DBY-Tobacco: a dual-branch model for non-tobacco related materials detection based on hyperspectral feature fusion by Cheng Shen, Cheng Shen, Yuecheng Qi, Lijun Yun, Xu Zhang, Zaiqing Chen, Zaiqing Chen

“…To improve processing efficiency of HSIs data, three characteristic wavelengths (580nm, 680nm, and 850nm) were extracted by analyzing the weighted coefficients of the principal components. …”
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Impact of ovarian hyperstimulation syndrome on intracytoplasmic sperm injection outcomes in poly-cystic ovarian syndrome women: A cross-sectional study by Mufeda Ali Jwad, Maryam Hussein Khaleefah, Ramih Abd AlFattah Naser

“…Materials and Methods: In this cross-sectional study, data of 84 PCOS women who underwent controlled ovarian stimulation using a flexible antagonist protocol-treated intracytoplasmic sperm injection cycles referred to the Infertility Department of Higher Institute for the Diagnosis of Infertility and Assisted Reproduction Techniques, Baghdad, Iraq between January 2020 and December 2023 was extracted from their medical records. …”
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Near-infrared spectroscopy analysis to predict urinary allantoin in dairy cows by Leonardo A.C. Ribeiro, Guilherme L. Menezes, Tiago Bresolin, Sebastian I. Arriola Apelo, Joao R.R. Dórea

“…The partial least squares regression model achieved an R2 of 0.55, a concordance correlation coefficient of 0.73, and a root mean squared error of prediction (RMSEP) of 3.63 mmol/L to predict allantoin concentration from the spectra data set without preprocessing. However, the use of the first derivative (FirstDev) as a preprocessing step reduced the RMSEP from 3.63 mmol/L to 3.25 mmol/L and increased the R2 from 0.55 to 0.62. …”
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Predicting carbohydrate quality in a global database of packaged foods by Eric Antoine Scuccimarra, Alexandre Arnaud, Marie Tassy, Marie Tassy, Kim-Anne Lê, Fabio Mainardi

“…Our predictions were tested by splitting the dataset into training, validation, and test sets, using US data.ResultsWe were able to predict free sugars and carbohydrate quality for 424,543 products in the U.S. and in 14 countries. …”
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Two-Stream Modality-Based Deep Learning Approach for Enhanced Two-Person Human Interaction Recognition in Videos by Hemel Sharker Akash, Md Abdur Rahim, Abu Saleh Musa Miah, Hyoun-Sup Lee, Si-Woong Jang, Jungpil Shin

“…Human interaction recognition (HIR) between two people in videos is a critical field in computer vision and pattern recognition, aimed at identifying and understanding human interaction and actions for applications such as healthcare, surveillance, and human–computer interaction. …”
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The importance of age as a prognostic predictor of childhood hepatoblastoma: an analysis of single-center childhood hepatoblastoma in China by Zhen Li, Hong Jiang, Yuan-Qi Wang, Wen-Qing Wang, Li-Bin Huang, Jun-Cheng Liu, Hong-Man Xue

“…Clinical trial number Not applicable.…”
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Hierarchical segmentation framework with dynamic parameter optimization for accurate stem-leaf partitioning and phenotypic extraction in maize by Yingjie Zhao, Dongjie Liu, Jiangtan Yao, Zhen Wang, Xuanyu Mu, Zongwei Jia

“…The proposed method was systematically evaluated on maize plant point cloud data at multiple growth stages, and compared with manually annotated results. …”
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Lumen-Apposing Metal Stents in the Management of Complex Pelvic Abscesses by Kenneth W. Chow, Nicholas A. Cumpian, Ranjit Makar, Pejman Zargar, Fouzia Oza, Idrees Suliman, Viktor Eysselein, Sofiya Reicher

“…Background: Lumen-apposing metal stents (LAMS) are utilized in a wide range of therapeutic gastrointestinal applications. We present our experience with LAMS-assisted drainage of complex pelvic abscesses at a large safety-net hospital. …”
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Creativity and job satisfaction among nurses in iran: a descriptive-correlational study by Mostafa Gholami, Maryam Maleki, Alice Khachian, Mansoureh Ashghali Farahani, Abbas Mardani

“…Clinical trial number Not applicable.…”
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Molecular Docking of Key Compounds from Acacia Honey and <i>Nigella sativa</i> Oil and Experimental Validation for Colitis Treatment in Albino Mice by Mehwish Bibi, Irfan Baboo, Hamid Majeed, Santosh Kumar, Maximilian Lackner

“…However, further research into long-term safety, optimal dosing, and mechanisms of action is warranted to translate these findings into clinical applications.…”
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Enhanced discovery of bacterial laccase‐like multicopper oxidase through computer simulation and metagenomic analysis of industrial wastewater by Ting Cui, Ariel Kushmaro, Hana Barak, Anja Poehlein, Rolf Daniel, Hans‐Jürgen Mägert

“…Here, we identified 34 putative bacterial laccase sequences from metagenome data for industrial wastewater. We used machine‐learning tools to screen enzymes with laccase activity by combining the T1 copper‐binding capacity, the overall copper‐binding capacity and the substrate‐binding capacity. …”
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Association between high polygenic risk scores and long-term exposure to air pollution in asthma development: a hospital-based case-control study by I-Chieh Chen, Yi-Ming Chen, Yun-Wen Chen, Tzu-Hung Hsiao, Hui-Wen Yang, Kuo-Tung Tang, Ching-Heng Lin, Yu-Wen Chu

“…Trial registration Not applicable.…”
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Design and Evaluation of ADANet: A High-Fidelity Motion Acquisition Framework for Assistive Gesture-Based Interfaces by Md Ettashamul Haque, Atique Tajwar, Akm Azad, Salem A. Alyami, Md Mehedi Hasan

“…Our model was trained on data from 21 healthy participants(12 male &#x0026; 9 female) performing eight functional gestures demonstrate a test accuracy of 84.47%, F1-score of 0.84, and AUC<inline-formula> <tex-math notation="LaTeX">$\geq 0.96$ </tex-math></inline-formula>, outperforming traditional classifiers such as XGBoost, SVM, and KNN across multiple evaluation metrics. …”
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Profiling of Volatile Organic Compounds, Including Halogenated Substances, in Okinawan Red Alga <i>Portieria hornemannii</i> by Kazuki Tani, Yu Sasaki, Takahiro Ishii, Yonathan Asikin

“…However, SLE-GC-MS provided a different <i>P. hornemannii</i> volatile profile, allowing for the acquisition of more furan-, alcohol-, ester-, and carboxylic acid-containing compounds. These data provide valuable information, such as a systematic analytical framework for volatiles profiling in the marine macroalgae <i>P. hornemannii</i>, with potential applicability in the development of food and fragrance products.…”
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Gender differences in early childhood development in rural China: a sibling structure perspective by Hongyu Guan, Xiangzhe Chen, Lidong Zhang, Yunyun Zhang, Yuxiu Ding, Ai Yue

“…Trial registration Not applicable.…”
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3-D&#x2013;2-D Hybrid Lightweight CNN Model: Enhancing Canopy Feature Retrieval in Hyperspectral Imaging for Accurate Plant Species Classification by Chinsu Lin, Hung-Yi Chien, Keng-Hao Liu

“…These findings highlight Hybrid-LtCNN&#x2019;s scalability, interpretability, and potential for practical applications in remote sensing-based plant species classification.…”
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Exploring Long-Term Clean Energy Transition Pathways in Ghana Using an Open-Source Optimization Approach by Romain Akpahou, Jesse Essuman Johnson, Erica Aboagye, Fernando Plazas-Niño, Mark Howells, Jairo Quirós-Tortós

“…This study proposes a unique contextualized open-source modelling framework for a data-constrained, lower–middle-income country, offering a replicable approach for similar contexts in Sub-Saharan Africa. …”
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Improving Solar Radiation Forecasting in Cloudy Conditions by Integrating Satellite Observations by Qiangsheng Bu, Shuyi Zhuang, Fei Luo, Zhigang Ye, Yubo Yuan, Tianrui Ma, Tao Da

“…In addition, multi-step forecasts with a low latency make the advance planning and management of solar energy possible in practical applications.…”
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Relationship between types of smartphone use among adolescents and smartphone addiction: focusing on gender differences by Sunghwan Cho, Seoyoon Lee, Hyun-Jae Woo, Yun-Hee Ko, Kyu-Hyoung Jeong

“…This study aimed to examine smartphone usage patterns and their association with smartphone addiction, with a specific focus on gender differences. Methods: Data were derived from the 2022 Korean Children and Youth Panel Survey (KCYPS), which included 4524 adolescents. …”
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Redefining Workspaces: Young Entrepreneurs Thriving in the Metaverse’s Remote Realm by Rinku Mahindru, Gautam Bapat, Punam Bhoyar, G. David Abishek, Anuj Kumar, Sonia Vaz

“…Furthermore, it advocates for policymakers to develop supportive regulations and policies that recognize and accommodate the intricacies of virtual contracts, data protection, and cross-border collaborations. …”
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