Harnessing photosynthetic and morpho-physiological traits for drought-resilient soybean: integrating field phenotyping and predictive approaches by Harmeet Singh-Bakala, Harmeet Singh-Bakala, Francia Ravelombola, Cheryl Adeva, Maiara Oliveira, Ru Zhang, Jessica Argenta, Grover Shannon, Feng Lin

“…Merr.) productivity, exacerbating yield instability under current and predicted environments. Breeding drought resilient soybean varieties requires more robust selection markers for improved accuracy.MethodsTo identify the traits associated with field drought tolerance, we evaluated photosynthetic and other morpho-physiological traits in elite soybean germplasm at drought sensitive reproductive stage (R2-R3). …”
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Predictive value of HBeAg titer dynamics for HBsAg clearance in pediatric chronic hepatitis B by Sukjin Hong, Jun Hyun Hwang, Keumoung Kim, Younghae Do, Naeun Kwak, Hyo Rim Suh, Sujin Choi, Ben Kang, Byung-Ho Choe

“…This study aimed to evaluate the predictive value of HBeAg titer dynamics for HBsAg clearance in pediatric CHB and develop a predictive model incorporating these dynamics.Material and methodsThis retrospective cohort study analyzed 119 children aged 1–18 years with CHB treated with nucleos(t)ide analogues. …”
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Long-Term Predictive Modelling of the Craniofacial Complex Using Machine Learning on 2D Cephalometric Radiographs by Michael Myers, Michael D. Brown, Sarkhan Badirli, George J. Eckert, Diane Helen-Marie Johnson, Hakan Turkkahraman

“…Objective: This study aimed to predict long-term growth-related changes in skeletal and dental relationships within the craniofacial complex using machine learning (ML) models. …”
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Pharmacotherapy from Pre-COVID to Post-COVID: Longitudinal Trends and Predictive Indicators for Long COVID Symptoms by Nadia Baalbaki, Sien T. Verbeek, Harm Jan Bogaard, Jelle M. Blankestijn, Vera C. van den Brink, Merel E. B. Cornelissen, Jos W. R. Twisk, Korneliusz Golebski, Anke H. Maitland-van der Zee

“…Methods: In the Precision Medicine for more Oxygen (P4O2) COVID-19 study, 95 long COVID patients were comprehensively evaluated through post-COVID outpatient clinics and study visits. …”
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Influencing Factors and Predictive Value of Postpartum Hemorrhage Following Cesarean Myomectomy: A Retrospective Cohort Study by Xinhui Wang, Dan Zhang, Qing Sun, Xiling Yi, Hengyu Cai

“…This study aimed to determine the risk factors for PPH following cesarean myomectomy and to evaluate their predictive value. …”
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Developing an interpretable machine learning predictive model of chronic obstructive pulmonary disease by serum PFAS concentration by Xiaomei Shao, Ling Zhang, Yuting Wang, Youmei Ying, Xueqin Chen

“…SHAP analysis provided insights into individual predictions and overall variable contributions, clarifying the complex PFAS-COPD relationship. …”
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Predictive Value of a Noninvasive Serological Hepatic Fibrosis Scoring System in Cirrhosis Combined with Oesophageal Varices by Feiyue Zhang, Tong Liu, Pan Gao, Sujuan Fei

“…However, it has rarely been applied to the prediction of oesophageal varices. The aim of the study was to evaluate the predictive value of the four following scoring systems in cirrhosis combined with oesophageal varices: aspartate and platelet ratio index (APRI), aspartate aminotransferase-alanine aminotransferase ratio (AAR), FIB-4, and S index. …”
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Flow Cytometry Analysis of Mesenchymal Stem Cells: A Predictive Biomarker for Leukemia Transformation in Myelodysplastic Syndrome by Mireia Atance, Cristina Serrano, Carlos Soto, Juan Manuel Alonso‐Domínguez, Carlos Blas, Raquel Mata, Tamara Castaño, Sara Perlado, Teresa Arquero, Jose Luis López‐Lorenzo, M. Ángeles Pérez, Belen Rosado, Rafael Martos, Ana Rio‐Machin, Pilar Llamas‐Sillero, Rocio N. Salgado, Juana Serrano‐López

“…ABSTRACT Objective This study evaluates the prognostic value of bone marrow‐derived mesenchymal stem cells (MSCs) in predicting the progression of Myelodysplastic Syndrome (MDS) to Acute Myeloid Leukemia (AML). …”
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Evaluation of psychological indicators of pedagogical conservatism of university teachers by I.B. Avakyan

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Predictive Modeling of Acute Respiratory Distress Syndrome Using Machine Learning: Systematic Review and Meta-Analysis by Jinxi Yang, Siyao Zeng, Shanpeng Cui, Junbo Zheng, Hongliang Wang

“…The risk of bias in these models was evaluated using the Prediction model Risk of Bias Assessment Tool. …”
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Clinical Characteristics and Predictive Features of Neonates With Treatment‐Needed Retinopathy of Prematurity: A Retrospective Cohort Study by Nasser Shoeibi, Fereshteh Raoufi, Majid Abrishami, Seyedeh Maryam Hoseini, Mohammad‐Reza Ansari‐Astaneh, Mojtaba Abrishami, Ghodsieh Zamani, Elham Bakhtiari, Razieh Farrahi, Bahareh Gharib, Fatemeh Neghabi, Nasibe Zare Shahneh, Mehrdad Motamed Shariati

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Hypoxic Burden and T90% as Predictive Indicators of Cardiovascular Risk and Myocardial Ischemia in Patients with Obstructive Sleep Apnea by Zeng W, Wu S, Liu Z, Yuan L, Chen B, Rong Y

“…Both the hypoxic burden and T90% showed significant predictive value for cardiovascular risk stratification. …”
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Predictive Factors for Morphological and Functional Improvements in Long-Lasting Central Serous Chorioretinopathy Treated with Photodynamic Therapy by Maciej Gawęcki, Krzysztof Kiciński, Jan Kucharczuk, Monika Gołębiowska-Bogaj, Andrzej Grzybowski

“…The goal of our study was to evaluate the morphological and functional effects of PDT in patients with long-lasting CSCR and determine the related predictive factors for improvement. …”
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Predictive value of the triglyceride-glucose index for coronary artery bypass grafting-acute kidney injury patients by Biao Hou, Xuejian Hou, Dong Liu, Taoshuai Liu, Kui Zhang, Yang Li, Ran Dong

“…This study aimed to evaluate the predictive value of the TyG index for AKI occurrence following CABG. …”
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Persistence of Primitive Reflexes as Possible Predictive Factors for Progression, Prevention, and Early Rehabilitation Intervention in Idiopathic Scoliosis by Liliana Vlădăreanu, Mădălina Gabriela Iliescu, Iulia Tania Andronache, Elena Danteș

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Duke activity status index is not predictive of outcomes after kidney transplantation: a retrospective observational study by Ruth Fergie, Alexander P. Maxwell, Aisling E. Courtney, Michael Corr, Stephen O’Neill, Emma L. Cunningham

“…The Duke Activity Status Index is a measurement of physical function, previously reported as being predictive of adverse outcomes after major non-cardiac surgery. …”
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Predictive value of sub classification of focal segmental glomerular sclerosis in Oxford classification of IgA nephropathy by Fang Yu, Xuejing Zhu, Shuguang Yuan, Xiaojun Chen, Zheng Li, Zhong Qu, Hong Liu, Lin Sun, Fuyou Liu

“…Background The Oxford classification of IgA nephropathy (IgAN) was revised in 2016 which lacked sufficient evidence for prognostic value of subclassification of focal segmental glomerular sclerosis (S lesion), and the proper proportion of S lesion for subclassification remains undetermined.Aim This study aimed to explore the predictive value of the new subclassification of S score on renal outcomes of IgAN patients.Methods 348 patients with IgAN-associated S lesion were enrolled. …”
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Predictive Value of IL-6 and PDGF-AA for 28-Day Mortality Risk in Critical Ill Patients by Wu L, Zhang Y, Gu L, Wang J, Wei B, Liu Y

“…The purpose of this study was to evaluate the prognostic value of interleukin-6 (IL-6) and platelet-derived growth factor AA(PDGF-AA) in predicting 28-day mortality in critically ill patients.Methods: 199 critically ill patients were recruited from the emergency department of the Beijing Chaoyang Hospital, Capital Medical University, between October 2020 and April 2021. …”
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Prognostic and predictive value of tumor infiltration proportion within lymph nodes in N1 colorectal cancer by Rujie Chen, Jun Zhu, Jun Zhu, Dong Xu, Xiaoyan Fan, Yihuan Qiao, Xunliang Jiang, Jun Hao, Yongtao Du, Xihao Chen, Guo Yuan, Jipeng Li, Jipeng Li

“…IntroductionLymph node metastasis is a crucial determinant of prognosis in colorectal cancer (CRC), significantly impacting survival outcomes and treatment decision-making. This study aims to evaluate the prognostic value of tumor infiltration proportion within lymph nodes (TIPLN) in N1 CRC patients and to develop a TIPLN-based nomogram to predict prognosis.MethodsA total of 416 N1 CRC patients who underwent radical resection were enrolled and divided into training and validation cohorts. …”
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Toll-like Receptor Gene Polymorphisms as Predictive Biomarkers for Response to Infliximab in Japanese Patients with Crohn’s Disease by Jingjing Wei, Hiroki Kurumi, Hajime Isomoto, Ryohei Ogihara, Kayoko Matsushima, Haruhisa Machida, Tetsuya Ishida, Tatsuro Hirayama, Naoyuki Yamaguchi, Yukina Yoshida, Kazuhiro Tsukamoto

“…The therapeutic responses were evaluated at 10 weeks, 1 year, and 2 years using three different inheritance models. …”
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