Development and multi-cohort validation of a machine learning-based simplified frailty assessment tool for clinical risk prediction by Jiahui Lai, Cailian Cheng, Tiantian Liang, Leile Tang, Xinhua Guo, Xun Liu

“…Abstract Background Frailty significantly impacts health outcomes in aging populations, yet its routine assessment remains challenging due to the complexity and time-consuming nature of existing tools. This study aimed to develop and validate a clinically feasible, machine learning-based frailty assessment tool that balances predictive accuracy with implementation simplicity in real-world clinical settings. …”
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OSTEOARTICULAR INJURY IN PSORIATIC PATIENTS ACCORDING TO THE DATA OF PEST (PSORIASIS EPIDEMIOLOGY SCREENING TOOL) QUESTIONNAIRE AND RHEUMATOLOGICAL CLINICOINSTRUMENTAL EXAMINATION by M. N. Chamurlieva, E. Yu. Loginova, T. V. Korotaeva, E. A. Batkaev

“…No significant differences of these parameters were found.Conclusion. Thus, in psoriasis, there may be any RD, chiefly PsA with common nail involvement. …”
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Insights into Machining Techniques for Additively Manufactured Ti6Al4V Alloy: A Comprehensive Review by Abdulkadir Mohammed Sambo, Muhammad Younas, James Njuguna

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Variability of bulb morpho-geometrical properties in onion (Allium cepa L.) germplasm collections, using digital imaging tools by Seong-Hoon Kim, Kanivalan Iwar, JiWon Han, Inchan Choi, Jaesu Lee, Kingsley Ochar

“…Many previous studies employed manual tools such as Vernier calipers for measurement of onion bulb parameters, which is time-consuming. …”
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Effectiveness of magnetocardiography as a non-invasive tool for functional assessment of myocardial ischemia in patients with stable coronary artery disease by Wen-fei He, Li-huan Zeng, Nan-shan Xie, Hao-xing Liu, Hao-xing Liu, Wen-min Cui, Ying Wang, Zhi-jian Zhang, Guan-lun Ye, Zhi-ying Qin, Zhi-qiang Guo, Jun Ma, Jian-fang Luo, Jian-fang Luo

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Optimization of magnetic compound fluid polishing process parameters for PMMA workpieces based on grey relational analysis by Youliang WANG, Xichun GAO, Wenjuan ZHANG

“…Under the given experimental conditions, it is verified that the optimized MCF polishing tool has excellent polishing performance, and the mechanism of the influences of various process parameters on the polishing performance of the MCF polishing tool is analyzed in detail. …”
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Assessment of nutritional status in chronic periodontitis patients: A cross-sectional study by Anuradha Bhatsange, Sanika Prakash Kamble

“…Clinical periodontal parameters (plaque index, bleeding on probing, probing depth, clinical attachment level/loss, total number of teeth present [NOT-P], furcation involvement, pathological migration, and tooth mobility), biochemical parameters (lipid, protein, iron profiles, and Vitamin D3 and B12), and the MNA® tool were used to assess the nutritional status of all the participants. …”
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Choroidal Vascularity Index (CVI)--A Novel Optical Coherence Tomography Parameter for Monitoring Patients with Panuveitis? by Rupesh Agrawal, Mohammed Salman, Kara-Anne Tan, Michael Karampelas, Dawn A Sim, Pearse A Keane, Carlos Pavesio

“…<h4>Conclusion</h4>The study reports composite OCT-derived parameters and CVI as a possible novel tool in monitoring progression in panuveitis. …”
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An Electrochemical/Thermodynamic Analytical Model for Hard‐Pack Lithium‐Ion Batteries in Engineering Education by Ligang Wang, Hangyang Li, Zhiliang Huang, Peng Wu, Jiayuan Huangfu

“…This paper presents an electrochemical/thermodynamic analytical model with 19 parameters for hard‐pack lithium‐ion batteries, providing efficient and compact MATLAB code as an instructional tool for engineering education. …”
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TECHNOLOGICAL PROVISION OF ACCURACY AND QUALITY PARAMETERS OF INTRICATE PROFILE PARTS AT HIGH-SPEED MULTI-COORDINATE MACHINING by V. K. Sheleg, A. F. Prisevok, P. N. Klausuts

“…The paper considers requirements to CAM-systems for provision of high-speed multi-coordinate milling, principles of generation and recommendations on trajectory programming for high-speed machining, influence of vibration and balancing of the technological system on parameters of  the machining accuracy, characteristics of a cutting tool, types of tool coatings that is rather actual for improvement of accuracy and quality of intricate profile parts.…”
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Evaluation of the influence of laser quenching mode parameters on the quality of the surface and surface layer of machine parts (overview) by S. V. Petrochenko, Q. Hao, X. Yu, K. Zhao

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Ground-truth-free deep learning approach for accelerated quantitative parameter mapping with memory efficient learning by Naoto Fujita, Suguru Yokosawa, Toru Shirai, Yasuhiko Terada

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Shadow Street Art: from walls to streets between projection and invention by Emanuela Lanzara

“…Furthermore, the main goal of street artists who work with real shadows is to design 4D works: time is the main parameter to control the whole process. Parametric-generative digital tools allow to simulate dynamic projective process and perspective anamorphic transformation of shadows on walls, streets or squares according to specific environmental (geographical, temporal parameters) and technical (light design) parameters. …”
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Optimization of rotor-side controller parameters in doubly fed induction generators based on an improved NSGA-II by Yanling Lv, Xiang Zhao, Zexin Mou

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Cell-mechanical parameter estimation from 1D cell trajectories using simulation-based inference by Johannes C. J. Heyn, Miguel Atienza Juanatey, Martin Falcke, Joachim O. Rädler

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Use of spectral indices and photosynthetic parameters to evaluate the growth performance of hydroponic tomato at different salinity levels by Khalid A. Al-Gaadi, Ahmed M. Zeyada, Elkamil Tola, Rangaswamy Madugundu, Mohamed K. Edrris, Omer Mahjoop

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Predicting visual field global and local parameters from OCT measurements using explainable machine learning by Md Mahmudul Hasan, Jack Phu, Henrietta Wang, Arcot Sowmya, Erik Meijering, Michael Kalloniatis

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Prediction and Modelling with Taguchi, ANN and ANFIS of Optimum Machining Parameters in Drilling of Al 6082-T6 Alloy by İbrahim Turan, Barış Özlü, Hasan Basri Ulaş, Halil Demir

“…In this study, the drilling of an Al 6082-T6 alloy and the effects of cutting tool coating and cutting parameters on surface roughness, cutting temperature, hole diameter, circularity, and cylindrical variations was investigated. …”
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Adaptive Variational Modal Decomposition–Dual Attention Mechanism Parallel Residual Network: A Tool Lifetime Prediction Method Based on Adaptive Noise Reduction by Jing Kang, Taiyong Wang, Yi Li, Ye Wei, Yaomin Zhang, Ying Tian

“…A tool lifetime prediction method based on AVMD-DAMResNet is proposed. …”
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Genetic parameters and genome-wide association studies of milk infrared spectra from Lacaune dairy ewes by C. Marie-Etancelin, R. Rupp

“…ABSTRACT: Fourier-transform infrared spectroscopy is a widely used analytical tool in dairy production—either in cattle or small ruminant—for predicting milk composition and quality. …”
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