski, Zbigniew Chmielak, Piotr Kasprzyk, Jan Kasprzyk, Rafał Gałąska, Michał Chmielecki, Miłosz J. Jaguszewski, Marcin Fijałkowski, Aleksandra Topolska, Michał Sekuła, Marcin Grabowski, Janusz Kochman, Adam Rdzanek, Piotr Scislo, Agnieszka Kapłon-Cieślicka, Renata Główczyńska, Monika Budnik, Radosław Piątkowski, Łukasz Kołtowski, Arkadiusz Pietrasik, Aleksandra Gąsecka

“…CONCLUSIONS: In Polish patients fulfilling COAPT criteria, the COAPT risk score has moderate predictive value for post-procedural outcomes. In COAPT non-eligible patients, novel tools are required to predict outcomes.…”
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A large language model based pipeline for extracting information from patient complaint and anamnesis in clinical notes for severity assessment by Hui Gao, Kaipeng Wang, Yuan Yuan, Yueguo Wang, Qingyuan Liu, Yulan Wang, Jian Sun, Wenwen Wang, Huanli Wang, Shusheng Zhou, Kui Jin, Mengping Zhang, Yinglei Lai

“…At early stage, as vital signs were typically not yet measured, the predictive value of patient complaint and anamnesis was illustrated (evidenced by an improvement in AUC-ROC from 0.746 to 0.802). …”
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Optimization of the Encapsulation of Lemuru Fish Protein Hydrolysate by Spray-Drying Using Response Surface Methodology by Ayu Hanifah, Wawan Kosasih, Diah Ratnaningrum, Dian Andriani, Herlian Eriska Putra, Yellianty Yelliantty, Sri Priatni

“…The actual results also fall well within the confidence interval of the predicted values, confirming the robustness of the model and the reliability of the predicted optimal encapsulation conditions. …”
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Association between Plasmatic Ceramides Profile and AST/ALT Ratio: C14:0 Ceramide as Predictor of Hepatic Steatosis in Adolescents Independently of Obesity by Jorge Maldonado-Hernández, Gabriela E. Saldaña-Dávila, Mónica I. Piña-Aguero, Benjamín A. Núñez-García, Mardia G. López-Alarcón

“…Positive and negative predictive values were 77.5% and 90.2%, respectively. Conclusions. …”
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The role of LAMA5 in breast cancer progression and its potential in immunotherapy by Xiaoli Zhang, Hongfang Yan, Lihan Bie, Zheng Xu, Xiaoyang Yao, Zhilan Li, Chengshan He, Zhouhong Xiang, Xiudi Jiang

“…ROC analysis indicated moderate predictive value for immunotherapy response (AUC = 0.704), and LAMA5 expression was positively associated with sensitivity to chemotherapeutic agents including cisplatin and docetaxel. …”
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Plasma amyloid‐β oligomerization tendency as a potential predictor for conversion from mild cognitive impairment to Alzheimer's dementia: Findings from the GMCII cohort by Yuhan Xie, Xue Meng, Tao Li, Haifeng Zhang, Yaonan Zheng, SangYun Kim, Chen Zhang, Xin Yu, Huali Wang

“…Abstract INTRODUCTION This study aimed to explore the association between plasma amyloid‐β oligomerization tendency (OAβ) and cognitive performance in Alzheimer's disease (AD) and determine its predictive value for outcomes of mild cognitive impairment (MCI). …”
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Association of suPAR with progression of cardiovascular calcification and cardiovascular outcomes in peritoneal dialysis patients by Jichao Guan, Haiying Xie, Hongya Wang, Shuting Gao, Shuijuan Shen, Shuangshuang Chen, Shizhu Yuan, Ling Qi, Xiujuan Wu, Shuwen Gong

“…The ROC curve showed that serum suPAR had a predictive value for CAC progression (AUC = 0.701). By multivariate Cox regression analysis, higher serum suPAR remained an independent risk factor for CVEs, but no longer an independent risk factor for cardiovascular mortality.Conclusion CVC is prevalent in PD patients. …”
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Fibrinogen-to-albumin ratio (FAR) for predicting microvascular flap complications in reconstructive surgery by Rihards Peteris Rocans, Janis Zarins, Evita Bine, Insana Mahauri, Renars Deksnis, Margarita Citovica, Simona Donina, Indulis Vanags, Biruta Mamaja

“…Conclusions: Assessment of FAR to estimate the risk of complications has considerable predictive value in microvascular flap surgery. Patients undergoing this surgery can be evaluated to predict their nutrition and coagulation risks and optimize decision-making in their perioperative care.…”
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Association between the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio and Sarcopenic obesity in U.S. adults: a cross-sectional study by Jiao Liu, Fujue Ji, Jong-Hee Kim

“…Further large-scale longitudinal studies are needed to validate its predictive value across broader age groups and to clarify its potential utility in personalized risk assessment and clinical screening.…”
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Elevated FDG uptake in non-tumorous lung regions does not predict immune checkpoint inhibitor–related pneumonitis in lung cancer patients by Friederike Völter, Friederike Völter, Friederike Völter, Lukas Wehlte, Blerina Resuli, Blerina Resuli, Blerina Resuli, Julia Walter, Julia Walter, Julia Walter, Lea Daisenberger, Maria Ingenerf, Maurice Heimer, Matthias Brendel, Matthias Brendel, Matthias Brendel, Gabriel T. Sheikh, Lena M. Unterrainer, Lena M. Unterrainer, Lena M. Unterrainer, Diego Kauffmann-Guerrero, Diego Kauffmann-Guerrero, Diego Kauffmann-Guerrero, Thomas Pfluger, Lucie Heinzerling, Lucie Heinzerling, Amanda Tufman, Amanda Tufman, Amanda Tufman

“…Logistic regression analyses were performed to identify the predictive value of pretreatment SUV for the development of cinrPneumonitis.ResultsA total of 239 patients were included, of whom 41 (17.2%) developed cinrPneumonitis. …”
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Prognostic significance of severe mitral annular calcification in aortic stenosis: implications for aortic valve replacement outcome by Valeria Pergola, Dan-Alexandru Cozac, Maria Teresa Savo, Saima Mushtaq, Raffaella Motta, Roberto Pedrinelli, Pasquale Perrone-Filardi, Gianfranco Sinagra, Morena De Amicis, Maria Vittoria Chiaruttini, Gabriele Cordoni, Giulia Lorenzoni, Giuseppe Tarantini, Gino Gerosa, Dario Gregori, Giorgio De Conti, Domenico Corrado, Gianluca Pontone

“…Multivariate Cox models evaluated the predictive value of severe MAC alongside other significant variables. …”
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Prognostic value of the international normalized ratio to albumin ratio in acute pancreatitis: insights from MIMIC-IV database by XingYi Yang, Yi Ying, Min Zhang, LiHong Lv, XiaoXiao Wang, JunWei Fang

“…Abstract Background While the prognostic value of the international normalized ratio - to - albumin ratio (PTAR) has been established in several diseases, its predictive value in acute pancreatitis (AP) mortality remains uncertain. …”
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Comparative analysis of digital mammography and contrast-enhanced mammography in diagnosing suspicious breast calcifications: implications for surgical decision-making by Marwa Mohamed Taher Mohamed ElSayad, Maha Hussein Mohamed Helal, Omar Hussein Omar, Ahmed Gamal Eldeen Othman, Marwa Elsayed Abdelrahman Ibrahim

“…Calculated sensitivity, specificity, positive and negative predictive values and total accuracy of DM were 91.4%, 70.8%, 62.7%, 93.9%, and 78% respectively as compared to 85.7%, 90.7%, 83.3%, 92.2%, and 89% for CEM. …”
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Value of urinary lipoarabinomannan levels for tuberculosis diagnosis and monitoring of therapy by Yiqun Xiong, Zhihong Shen, Bo Dong, Ying Wang, Ying Zhu, Hongxia Wei, Dongliang Zhang, Yang Che

“…A combined model incorporating baseline PreLAM and week 4 change (ΔLAM) showed the highest predictive value for 12 weeks conversion (AUC = 0.871–0.943). …”
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Using statistical analysis to evaluate enterprise performance in the Python programming environment by O. G. Konyukova, F. F. Baratova

“…The presented calculations will not only allow timely and promptly react to changes in the external economic environment of activity, but also adjust costs to already predicted values, which, in turn, will help to increase the profitability of the enterprise, which is the main task of any owner.   …”
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Application of Machine Learning Models for the Early Detection of Metritis in Dairy Cows Based on Physiological, Behavioural and Milk Quality Indicators by Karina Džermeikaitė, Justina Krištolaitytė, Ramūnas Antanaitis

“…Models were evaluated based on accuracy, sensitivity, specificity, positive and negative predictive values (PPV, NPV), area under the receiver operating characteristic (ROC) area under the curve (AUC), and Matthews correlation coefficient (MCC). …”
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Association between neutrophil percentage-to-albumin ratio and Parkinson’s disease amongst adults in the US by Li Ke, Qiaosheng Tang, Ying Li, Wenli Xing, Lei Zhao, Sili Jiang

“…Researchers are exploring the integration of multiple biomarkers, including inflammatory and non-inflammatory markers, to enhance predictive value. Neutrophil percentage-to-albumin ratio (NPAR), a novel inflammatory biomarker, offers economic efficiency and accessibility. …”
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Prognostic and functional role of PPAR-alpha and SNP receptor (Leu162Val) in acute coronary syndrome: a potential novel target by Abdullah Abdulsattar Raeef, Hassan H. Al-Saeed, Sami Mekhlif Mishlish

“…ROC analysis identified CK-MB, and hs-CRP as optimal biomarkers for ACS diagnosis; PPARα showed good predictive value. The study also found that the dominant genotype (CC) represented a small percentage of the patient samples while the homozygotes (CG) and the recessive (GG) represented the highest percentage, unlike the healthy group. …”
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MODERN APPROACHES TO CLINICAL AND LABORATORY DIAGNOSTICS OF RHEUMATOID ARTHRITIS EARLY ONSET by D. G. Rekalov, S. Y. Dotsenko, A. V. Kylinich

“…It was shown prognostic value of the main serological markers of RA, and the predictive value for early detection of antibodies to the circulating peptide as a marker of the severity of bone-destructive changes in patients with certain clinical manifestations. …”
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