A Weighted Voting Approach for Traditional Chinese Medicine Formula Classification Using Large Language Models: Algorithm Development and Validation Study by Zhe Wang, Keqian Li, Suyuan Peng, Lihong Liu, Xiaolin Yang, Keyu Yao, Heinrich Herre, Yan Zhu

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THE EFFECT OF TOPICAL APPLICATION WITH OZOILE® AS A NOVEL METHOD IN THE COMPLEX TREATMENT OF SOFT TISSUE INFECTIONS AND CHRONIC WOUNDS by P. Marinova

“…The aim is to research the effect of topical application of Ozoile®, stable ozonides from organic extra-virgin olive oil +OILin the complex treatment of soft tissue infections and chronic wounds and to optimize the algorithm of these applications. Results: We applied LOT to a total of 84 patients (22.1%) of all 380 patients with soft tissue infections treated for the period March 2022-March 2023 at the First surgical clinic of Medical University – Pleven, Bulgaria. …”
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Optimal geometrical selection of skin mesh: experimental analysis and numerical optimization by Mehdi Khayami, Aisa Rassoli, Alireza Feizkhah

“…Third-degree burns, the most severe and deadly type, cause numerous fatalities worldwide each year but can be treated using the skin mesh grafting technique—one of the latest advancements in burn care. …”
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Salvage radical cystectomy after organ preservation therapy in patients with undifferentiated bladder cancer: its place in the treatment algorithm and survival results by P. H. Yakovlev, D. A. Kliushyn

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Extending Artery/OMNeT++ for Evaluating V2X Sensor Fusion Algorithms With Infrastructure Support in Cooperative Advanced Driver Assistance Systems by Hamdan Hejazi, Andras Wippelhauser, Laszlo Bokor

“…This allows RSUs to detect non-V2X-equipped vehicles and vulnerable road users (VRUs), allowing the RSU to share the data via V2X, thereby improving situational awareness and cooperative perception. Our framework treats RSUs as active CPM generators to model infrastructure-supported collective perception, seamlessly integrates configurable error models for the kinematic state vector of V2X messages as well as for perceived objects, and exposes a realistic and appropriate approach for V2X-based object-level sensor fusion algorithms. …”
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Identification of immune-related biomarkers linked to systemic lupus erythematosus and dilated cardiomyopathy through integrated bioinformatics analysis and multiple machine learni... by Gaijie Li, Liwen Lin, Shushu Wang, Kachun Lu, KaMan Szeto, Guiting Zhou, Xianwen Tang, Chuanjin Luo, Chuanjin Luo

“…Through machine learning algorithms and dataset validation, we further identified the HERC6 and IFI44L genes as important diagnostic markers for SLE-related DCM. …”
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Telemedicine data secure sharing scheme based on heterogeneous federated learning by Nansen Wang, Jianing Zhang, Ju Huang, Wei Ou, Wenbao Han, Qionglu Zhang

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A Numerical Algorithm for Solving Higher-Order Nonlinear BVPs with an Application on Fluid Flow over a Shrinking Permeable Infinite Long Cylinder by Laila Y. Al Sakkaf, Qasem M. Al-Mdallal, U. Al Khawaja

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Energy Scheduling in a Hybrid DC/AC Micro-Grid Considering Battery/Wind/Photovoltaic Power Sources using Heuristic Optimization Algorithm by Javad Ebrahimi, Taher Niknam, Bahman Bahmanifirouzi

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An Algorithm to Analyze Cost Heterogeneity using Counterfactual Scenarios in Endovascular versus Open Repair of Abdominal Aortic Aneurysm: Predicting Costs for Subsequent Patients by Christopher A. Jones, Peter W. Callas, Robert W. Everett, Richard A. Galbraith, Richie Spitsberg, Jeffrey J. Petrozzino, Michael J. DeSarno, Andrew C. Stanley

“…Under such circumstances, it is our expectation that such algorithms may be used to select the most cost-efficient treatment.…”
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Effectiveness of switching from nalfurafine to difelikefalin in patients with hemodialysis-associated pruritus: a prospective interventional study within a new treatment algorithm by Naoko Takahashi, Taku Yoshizawa, Junko Kumagai, Hideki Kawanishi, Shinichiro Tsuchiya, Misaki Moriishi, Takao Masaki

“…Methods Nalfurafine was administered for 6 weeks or longer to 43 patients who were receiving maintenance hemodialysis at our facility in order to treat treatment-resistant HAP in accordance with the treatment algorithm. …”
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Effects of Simplified Antihypertensive Treatment Algorithm on Hypertension Management and Hypertension-Related Death in Resource-Constricted Primary Care Setting between 1997 and 2... by Mulalibieke Heizhati, Nanfang Li, Qiaoyan Shi, Xiaoguang Yao, Delian Zhang, Keming Zhou, Menghui Wang, Junli Hu, Gulinuer Duiyimuhan, Wen Jiang, Jing Hong, Le Sun

“…Exploring better ways to improve hypertension management and to decrease stroke and CVD death is needed such as introducing treatment algorithm. Therefore, we selected intervention counties from Xinjiang, an underdeveloped region in China, and introduced antihypertensive treatment algorithm, comprising locally available and affordable agents, to primary health providers since 1998. …”
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Implementing a pharmacogenetic-driven algorithm to guide dual antiplatelet therapy (DAPT) in Caribbean Hispanics: protocol for a non-randomised clinical trial by Dagmar F Hernandez-Suarez, Kyle Melin, Frances Marin-Maldonado, Hector J Nunez, Ariel F Gonzalez, Lorena Gonzalez-Sepulveda, Sona Rivas-Tumanyan, Hetanshi Naik, Gualberto Ruaño, Stuart A Scott, Jorge Duconge

“…Given the paucity of clinical research on CYP2C19 and antiplatelet clinical outcomes in Hispanics, our study will test the safety and efficacy of a genetic-driven treatment algorithm to guide dual antiplatelet therapy (DAPT) in Caribbean Hispanics.Methods and analysis This is a multicentre, prospective, non-randomised clinical trial that proposes an assessment of pharmacogenomic-guided DAPT in post-PCI Caribbean Hispanic patients with ACS or CAD. …”
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Impact of germline BRCA1/2 status on outcomes for patients with HR+/HER2- metastatic breast cancer treated with CDK4/6 inhibitors: a systematic review and meta-analysis by Michele Bottosso, Christian Zurlo, Federica Miglietta, Anna Chiara Cattelan, Daniela Iannaccone, Maria Vittoria Dieci, Gaia Griguolo, Fabio Girardi, Valentina Guarneri

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Hydrological Object‐Based Flow Direction Model for Constructing a Lake‐Stream Topological System by Fei Zhao, Liyang Xiong, Chuzhi Zhang, Hong Wei, Kai Liu, Guoan Tang

“…In nonlake areas, the stream networks derived from these algorithms were stable. The proposed algorithm offers an opportunity to treat lakes and streams differently during simulation, thus adding to the authenticity of the simulation.…”
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Association between the (neutrophil + monocyte)/albumin ratio and all-cause mortality in sepsis patients: a retrospective cohort study and predictive model establishment according... by Lulu Liu, Qian Ma, Guangzan Yu, Xuhou Ji, Hua He

“…Moreover, we employed Boruta algorithm to evaluate the predictive potential of the NMa ratio and established the prediction models utilizing machine learning algorithms. …”
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Identification of Immune-Related Genes and Small-Molecule Drugs in Interstitial Cystitis/Bladder Pain Syndrome Based on the Integrative Machine Learning Algorithms and Molecular Do... by Yiheng Jiang, Xinqing Zhu, Abdullah Y. Al-danakh, Qiwei Chen, Deyong Yang

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Impact of cardiopulmonary resuscitation on a cannot intubate, cannot oxygenate condition: a randomised crossover simulation research study of the interaction between two algorithms by Thomas Ott, Jascha Stracke, Susanna Sellin, Marc Kriege, Gerrit Toenges, Carsten Lott, Sebastian Kuhn, Kristin Engelhard

“…In this stressful situation, two complex algorithms facilitate decision-making to save a patient’s life: difficult airway management and cardiopulmonary resuscitation. …”
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Optimizing Green Supplier Selection and Order Allocation: A Fuzzy DNAP-Fuzzy TOPSIS-Bi Objective Mathematical Model Approach with Harmony Search Algorithm by Sara AmirSalami, Saeed Alaei

“…Furthermore, due to the non-linearity of the mathematical model, a harmony search algorithm was developed for the problem, and a repair algorithm was proposed to handle constraints in the problem.   …”
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Development and Clinical Validation of Visual Inspection With Acetic Acid Application-Artificial Intelligence Tool Using Cervical Images in Screen-and-Treat Visual Screening for Ce... by Usha Rani Poli, Anirudh G. Gudlavalleti, Jaya Bharadwaj Y, Hira B. Pant, Varun Agiwal, G.V.S. Murthy

“…The perceived challenge rate for false positives was 20%.CONCLUSIONThis novel cervical image–based VIA-AI algorithm showed promising results in real-life settings, and could help minimize overtreatment in single-visit VIA screening and treatment programs in resource-constrained situations.…”
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