A hybrid fuzzy logic–Random Forest model to predict psychiatric treatment order outcomes: an interpretable tool for legal decision support by Alexandre Hudon, Alexandre Hudon, Alexandre Hudon, Alexandre Hudon

“…A Mamdani-type fuzzy inference system was constructed to simulate expert decision logic and output a continuous likelihood score. This score, along with structured features, was used to train a Random Forest classifier. …”
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Acute hyperammonemic encephalopathy masquerading as postoperative delirium in a patient who underwent lung surgery: a case report by Chao-Qin Chen, Zhen-Ping Hu, Xu-Jie Ma, Xiao-Dong Tang, Xia Zheng, Yong-Xing Yao

“…However, the patient’s serum ammonia level remained high. A computed tomography scan of the head revealed diffuse cerebral swelling. …”
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Appropriateness of NHS 111 Wales outcomes—using the Call Prioritisation Streaming System: a RAND/UCLA modified Delphi method by Craig Brown, Conrad Fivaz, Rebecca Malin, Mike Brady, Rhiannon Elizabeth Roynon, Peter Noblett

“…CPSS is a sophisticated Computer Decision Support Software designed to enhance decision-making processes. …”
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Cerebellar hemorrhage in patients treated with edoxaban for portal vein thrombosis after hepatobiliary surgery: a report of two cases by Hiroya Iida, Toru Miyake, Masaji Tani, Takuya Tanaka, Kayo Kawakami, Yoshihiro Ikuno, Ryoichi Mandai, Tomoharu Shimizu

“…The monitoring of hepatic dysfunction and decision for continuation of drug may be required during edoxaban use for PVT, especially after hepatobiliary surgery.…”
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Intrusion Detection Based on Sequential Information Preserving Log Embedding Methods and Anomaly Detection Algorithms by Czangyeob Kim, Myeongjun Jang, Seungwan Seo, Kyeongchan Park, Pilsung Kang

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MODELING WATER FLOW IN THE SOIL UNDER FIELD CONDITIONS USING FINITE ELEMENT by E. M. Mohamed

“…Computer program was developed with Fortran language to solve Richard's equation using finite element in two dimensions. …”
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Journaling with large language models: a novel UX paradigm for AI-driven personal health management by Birger Moëll, Fredrik Sand Aronsson, Fredrik Sand Aronsson

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Classical Gasses with Singular Densities by Luca Di Persio, Yuri Kondratiev, Viktorya Vardanyan

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Factors associated with contracting border malaria: A systematic and meta-analysis. by Tichaona Fambirai, Moses Chimbari, Tafadzwa Mhindu

“…Vector resistance, human population movement, and cross-border malaria continue to pose a threat to the attainment of malaria elimination goals. …”
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Artificial Intelligence Adoption in SMEs: Survey Based on TOE–DOI Framework, Primary Methodology and Challenges by Esther Sánchez, Reyes Calderón, Francisco Herrera

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High-Throughput 3D Rice Chalkiness Detection Based on Micro-CT and VSE-UNet by Zhiqi Cai, Yangjun Deng, Xinghui Zhu, Bo Li, Chenglin Xu, Donghui Li

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On a Critical Acceleration Scale of Dark Matter in ΛCDM and Dynamical Dark Energy by Zhijie Xu

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Soft Actor-Critic-Based MPPT Control of Solar PV Systems Under Partial Shading Conditions by Sampson E. Nwachukwu, Komla A. Folly, Kehinde O. Awodele

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Adopting Graph Neural Networks to Understand and Reason About Dynamic Driving Scenarios by Peng Su, Conglei Xiang, Dejiu Chen

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MbGWO-SFS: Modified Binary Grey Wolf Optimizer Based on Stochastic Fractal Search for Feature Selection by El-Sayed M. El-Kenawy, Marwa Metwally Eid, Mohamed Saber, Abdelhameed Ibrahim

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Forecasting Stock Market Volatility Using Housing Market Indicators: A Reinforcement Learning-Based Feature Selection Approach by Pourya Zareeihemat, Samira Mohamadi, Jamal Valipour, Seyed Vahid Moravvej

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Damage Identification in Large-Scale Structures Using Time Series Analysis and Improved Sparse Regularization by Huihui Chen, Xiaojing Yuan

“…Furthermore, the mean-value normalization strategy is incorporated into the sparse regularization solving process to improve the computational efficiency. The proposed method has been validated based on a numerical continuous rigid frame bridge and an experimental steel truss bridge. …”
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The association between remnant cholesterol and the risk of osteoporotic vertebral fracture in older adults. by Changzhi Liu, He Tong, Xifa Gao, Jiangchuan Wang, Zicheng Wei, Yu Wang, Jianhua Wang, Xiao Chen

“…<h4>Methods</h4>A total of 1995 participants aged 50 years or older who underwent chest computed tomography (CT) scans for lung cancer screening between July 2016 and December 2019 were included in this study. …”
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Does sociality affect evolutionary speed? by Socias-Martínez, Lluís, Peckre, Louise Rachel

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Augmenting self-guided virtual-reality exposure therapy for social anxiety with biofeedback: a randomised controlled trial by Preethi Premkumar, Nadja Heym, James A. C. Myers, Phoebe Formby, Steven Battersby, Alexander Luke Sumich, David Joseph Brown

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