Human Pose Estimation and Event Recognition via Feature Extraction and Neuro-Fuzzy Classifier by Muhammad Hanzla, Naif S. Alshammari, Shuaa S. Alharbi, Wasim Wahid, Nouf Abdullah Almujally, Ahmad Jalal, Hui Liu

“…HPE, a fundamental task in applications such as sports analytics and surveillance systems, involves predicting human joint locations from visual data. …”
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Artificial Intelligence in Primary Malignant Bone Tumor Imaging: A Narrative Review by Platon S. Papageorgiou, Rafail Christodoulou, Panagiotis Korfiatis, Dimitra P. Papagelopoulos, Olympia Papakonstantinou, Nancy Pham, Amanda Woodward, Panayiotis J. Papagelopoulos

“…Ethical considerations, including data privacy and the interpretability of complex AI algorithms, also warrant careful attention. …”
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AI‐Based Platelet‐Independent Noninvasive Test for Liver Fibrosis in MASLD Patients by Shun‐ichi Wakabayashi, Takefumi Kimura, Nobuharu Tamaki, Takanobu Iwadare, Taiki Okumura, Hiroyuki Kobayashi, Yuki Yamashita, Naoki Tanaka, Masayuki Kurosaki, Takeji Umemura

“…Methods This retrospective study analyzed biopsy‐proven data from 463 Japanese MASLD patients. Patients were randomly assigned to training (N = 370, 80%) and test (N = 93, 20%) cohorts. …”
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A Systematic Analysis of Meteorological Parameters in Predicting Rainfall Events by Muhammad Salman Pathan, Pardhu Nadella, Yasin Ul Haq, Soumini Chaudhury, Jiantao Wu, Avishek Nag, Soumyabrata Dev

“…By analyzing five years of weather data from three weather stations in the United States, Canada, and Ireland, the study delves into the interactions between meteorological features and rainfall occurrences. …”
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Mobile asthma apps for emerging adults transitioning to college: A scoping review by V. Ann Andreoni, Margaret C. Delaney, Susan McNamee, Elizabeth Huggins, Barbara Velsor-Friedrich

“…Background: Limited data exists to direct evidence-based asthma self-care for emerging adults as they transition from pediatric to adult health care. …”
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Predictive factors of patient length of stay with multiloculated pleural effusion after medical thoracoscopy: single-center retrospective cohort study by Wiwien Heru Wiyono, Mohamad Fahmi Alatas, Andika Chandra Putra, Erlina Burhan, Amirah Nisrina, Elvan Wiyarta, Gita Fajri Gustya, Muhammad Ilham Dhiya Rakasiwi, Adlina Briliani

“…Clinical trial numbers Not applicable.…”
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Biodegradation of high-molecular-weight polycyclic aromatic hydrocarbons by a novel species of the genus Devosia isolated from the deep-sea region of the Kermadec Trench by Zefei Wang, Shanshan Zhao, Shanshan Zhao, Gen Chen, Shiwei Sun, Yue Liu, Haixin Chen, Liang Meng, Zhuang Han, Daoqiong Zheng

“…These findings not only provide novel insights into the ecological roles of the genus Devosia, but also highlight the potential of this new species for PAH bioremediation applications.…”
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A Comparative Transcriptome Analysis Revealing the Mechanism Underlying the Effect of Maternal Plant Age on Adventitious Rooting of <i>Euryodendron excelsum</i> Cuttings by Ji Li, Xinyi Liu, Kunlin Wu, Shasha Wu, Junwen Zhai, Lin Fang, Songjun Zeng

“…In this study, we performed RNA-sequencing (RNA-seq) and data analysis at three stages—initial excision (S0), root primordia (S1), and emergence of adventitious roots (S2)—for lateral buds from transplanted triennial tissue culture seedlings and decennial <i>E. excelsum</i> plants. …”
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The DRP1 receptor FIS1 is critical to the expansion of triple-negative breast cancer tumor-initiating cells by Tetiana Katrii, Tanya Freywald, Malkon G. Estrada, Amr El Zawily, Behzad Toosi, Frederick S. Vizeacoumar, Franco J. Vizeacoumar, Andrew Freywald, Scot C. Leary

“…Clinical trial number Not applicable.…”
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Enhanced associations between subjective cognitive concerns and blood-based AD biomarkers using a novel EMA approach by Ángel García de la Garza, Caroline Nester, Cuiling Wang, Jacqueline Mogle, Nelson Roque, Mindy Katz, Carol A. Derby, Richard B. Lipton, Laura Rabin

“…Ecological Momentary Assessment (EMA) offers a promising alternative by providing real-time data. This study aimed to link SCC assessed via EMA and traditional measures with blood-based AD biomarkers in a diverse, dementia-free, community-based sample based in the Bronx, NY. …”
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Experimental Liquid Densities of Red Palm Oil at Pressures up to 150 MPa from (312 to 352) K and Dynamic Viscosities at 0.1 MPa from (293 to 353) K by Jia Lin Lee, Gun Hean Chong, Yuya Hiraga, Yoshiyuki Sato, Masaki Ota, Richard Lee Smith

“…Parameters for the perturbed-chain statistical associating fluid theory equation of state were determined and gave an average of 0.143% deviation in density. The data and equations developed should be useful in high-pressure food processing as well as in applications considering vegetable oils as heat transfer fluids or as lubricants.…”
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Non-Invasive Painting Pigment Classification Through Supervised Machine Learning by Michal Piotr Markowski, Solongo Gansukh, Mateusz Madry, Robert Borowiec, Jaroslaw Rogoz, Boguslaw Szczupak

“…This study presents a non-invasive approach based on supervised machine learning for classifying pigments using image data acquired under three distinct spectral illumination conditions: visible-light reflectography (VIS), ultraviolet false-color imaging (UVFC), and infrared false-color imaging (IRFC). …”
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Enhanced Performance of Novel Amorphous Silicon Carbide Microelectrode Arrays in Rat Motor Cortex by Pegah Haghighi, Eleanor N. Jeakle, Brandon S. Sturgill, Justin R. Abbott, Elysandra Solis, Veda S. Devata, Gayathri Vijayakumar, Ana G. Hernandez-Reynoso, Stuart F. Cogan, Joseph J. Pancrazio

“…Implantable microelectrode arrays (MEAs) enable the recording of electrical activity from cortical neurons for applications that include brain–machine interfaces. However, MEAs show reduced recording capabilities under chronic implantation conditions. …”
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A Reinforcement Learning Approach to Personalized Asthma Exacerbation Prediction Using Proximal Policy Optimization by Dahiru Adamu Aliyu, Emelia Akashah Patah Akhir, Maryam Omar Abdullah Sawad, Jameel Shehu Yalli, Yahaya Saidu

“…Unlike conventional models, PPO dynamically refines its policy through iterative learning, allowing for real-time, adaptive risk assessment based on personalized patient data and environmental factors. The PPO model was trained on a comprehensive asthma dataset, integrating demographic, environmental, lifestyle, and Asthma Control Test (ACT) scores. …”
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Shared Control of Supernumerary Robotic Limbs Using Mixed Realityand Mouth-and-Tongue Interfaces by Hongwei Jing, Sikai Zhao, Tianjiao Zheng, Lele Li, Qinghua Zhang, Kerui Sun, Jie Zhao, Yanhe Zhu

“…However, they still face limitations like restricted degrees of freedom and complex data requirements, which hinder their applicability in real-world scenarios. …”
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Renal Biopsy Pathological Tissue Segmentation: A Comprehensive Review and Experimental Analysis by Yan Liu, Taiping Wang, Xinxin He, Wei Wang, Qiang He, Juan Jin

“…A complete pipeline is proposed, encompassing data preprocessing, model training, and validation, including multi-scale feature extraction and optimized loss function configurations. …”
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Measurement of Teacher&#x2019;s Orchestration Load: A Framework and a Case Study on Tool Flexibility by Claudio Alvarez, Ishari Amarasinghe, Gustavo Zurita, Davinia Hernandez-Leo, Lubna Hakami, Luis Rojas

“…The framework integrates multimodal data sources, including observable orchestration actions, physiological metrics, and self-reported insights, to comprehensively analyze the orchestration load. …”
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EURASIAN ASSOCIATION OF CARDIOLOGY (EAC)/ NATIONAL SOCIETY OF HEART FAILURE AND MYOCARDIAL DISEASE (NSHFMD) GUIDELINES FOR THE DIAGNOSIS AND TREATMENT OF CHRONIC HEART FAILURE (202... by S. N. Tereshchenko, I. V. Zhirov, T. M. Uskach, M. A. Saidova, S. P. Golitsyn, E. M. Gupalo, S. N. Nasonova, O. Yu. Narusov, A. A. Safiullina, A. S. Tereshchenko, O. V. Stukalova

“…It is also the health professional’s responsibility to verify the applicable rules and regulations relating to drugs and medical devices at the time of prescription.Members of the Working Group confirmed the lack of financial support/ conflict of interest. …”
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Multicentre, randomised clinical trial comparing intravitreal aflibercept monotherapy versus aflibercept combined with reduced-fluence photodynamic therapy (RF-PDT) for the treatme... by Tien Yin Wong, Chui Ming Gemmy Cheung, Kelvin Yi Chong Teo, Anna Tan, Chinmayi Himanshuroy Vyas, Colin Tan, Caroline Chee, Kelly Wong, Janice Marie N. Jordan-Yu, Beau Fenner, Shaun Sim

“…Additionally, we will be collecting optical coherence tomography angiography data prospectively for exploratory analysis.Ethics and dissemination This study will be conducted in accordance with the ethical principles that have their origin in the Declaration of Helsinki and that are consistent with the ICH E6 guidelines of Good Clinical Practice and the applicable regulatory requirements. …”
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Predicting Pharmacokinetics of Active Constituents in <i>Spatholobi caulis</i> by Using Physiologically Based Pharmacokinetic Models by Xiaoyan Liu, Ruihu Du, Tao Zhang, Yingzi Li, Ludi Li, Zheng Yang, Youbo Zhang, Qi Wang

“…Conclusions: The PBPK models of four constituents can be used to predict the pharmacokinetic characteristics in humans after oral administration of SPC and provide useful data for safe and rational medication in clinical practice.…”
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