Advancing risk stratification in kidney transplantation: integrating HLA-derived T-cell epitope and B-cell epitope matching algorithms for enhanced predictive accuracy of HLA compa... by Matthias Niemann, Matthias Niemann, Benedict M. Matern, Benedict M. Matern, Gaurav Gupta, Bekir Tanriover, Fabian Halleck, Klemens Budde, Eric Spierings, Eric Spierings

“…Augmentation of a clinical prediction model of pre-transplant parameters by molecular compatibility metrics improved model performance particularly considering long-term outcomes.DiscussionOur study demonstrates that the use of multiple specialized molecular HLA matching predictors improves prediction performance, thereby improving risk classification and supporting informed decision-making in kidney transplantation.…”
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The reliability of talonavicular uncoverage to indicate forefoot abduction in progressive collapsing foot deformity: a finite element analysis by Yulin Wei, Hua Liu, Can Xu

“…Improved indicators will contribute to better surgical decision making and patient outcomes in PCFD.…”
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Development of a respiratory virus risk model with environmental data based on interpretable machine learning methods by Shuting Shi, Haowen Lin, Leiming Jiang, Zhiqi Zeng, ChuiXu Lin, Pei Li, Yinghua Li, Zifeng Yang

“…The model’s performance metrics indicate its potential utility in clinical decision-making and public health planning. Future work will focus on refining the model and expanding its applicability to diverse populations and settings.…”
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Supply chain performance in the age of Industry 4.0 by Tahsina Khan, Md Mehedi Hasan Emon

“…Specifically, Industry 4.0 adoption strengthens DSCI by enabling real-time communication, reducing process fragmentation, and supporting more efficient decision-making. It also fosters SCI by driving innovative practices, adaptability, and continuous improvement within the supply chain. …”
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A new insight into the impact of copy number variations on cell cycle deregulation of luminal-type breast cancer by Amir Mahdi Khamaneh, Davoud Jafari-Gharabaghlou, Khalil Ansarin, Khalil Ansarin, Khalil Ansarin, Pouya Pazooki, Zahra Akbarpour, Behrooz Naghili, Behrooz Naghili, Nosratollah Zarghami, Nosratollah Zarghami

“…In this review, we try to explain the effect of CIN in the cell cycle that ended with genomic instability and altered prognosis and the impact of CIN in decision-making for a therapy strategy for patients with luminal breast cancer.…”
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Multimorbidity in Atherosclerotic Cardiovascular Disease and Its Associations With Adverse Cardiovascular Events and Healthcare Costs: A Real-World Evidence Study by Dingwei Dai, Joaquim Fernandes, Xiaowu Sun, Laura Lupton, Vaughn W. Payne, Alexandra Berk

“…**Discussion:** Extremely prevalent multimorbidity should be considered in the context of clinical decision-making to optimize secondary prevention of ASCVD. …”
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Enjoy it! Cosmetic try-on apps and augmented reality, the impact of enjoyment, informativeness and ease of use by V. Micheletto, S. Accardi, A. Fici, A. Fici, F. Piccoli, C. Rossi, M. Bilucaglia, V. Russo, V. Russo, M. Zito, M. Zito

“…Additionally, PI, mediated by PE, significantly influences BI, emphasizing the role of information in consumer decision-making. These results provide valuable insights for the cosmetics industry, offering guidance to refine user experiences and enhance consumer engagement and satisfaction.…”
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Analisis Perbandingan Algoritma SVM, KNN, dan CNN untuk Klasifikasi Citra Cuaca by Mohammad Farid Naufal

“…Abstract Weather is an important factor that is considered for various decision making. Manual weather classification by humans is time consuming and inconsistent. …”
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EVALUATION OF SMARTNESS OF THE TOURISM DESTINATION WEBSITES OF THE KLAIPEDA REGION by Julius Ramanauskas, Šarūnas Banevičius, Putinas Bielskis

“…The websites of local tourist information centres serve as the primary communication platforms for travellers, facilitating their decision-making processes regarding travel destinations and accommodation. …”
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Modern modes of chronic hepatitis B treatment in daily clinical practice by M. V. Mayevskaya, M. A. Morozova, S. A. Ondos, V. T. Ivashkin

“…This article reviews in brief up-to-date modes of CHB treatment, clinical case demonstrating the basic AVT stages is presented: decision-making on its onset, monitoring of the patient during treatment, rules of choice and substitution of antiviral agents, criteria of treatment response assessment and indications for its termination.Conclusion. …”
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Enhancing hydraulic fracturing efficiency through machine learning by Ali Karami, Ali Akbari, Yousef Kazemzadeh, Hamed Nikravesh

“…This study highlights the transformative potential of ML in the pre-stimulation planning phase of HF, enabling enhanced real-time decision-making and operational optimization, which ultimately results in more effective and efficient fracturing operations.…”
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Enhancing climate resilience: A data-driven north rift weather prediction system for real-time forecasting and agricultural decision support by John W. Makokha, Peter W. Barasa, Geoffrey W. Khamala

“…The successful development of the NRWPS model provides significant opportunities for informing land management strategies, conservation efforts, and agricultural practices, enabling data-driven decision-making. Moreover, its integration into larger decision support systems allows for proactive interventions to mitigate land degradation and climate change stressors. …”
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Gastric Precancerous Lesions: From Progenitor Cell and Microsatellite Instability to Clinical Interpretation of Gastric Cancer Risk by A. V. Kononov, V. A. Rubtsov, M. N. Parygina, A. G. Shimanskaya, S. I. Mozgovoi, E. G. Pomorgailo, M. V. Markelova, Yu. A. Fedotova

“…Determination of MSI can be used as an auxiliary study within a panel of biomarkers aimed to support the decision-making of a pathologist in the alternative of “indefinite for dysplasia” or “definite dysplasia — obligate precancer”.…”
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Analysis of the 2016 – 2025 fiscal budget of U.S. Centers for Disease Control and Prevention by Nana LIU, Lieyu HUANG, Yuan DANG, Zekai YU, Qianqiu LIU, Yan GUO

“…It supports technological advancement and effective decision-making by emphasizing data and research.…”
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Simulation of Software Development Team Productivity Incorporating Social and Human Factors: A System Dynamics Model by Luz Marcela Restrepo-Tamayo, Gloria Piedad Gasca-Hurtado, Johnny Valencia-Calvo

“…This paper presents a simulation model to support informed decision-making during planning, considering that non-technical factors, specifically social and human factors (SHF), can affect product delivery time. …”
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Investigation of Information Overload in Electronic Health Records: Protocol for Usability Study by Saif Khairat, Jennifer Morelli, Marcella H Boynton, Thomas Bice, Jeffrey A Gold, Shannon S Carson

“…We aim to characterize information overload in the EHR by examining ICU providers’ decision-making and EHR usability. We also surveyed providers on their institution’s EHR to better understand how they rate the system’s task load and usability using the NASA (National Aeronautics and Space Administration) Task Load Index and Computer System Usability Questionnaire. …”
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Knowledge, Attitudes, and Practices in Relation to Reproductive Health Among Young Albanian Women by Alketa Zazo, Eliona Kulluri, Enxhi Vrapi

“…Major factors influencing decision-making on the contraception method were the male partner preferences and lack of knowledge about the role of the primary health care center as information and prescription provider for contraceptives. …”
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Gender disparity in living organ donation: a qualitative analysis of experiences and perceptions of female donors in Pakistan by Muhammad Ishaq, Javeria Saleem, Ruhma Binte Shahzad, Mahrukh Iqbal, Abida Tehreem, Raja Sajjad Asghar, Aleena Touqeer, Gul Mehar Javaid Bukkhari

“…Objectives This study aims to explore and analyse the interplay of sociocultural, psychological and institutional factors, gender roles and power dynamics in shaping the decision-making processes and experiences of living kidney and liver donors in Punjab, specifically focusing on women.Design This study employed a qualitative approach, using in-depth interviews to delve into the narratives and experiences of living kidney and liver donors in Punjab.Setting Punjab Human Organ Transplantation Authority (PHOTA), Lahore, Punjab, Pakistan.Participants 17 participants registered at the PHOTA for kidney or liver donation.Results Interviews with living donors at PHOTA, Lahore, provided qualitative data, which was then systematically coded and analysed to identify recurring themes that explore the underlying social and cultural reasons for the observed gender disparity. …”
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Distribution and clinicopathological characteristics of G-CSF expression in tumor cells and stromal cells in upper tract urothelial carcinoma by Go Kobayashi, Yohei Sekino, Hikaru Nakahara, Kohei Kobatake, Keisuke Goto, Tetsutaro Hayashi, Kazuhiro Sentani, Nobuyuki Hinata

“…Notably, stromal G-CSF expression showed significant prognostic value, even when compared to major clinicopathological factors, suggesting that the evaluation of G-CSF expression may contribute to clinical decision-making in patients with UTUC.…”
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Barlow Twins deep neural network for advanced 1D drug–target interaction prediction by Maximilian G. Schuh, Davide Boldini, Annkathrin I. Bohne, Stephan A. Sieber

“…Furthermore, we advance the field by proposing an influence method that elucidates model decision-making, thereby providing deeper insights into molecular interactions and improving the interpretability of drug-target interactions predictions. …”
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