Collaborative Learning for Task-Oriented Semantic Communications: Overcoming Data Mismatch Between Transceivers by Yanhu Wang, Ruidong Li, Changhong Wang, Jia Ye, Chenyuan Feng, Shuaishuai Guo

“…Task-oriented semantic communication (ToSC) enhances efficiency and performance by leveraging task-specific data representations and end-to-end learning, which are more compact and effective than traditional reconstruction-oriented methods. …”
Get full text

The Effectiveness of Immersive Educational Technologies Compared to Non-Immersive Ones on Clinical Skills among Nursing and Midwifery Students: A Protocol for a Systematic Review by Nahid Zarifsanaiey, Nilofar Barahmand, Manoosh Mehrabi, Ali Reza Safarpour

“…The primary objective of this study is to determine whether IETs, compared to Non-Immersive ones, is effective in clinical skills among nursing and midwifery students.Methods: This protocol has been created in accordance with the recommendation from the Cochrane Collaboration. …”
Get full text

Optimization of multioutlet hydrant location and pressurized irrigation network layout using the GRASP metaheuristic by César González-Pavón, Carmen Virginia Palau, Juan Manzano-Juárez, Santiago Guillem-Picó, Ibán Balbastre-Peralta

“…To address this, the study proposes an optimization approach utilizing geographic information systems (GIS) and the greedy randomized adaptive search procedures (GRASP) algorithm. By determining the optimal location and number of multioutlet hydrants required, the methodology aims to enhance network efficiency, on the one hand, in hydraulic terms when considering the sizing of the multioutlet hydrant and in economic terms in reference to the cost of installation and subsequent maintenance. …”
Get full text

Active learning concerning sampling cost for enhancing AI-enabled building energy system modeling by Ao Li, Fu Xiao, Ziwei Xiao, Rui Yan, Anbang Li, Yan Lv, Bing Su

“…As collecting sufficiently representative samples can be difficult, costly, and time-consuming, a distance-based sampling cost metric is proposed to compare the efficiency of different sampling methods, considering the detrimental effects of the actively sampling process on the normal operation of building energy systems. …”
Get full text

DIAGNOSIS OF CAROTID PARAGANGLIOMA: MULTIDISCIPLINARY ASPECTS by I. V. Stepanov, M. S. Ol’shanskiy, D. Yu. Kharitonov, V. V. Dmitriev, A. V. Podoprigora, A. S. Shcherbinin

“…Objective: to enhance the efficiency of diagnosis and treatment of  carotid paragangliomas, by introducing of a multidisciplinary approach into clinical practice.Material and methods. …”
Get full text

Possibilities of Discriminant Analysis in the Differential Diagnosis of Chronic Aspergillosis and Nonmicotic Lung Lesions by N. G. Nikolaeva, O. V. Shadrivova, Yu. V. Borzova, S. G. Grigoryev, I. E. Itskovich, N. N. Klimko

“…Material and methods. The prospective study included 74 patients with CPA (57% women, median age 53 years) meeting the ERS/ESCMID criteria (2016). …”
Get full text

Current state of plantations of state protective forest strips and problems of protective afforestation in the south of Western Siberia by Alexander S. Manaenkov, Polina M. Podhayetskaya, Valery N. Petrov

“…The purpose of the work is to determine the current state of stands, to identify the most effective methods of their creation and cultivation in broadband plantations on the lands of the arid zone. …”
Get full text

Retrospective evaluation of left ventricular eccentricity index in the assessment of precapillary pulmonary hypertension in dogs (2017–2021): 145 cases by Nicolas Graziano, Kris Gommeren, Annelies Valcke, Priscilla Burnotte, Dave Beeston, Tom Walker, Rebecca Gele, Marine Lekane, Anne Christine Merveille

“…To assess whether these EI measurements allow to identify dogs with right heart changes compatible with moderate to severe pulmonary hypertension (PAH).MethodsMulticenter, retrospective, case–control study from 2017 to 2021. …”
Get full text

Interpretable machine learning approach to predict Hepatitis C virus NS5B inhibitor activity using voting-based LightGBM and SHAP by Teuku Rizky Noviandy, Aga Maulana, Irvanizam Irvanizam, Ghazi Mauer Idroes, Nur Balqis Maulydia, Trina Ekawati Tallei, Muhammad Subianto, Rinaldi Idroes

“…Future research should focus on integrating QSAR modeling with other computational methods and experimental validation to fully realize the potential of this approach in discovering novel HCV therapeutics.…”
Get full text

Detection of prostate cancer in the PSA gray zone using prostate-specific antigen mass ratio combined with PI-RADS score by Weilin Li, Zhiqi Wang, Weihong Zhao, Gaobo Zhou, Miaomiao Peng, Zhicheng Su, Tao-Hsin Tung

“…Additionally, Spearman’s correlation analysis was performed to determine the relationship between each parameter and the prediction model with disease severity ratings. …”
Get full text

Preoperative Anteroposterior and Lateral Assessment of Sagittal Spinopelvic Parameters Show High Positional Correlation and Measurement Reliability Preceding Both Hip Preservation... by Benjamin D. Kuhns, M.D., M.S., Tyler R. McCarroll, M.D., Roger Quesada-Jimenez, M.D., Ady H. Kahana-Rojkind, M.D., Drashti Sikligar, M.Eng., Meredith F. Cohen, B.A., Benjamin G. Domb, M.D.

“…Methods: Subjects undergoing hip surgery with complete AP and lateral pelvic imaging were included. …”
Get full text

Blinding assessment in randomised sham-controlled trials of acupuncture:protocol for a systematic survey by Ling Li, Xin Sun, Jiali Liu, Minghong Yao, Yong Fu, Jiahui Yang, Xiaochao Luo

“…Paired investigators will independently determine eligibility and use pilot-tested standardised forms for data extraction. …”
Get full text

The Application and Validity of a New Composite Radiographic Index for Patients with Osteonecrosis of the Jaws by Zafeiroula Yfanti, Sotirios Tetradis, Nikolaos G. Nikitakis, Konstantina Eleni Alexiou, Emmanouil Vardas, Christos Angelopoulos, Kostas Tsiklakis

“…<b>Methods</b>: This study included 43 MRONJ patients with CBCT scans from the School of Dentistry of National and Kapodistrian University of Athens, approved by the Research Ethics Committee. …”
Get full text

Manifestation of a complex of Fusarium solani (Mart.) Sacc. species on seeds and seedlings of cereals, legumes, oilseeds and cereals by T. Rozhkova, L. Biliavska, H. Iutynska, L. Tytova, N. Leonova, M. Loboda, A. Sylchuk, Ye. Rozhkova

“…Methods. Laboratory methods: germination of crop seeds in different soil samples and study of seedling development; identification of fungal species that formed mycelium layers during seed germination; analysis of soil mycobiota; determination of drug efficacy. …”
Get full text

Hair of the dog: Obtaining samples from coyotes and wolves noninvasively by David E. Ausband, Julie Young, Barbara Fannin, Michael S. Mitchell, Jennifer L. Stenglein, Lisette P. Waits, John A. Shivik

“…Eliciting rubbing behavior from coyotes and wolves using lures has advantages over opportunistic genetic sampling methods (e.g., scat transects) because it elicits a behavior that deposits a hair sample at a fixed sampling location, thereby increasing the efficiency of sampling for these canids. …”
Get full text

Enhancing Power Quality in Standalone Microgrids Powered by Wind and Battery Systems Using HO Algorithm Based Super Twisting Sliding Mode Controllers by Sana Sahbani, Oumnia Licer, Hassane Mahmoudi, Abdennebi Hasnaoui, Mustapha Kchikach

“…To mitigate these issues, a control strategy utilizing Super Twisting Sliding Mode (STSM) controllers tuned by the Hippopotamus Optimization Algorithm (HOA) is proposed. The HOA algorithm efficiently determines optimal STSM controller parameters, leading to improved system performance and stability. …”
Get full text

Research on Electromagnetic Safety of UAV Inspection in Substation by Wensheng Li, Mengyuan Chen, Haohao Jin, Ying Zhang, Hao Wu, Lin Yi, Li Cai

“…Uncrewed aerial vehicle (UAV) inspections provide significant advantages over traditional manual and robotic methods, such as cost-effectiveness, greater maneuverability, improved efficiency, and the ability to operate in closer proximity to equipment. …”
Get full text

Designing an Intelligent Scoring System for Crediting Manufacturers and Importers of Goods in Industry 4.0 by Mohsin Ali, Abdul Razaque, Joon Yoo, Uskenbayeva Raissa Kabievna, Aiman Moldagulova, Satybaldiyeva Ryskhan, Kalpeyeva Zhuldyz, Aizhan Kassymova

“…The research may potentially increase operational efficiency in the manufacturing and importing industries.…”
Get full text

Modified screening and management strategies for chronic rhinosinusitis in hematologic patients receiving hematopoietic stem cell transplantation by Yen-Hui Lee, Chih-Feng Lin, Te-Huei Yeh, Huai-Hsuan Huang, Yi-Tsen Lin

“…ESS is effective in managing CRS, while control of CRS is not determinant of overall survival in patients receiving HSCT.…”
Get full text

Hydroxyapatite from Mollusk Shells: Characteristics, Production, and Potential Applications in Dentistry by Florin Lucian Muntean, Iustin Olariu, Diana Marian, Teodora Olariu, Emanuela Lidia Petrescu, Tudor Olariu, George Andrei Drăghici

“…Thermal treatment coupled with wet chemical precipitation and hydrothermal synthesis are the most common methods used for its recovery since they provide efficiency, scalability, and the ability to produce highly crystalline and pure resulting materials. …”
Get full text