ArthroPhase: a novel dataset and method for phase recognition in arthroscopic video by Ali Bahari Malayeri, Matthias Seibold, Nicola A. Cavalcanti, Jonas Hein, Sascha Jecklin, Lazaros Vlachopoulos, Sandro Fucentese, Sandro Hodel, Philipp Fürnstahl

“…The SPI demonstrated an output error of 10.6% and 9.8% on ACL27 and Cholec80 datasets, respectively, indicating reliable surgery progression estimation. …”
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Three-dimensional (3D) ultrasound imaging for quantitative assessment of frontal cobb angles in patients with idiopathic scoliosis – a systematic review and meta-analysis by Cheuk-Kin Kwan, James Haley Young, Jeff Ching-Hei Lai, Kelly Ka-Lee Lai, Kenneth Guang-Pu Yang, Alec Lik-Hang Hung, Winnie Chiu-Wing Chu, Adam Yiu-Chung Lau, Tin-Yan Lee, Jack Chun-Yiu Cheng, Yong-Ping Zheng, Tsz-Ping Lam

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CMRNet: An Automatic Rapeseed Counting and Localization Method Based on the CNN-Mamba Hybrid Model by Jie Li, Chenbo Yang, Chengyong Zhu, Tao Qin, Jingmin Tu, Binhui Wang, Jian Yao, Jiangwei Qiao

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The Emperor’s old clothes: a critical review of circular fashion in gray literature by Talia Hussain, Ksenija Kuzmina, Mikko Koria

“…Existing retail practices and consumer marketing messages are central to circular fashion, while the role of the market in setting prices is ignored. A $460 billion error is revealed, refuting the claim that a circular fashion system provides an opportunity for growth. …”
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Reconfiguring Pain Interpretation Within a Social Model of Health Using a Simplified Version of Wilber’s All Quadrant All Levels Framework: An Integral Vision by Mark I. Johnson

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A Voice-Based Personal Assistant for Mental Health in Kreol Morisien by B. Gobin-Rahimbux, N. Gooda Sahib, N. Peerthy, A. Taylor

“…It was observed that DeepSpeech was more accurate with a word error rate (WER) of 18% compared to CMUSphinx at 24%, that is, DeepSpeech fully recognized 76 sentences compared to CMUSphinx where only 57 sentences were fully recognized. …”
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Modern approaches to performing mine surveying calculations of quarterly surveying of extracted block raw materials and overburden using UAVs by O.A. Yanovych, V.G. Levytskyi

“…Analysis of measurement accuracy showed that the root mean square error was 48–57 mm for reference points and 123–138 mm for check points. …”
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A Comparative Study on Missing Value Imputation Techniques in Machine Learning by Meng Haoyu

“…This study explores and compares various missing value imputation techniques, including deletion methods, simple imputations (mean, median), machine learning-based approaches (k-Nearest Neighbors (k-NN), multiple imputation), and hybrid strategies. The research utilizes an extensive dataset from National Football League Play-by-Play, implementing these techniques and evaluating their effectiveness using Root Mean Squared Error (RMSE) as the primary performance metric. …”
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AI/Machine Learning and Sol-Gel Derived Hybrid Materials: A Winning Coupling by Aurelio Bifulco, Giulio Malucelli

“…Experimental research in the field of science and technology of polymeric materials and their hybrid organic-inorganic systems has been and will continue to be based on the execution of tests to establish robust structure-morphology-property-processing correlations. …”
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Image processing algorithm of visual communication design based on deep learning in digital background by Xugang Hou, Qian Liu, Xiaoying Zhang

“…Particularly in preventing overfitting, the algorithm exhibits stronger stability and lower error rates, further validating the potential of DL applications in visual communication design and image processing. …”
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A study on monthly sales forecasting of new energy vehicles in urban areas using the WOA-BiGRU model. by Xiangtu Li

“…The WOA-BiGRU model outperforms both the standalone BiGRU and PSO models, achieving a Mean Absolute Error (MAE) of 3051.89, which is 526.18 lower than the BiGRU model and 104.72 lower than that of the PSO model. …”
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Optimization of Acid Degumming of Crude Rice Bran Oil (CRBO) on Phospholipid Removal Using Response Surface Methodology (RSM) by Astrilia Damayanti, megawati megawati, Ima Winaningsih, Doni Rahmat Wicakso, Nuryoto Nuryoto, Yusuf Rumbino, Ridwan Anung Prasetyo, Muhammad Prabu Rizki

“…The experimental values and predicted results did not correlate well with percentages (%) of error, with more than 50% occurring in 4 of 19 runs. …”
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Response Analysis of Deceleration Motion Control for Pipeline Intelligent Plugging Robot by Wang Shanshan, Jiang Zhengguo

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Empowering entity synonym set generation using flexible perceptual field and multi-layer contextual information. by Subin Huang, Daoyu Li, Chengzhen Yu, Junjie Chen, Qing Zhou, Sanmin Liu

“…Nevertheless, these approaches tend to disregard global entity information and are susceptible to error propagation issues. This paper introduces an innovative approach to generating entity synonym sets that leverages a flexible perception mechanism and multi-layer contextual information. …”
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Comparison of SPH and CEL methods for simulating the soil cutting process of a biomimetic digging shovel. by Yunning Dong, Liangfei Fang, Kuan Qin, Shoujun Sun, Yue Gong

“…Numerical simulation, as a computer-aided research method, offers several advantages, including ease of use, cost-effectiveness, and resource conservation. …”
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Corporate governance and earnings management in banks: An empirical evidence from India by Sarit Biswas, Mousumi Bhattacharya, Pradip H Sadarangani, Justin Yiqiang Jin

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Psychological Aspects of the Organization of the Foreign Language Learning Process for Students of Non-Linguistic Specialities under Current Conditions by C. Соколовська

“… The relevance of the research is due to the need to ensure an effective educational process against the background of an increased level of anxiety during the war. …”
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Quality Evaluation of Speech Transmission via Two-way BPL-PLC Voice Communication System in an Underground Mine by Przemysław FALKOWSKI-GILSKI, Grzegorz DEBITA

“…These parameters may include objective quality of service (QoS) metrics, such as: available bandwidth, bit error rate (BER), delay, latency as well as subjective quality of experience (QoE) related to user expectations. …”
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Classical Benchmarks for Variational Quantum Eigensolver Simulations of the Hubbard Model by Antonios M. Alvertis, Abid Khan, Thomas Iadecola, Peter P. Orth, Norm Tubman

“…We find that even when using the most accurate wavefunction ansätze for the Hubbard model, the error in its ground state energy and wavefunction plateaus for larger lattices, while stronger electronic correlations magnify this issue. …”
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Explaining Nurses' Experiences of Breaking the Law in Patient Care: A Qualitative Study by Yasaman Jahed

“…Materials and Methods: In this qualitative study, 15 experienced nurses from Waliasr research educational center affiliated to Birjand University of Medical Sciences, living in 1400 South, participated in this qualitative study. …”
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