Analysis of the mechanism of cyclic geomechanical treatment to increase well productivity in carbonate reservoirs by I. M. Indrupskiy, E. A. Sukhinina, Yu. V. Alekseeva

“…Effective planning and application of such methods requires understanding the mechanism of microfracturing in the vicinity of a well when a critical pore pressure reduction value is reached. The aim of this study is to substantiate the geomechanical mechanism of microfracturing formation consistent with the results of laboratory studies of core samples and the application of CGT and related methods in wells. …”
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Effector-Memory γδ T Lymphocytes Predict CMV Disease After the Withdrawal of Prophylaxis in Kidney Transplant Recipients by Yoann Abadie, Jonathan Visentin, Jonathan Visentin, Elodie Wojciechowski, Manon Charrier, Julie Déchanet-Merville, Isabelle Garrigue, Patrick Blanco, Patrick Blanco, Pierre Merville, Pierre Merville, Hannah Kaminski, Hannah Kaminski, Lionel Couzi, Lionel Couzi

“…While no significant association was found in the overall cohort, in R⁺ patients, a count >4.65/mm³ was associated with a 97.7% positive predictive value for protection against CMV disease. Multivariate analysis confirmed its independent association with disease-free survival [HR: 0.27 (95% CI: 0.09–0.85), p = 0.0252]. …”
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Predicting overall survival in glioblastoma patients using machine learning: an analysis of treatment efficacy and patient prognosis by Razvan Onciul, Razvan Onciul, Felix-Mircea Brehar, Felix-Mircea Brehar, Adrian Vasile Dumitru, Adrian Vasile Dumitru, Carla Crivoi, Razvan-Adrian Covache-Busuioc, Razvan-Adrian Covache-Busuioc, Matei Serban, Matei Serban, Petrinel Mugurel Radoi, Petrinel Mugurel Radoi, Corneliu Toader, Corneliu Toader

“…Ensemble models outperformed simpler classifiers, emphasizing the predictive value of metadata. The models identified key prognostic markers, including MGMT promoter methylation and KPS, as significant contributors to survival prediction.ConclusionsThe application of machine learning to GBM metadata offers a robust approach to predicting patient survival. …”
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Performance of Spleen Stiffness, Liver Stifness, and their Combination for Predicting Esophageal among Patient with HBV-Related Cirrhosis by Billy Stinggo Siahaan, Juferdy Kurniawan, Marcellus Simadibrata, Aulia Rizka, Andri Sanityoso, Cleopas Martin Rumende, Andhika Rachman, Hamzah Shatri

“…Diagnostic applicability was assessed by the area under the receiver-operator curve (AUC) to measure and compare the performance of each measurement and combination for predicting EV and to obtain the corresponding optimal prediction value. Results: This study was participated by 71 subjects with liver cirrhosis. …”
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Differentiation of Malignant Pleural Effusions from Lung Squamous Cell Carcinoma and Adenocarcinoma through FTIR Spectroscopy: A Prognostic Approach by Vincentius Adrian Madargerong, Eko Suhartono, Ika Kustiyah Oktaviyanti, Haryati Haryati, Mohamad Isa, Ali Assagaf, Erna Kusumawardhani, Ira Nurrasyidah, Irmi Syafa’ah

“…The receiver-operating characteristic curve (ROC) indicated good predictive value for poorly differentiated adenocarcinoma at a cut-off value of 0.944, with a sensitivity of 50% and specificity of 100%. …”
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PREDICTION AND PREVENTION OF LIVER FAILURE AFTER MAJOR LIVER PRIMARY AND METASTATIC TUMORS RESECTION by A. D. Kaprin, D. V. Sidorov, N. A. Rubtsova, A. V. Leontyev, M. V. Lozhkin, L. O. Petrov, N. A. Grishin, T. N. Lazutina, I. V. Pylova, A. G. Isaeva

“…Analysis of operating characteristics of the functional tests showed the absolute methacin breath test sensitivity (SE≥100%), high specificity (SP≥67%) of scintigraphy of the liver and the negative predictive value of outcome (VP≥100%) at complex use of two diagnostic methods. …”
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Glasgow coma scale pupil score (GCS-P) and the hospital mortality in severe traumatic brain injury: analysis of 1,066 Brazilian patients by Melina Moré Bertotti, Evandro Tostes Martins, Fernando Zanela Areas, Helena Dresch Vascouto, Norma Beatriz Rangel, Hiago Murilo Melo, Katia Lin, Emil Kupek, Felipe Dal Pizzol, Alexandra J. Golby, Roger Walz

“…Conclusion Our results support the external validation of the GCS-P to predict hospital mortality following a severe TBI. The predictive value of the GCS-P for long-term mortality, functional, and neuropsychiatric outcomes in Brazilian patients with mild, moderate, and severe TBI deserves further investigation.…”
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Hematological Biomarkers Associated with Stroke Types: A Clinical Cross-Sectional Analysis by Beatriz Macacari, Beatriz Roberta da Silva, Maria Eduarda Ferreira Pereira, Lívia Maria de Jesus Pereira, Ana Beatriz Perez Bertochi, Gabriela Torres Pinheiro, Marcela Arietti, Ana Quevedo, Nailza Maestá, Cláudio Lera Orsatti

“…Hematological parameters, such as lymphocyte and erythrocyte count, have been implicated in stroke prognosis, but their predictive value remains uncertain. Objective: To evaluate the association between hematological biomarkers and stroke subtypes (ischemic stroke and hemorrhagic stroke), and transient ischemic attack. …”
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Rapid and actionable nasal-swab screening supports antimicrobial stewardship in patients with pneumonia: a prospective study by Siyao Chen, Yuanyuan Xiao, Caixia Tan, Juan Zhou, Ting Liu, Sisi Zhang, Yiran Hu, Yang Liu, Ming Zheng, Letao Chen, Xinghui Gao, Yi-Wei Tang, Fred C. Tenover, Anhua Wu, Chunhui Li

“…Abstract Background Methicillin-resistant Staphylococcus aureus (MRSA) nasal screening by polymerase chain reaction (PCR) is a rapid diagnostic tool with a high negative predictive value for pneumonia caused by MRSA. MRSA remains an important emerging pathogen in China and at present, there is little published data on the effect of rapid MRSA test results on antibiotic utilization for pneumonia. …”
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Recent cannabis use affects the association between baseline immune markers and long-term outcomes in psychosis by Isabel Kreis, Kristin Fjelnseth Wold, Gina Åsbø, Camilla Bärthel Flaaten, Magnus Johan Engen, Siv Hege Lyngstad, Line Hustad Widing, Mashhood Ahmed Sheikh, Maren Caroline Frogner Werner, Eivind Bakken, Thor Ueland, Nils Eiel Steen, Ingrid Melle

“…Abstract Aberrant levels of blood markers reflecting inflammation and immune system activation have been implicated in psychotic disorders and linked to psychotic symptom severity. However, their predictive value for the long-term course of psychotic symptoms as well as the potential confounding and moderating role of cannabis use remain underexplored. …”
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The Hôtel-Dieu MRI Classification of Uterosacral Ligament Involvement in Endometriosis: A Pictorial Guide to Clinical Use by Siegfried Hélage, Claudia Laponche, Margaux Homps, Jonathan Dong, Lucas Rivière, Frédéric Préaux, Pierre-Alexandre Just, Nizar Aflak, Jean-Noël Buy, Élisabeth Dion

“…“Nodular“ types demonstrate a 100% positive predictive value (PPV), while “linear“ types may yield higher false positive rates (FPR). …”
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Serum cytokine levels in children with community-acquired pneumonia caused by different respiratory pathogens by Yuanhui Duan, Yuexu Ou, Jieling Li, Xiaoming Gan, Jie Cao

“…Abstract Background Our study aims to investigate the levels of serum cytokines in children with community-acquired pneumonia (CAP) caused by different respiratory pathogens, and evaluate the predictive value of cytokines levels for severe pneumonia. …”
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Acupuncture for response and complete pain relief time of acute renal colic: Secondary analysis of a randomized controlled trial by Xue-Zhou Wang, Cun-Zhi Liu, Li-Qiong Wang, Zhi-Cheng Qu, Ying Cao, Shi-Yan Yan, Jing-Wen Yang, Jian-Feng Tu

“…This study aimed to explore the extent to which acupuncture can expedite the onset time of response or complete pain relief in treating acute renal colic, and the predictive value of patient characteristics for treatment efficacy. …”
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Predictive role of endogenous phase lags between target brain regions in dual-site transcranial alternating current stimulation by Osama Elyamany, Jona Iffland, Josef Bak, Cornelius Classen, Guido Nolte, Till R. Schneider, Gregor Leicht, Christoph Mulert

“…To address this gap, we explored the predictive value of endogenous phase lags in dual-site tACS to modulate interhemispheric connectivity during dichotic listening. …”
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Automatic Detection of Occluded Main Coronary Arteries of NSTEMI Patients with MI-MS ConvMixer + WSSE Without CAG by Mehmet Cagri Goktekin, Evrim Gul, Tolga Çakmak, Fatih Demir, Mehmet Ali Kobat, Yaman Akbulut, Ömer Işık, Zehra Kadiroğlu, Kürşat Demir, Abdulkadir Şengür

“…Moreover, to maximise the classifier performance, the WSSE algorithm was developed to adjust the classification prediction value according to the feature importance weights. …”
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A novel integrated approach to predict the sodium absorption ratio (SAR) of groundwater sustainability using deep learning models and SHAP approach by Kanak N. Moharir, Chaitanya Baliram Pande, Rabin Chakrabortty, Malay Pramanik, Balamurugan Paneerselvam, Okan Mert Katipoğlu, Subodh Chandra Pal, Miklas Scholz, Krishna Kumar Yadav, Lamjed Mansour, Mohamed Elsahabi

“…The study identified that the boosted tree model is more appropriate for the SAR prediction value, this model with high accuracy compared with other models. …”
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Novel score for mortality risk prediction 6 months after acute coronary syndrome by A. D. Erlikh

“…Relative to the GRACE risk score for 6-month mortality showed that the prediction value of the RECORD-6 score was at least no worse.Conclusion. …”
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Microsatellite instability in endometrial cancer: the role of diagnostic methods and their clinical application. Expert consensus by A. S. Tyulyandina, E. A. Ulrikh, L. A. Kolomiets, S. E. Krasilnikov, A. G. Kedrova, A. A. Rumyantsev, G. A. Raskin, A. I. Nesterova, M. V. Volkonskiy, O. N. Churuksaeva, A. Yu. Goryainova, V. V. Zhavoronkova, V. N. Dmitriev, S. T. Nazranova, A. V. Shkradyuk, K. S. Volkova, A. I. Arutyunova, S. N. Kunitskaya, L. V. Stepura, T. G. Zolotoreva, E. B. Shakhnovich, E. V. Ponomareva, M. A. Strokova, A. S. Danilova, E. S. Martynova

“…This review details current concepts of MSI diagnostics and discusses its predictive value in patients with endometrial cancer. It also describes a new diagnostic algorithm for the detection of dMMR and MSI.…”
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Thrombus iodine-based perviousness is associated with recanalisation and functional outcomes in endovascular thrombectomy by Yu Sun, Song Jin, Huiying Wang, Chao Tian, Song Liu, Ming Wei, Tao Ren, Leilei Luo, Sifei Wang, Lejun Fu, Jingjing Guo, Chen Cao, Luotong Wang, Shuang Xia, Tong Han, Nina Hao

“…Moreover, NIC was a significant indicator to differentiate large artery atherosclerosis from cardioembolism stroke with high specificity and positive predictive value.Conclusions Higher DECT-derived NIC is associated with increased odds of successful recanalisation and good functional outcome for EVT patients, and it yielded higher prediction performance than TAI.…”
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Atrial Natriuretic Peptide at Discharge as a Predictive Marker for Early Rehospitalization in Patients With Heart Failure With Preserved Ejection Fraction by Junichi Ohno, Kyung‐Duk Min, Isamu Sunayama, Yuki Matsumoto, Aika Daimon, Eri Manabe, Makiko Oboshi, Kohei Azuma, Masataka Sugahara, Akiyo Eguchi, Yoshiro Naito, Masanori Asakura, Masaharu Ishihara

“…This was confirmed in Cox models using log‐transformed standardized ANP (hazard ratio [HR] per SD, 2.01 [95% CI, 1.34–3.02]; P=0.0008) whereas discharge BNP levels showed weaker predictive value. Discharge ANP remained a significant predictor even after adjusting for age, body mass index, or estimated glomerular filtration ratio, whereas discharge BNP did not. …”
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