Packet Classification by Multilevel Cutting of the Classification Space: An Algorithmic-Architectural Solution for IP Packet Classification in Next Generation Networks by Motasem Aldiab, Emi Garcia-Palacios, Danny Crookes, Sakir Sezer

“…Traditionally, the Internet provides only a “best-effort” service, treating all packets going to the same destination equally. …”
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APPLYING THE GENETIC ALGORITHM AND QUANTUM CHEMICAL CALCULATIONS TO STUDY THE STRUCTURE OF THE Sc2B6 CLUSTER AND ITS CO ADSORPTION by Minh Thao Nguyen, Tho Thanh Bui, Trung Cang Phan, Sy Linh Ho

“…We used the genetic algorithm and quantum chemical calculations to study the structures of the Sc2B6 cluster. …”
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Pretreatment CT-Based Machine Learning Radiomics Model Predicts Response in Inoperable Stage III NSCLC Treated with Concurrent Radiochemotherapy Plus PD-1 Inhibitors by Ya Li Bachelor, Min Zhang Bachelor, Yong Hu MM, Bo Du Bachelor, Youlong Mo Bachelor, Tianchu He MM, Mingdan Zhao Bachelor, Benlan Li Bachelor, Ji Xia Bachelor, Zhongjun Huang Bachelor, Fangyang Lu MD, Zhen Huang Bachelor, Bing Lu MD, Jie Peng MD

“…Third, radiological models were built using six machine learning algorithms: logistic regression (LR), discriminant analysis (DA), neural network (NN), random forest (RF), support vector machine (SVM) and K-Nearest Neighbour (KNN). …”
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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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An artificial ecological system-based optimization to forecast the maximal TPH removal from Nigeria's Niger Delta crude oil-contaminated soil treated with a mix of biochar by Daniel Hogan Itam, Chimeme Martin Ekwueme, Ibiba Taiwo Horsfall

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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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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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The association between lymph node status and the tumor size in breast cancer – results from the Danish Breast Cancer Group (DBCG) by Tanja L. Fris, Marianne D. Lautrup, Peer M. Christiansen

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Technique for Measuring the Internal Diameter and Area of Visible Vessels of the Eye by V. A. Firago, A. I. Kubarko

“…A prototype of the equipment with a spatial resolution of 2 µm video is described, which allows to trace all visible blood vessels, including capillaries. An algorithm for stabilizing the position of a sequence of digital images of the bulbar conjunctiva relative to the first frame is discussed. …”
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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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Modification of preoperative preparation as a guarantee of improvement of perioperative treatment in elderly and senile patients by M. B. Danylyuk, S. M. Zavgorodniy, A. I. Rylov, M. A. Кubrak, N. O. Yareshko, A. V. Bachurin

“…Into the control group 89 (58.2 %) patients were included, who were treated in accordance to the standards and clinical protocols, while into the main one - 64 (41.8%) patients, in whom preoperative preparation was modified in accordance to algorithm. …”
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Clinical, Echocardiographic and Laboratory Cardiac Monitoring in Breast Cancer Patients Undergoing Chemotherapy with Anthracycline Agents: A Pilot Study on Cardioprotective Algorit... by Indah Puspita

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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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EVALUATION OF THE EFFECTIVENESS OF A NONSTEROIDAL ANTI-INFLAMMATORY DRUG (NSAID) SELECTION ALGORITHM BASED ON THE ANALYSIS OF RISK FACTORS FOR DRUG-INDUCED COMPLICATIONS IN REAL CL... by A. E. Karateev, A. M. Lila, M. V. Churyukanov, K. V. Skorobogatykh, A. V. Amelin, D. V. Zakharov, E. A. Trofimov, V. A. Shirokov, T. V. Popova, E. A. Shestel, Z. A. Goncharova, A. I. Kulikov, O. B. Nesmeyanova, M. V. Galikhanova

“…To enhance the efficacy and safety of nonsteroidal anti-inflammatory drugs (NSAIDs), a class of essential medications used to treat acute and chronic pain, is an important and urgent task. …”
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Advanced skin cancer prediction with medical image data using MobileNetV2 deep learning and optimized techniques by Tuğçe Öznacar, Nuray Varol Kayapunar

“…The chances of successful treatment are greatly reduced if the melanoma is not treated in its early stages because it could spread aggressively. …”
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Depth Scattering Characterization of Multi-Layer Turbid Media Based on Iterative Multi-Plane Reflectance Measurements by Inbar Yariv, Hamootal Duadi, Dror Fixler

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Modern principles of conservative treatment of mild and moderate forms of ulcerative colitis by O. V. Golovenko

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Nomogram for predicting the severity of high-risk plaques in acute coronary syndrome by Miao-Na Bai, Miao-Na Bai, Miao-Na Bai, Ji-Xiang Wang, Ji-Xiang Wang, Xiao-Wei Li, Xiao-Wei Li, Xiao-Wei Li, Jing-Xian Wang, Jing-Xian Wang, Yu-Hang Wang, Yu-Hang Wang, Yin Liu, Yin Liu, Yin Liu, Jing Gao, Jing Gao, Jing Gao, Jing Gao

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Study Design and Rationale for the PHINDER Study: Pulmonary Hypertension Screening in Patients with Interstitial Lung Disease for Earlier Detection by Tejaswini Kulkarni, David A. Zisman, Oksana A. Shlobin, David G. Kiely, Maral DerSarkissian, Eric Shen, Kevin M. Maher, Meredith Broderick, Mary Beth Scholand

“…Methods PHINDER is a prospective, non-interventional study that will enroll approximately 200 patients with ILD treated in a variety of settings in the United States (community centers, academic institutions, etc.). …”
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Modeling and Optimization of Tensile Properties of Epoxy Biocomposites Reinforced with Washingtonia robusta Waste and Biochar Using Response Surface Methodology, Artificial Neural... by Messaouda Boumaaza, Ahmed Belaadi, Hassan Alshahrani, Ibrahim M. H. Alshaikh, Djamel Ghernaout

“…The current study examined the tensile properties of epoxy biocomposites reinforced with untreated and NaOH-treated Washingtonia robusta waste (WRW) and biochar considering different fiber weight fractions (10%, 20%, 30%), NaOH concentrations (2%, 2.5%, 3%), and treatment durations (4, 12, 24 h). …”
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