Research on Carbon Sequestration Capacity of Urban Park Green Space in the Central Urban Area of Beijing and Driving Factors Thereof by Xiuping LIU, Songting ZHAO, Xinyu LI, Jiale LI, Xing WANG

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Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation. by Ahmed Akib Jawad Karim, Kazi Hafiz Md Asad, Md Golam Rabiul Alam

“…The model was also used on a real-world ADHD dataset with an accuracy of 85%, F1 score of 85%, precision of 85%, and recall of 85%. …”
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GC-MS Analysis, Antimicrobial and Antioxidant Activities of Extracts of the Aerial Parts of <i>Conyza sumatrensis</i> by Olapeju O Aiyelaagbe, Stephen O Oguntoye, Abdulmumeen A Hamid, Adebola M Ogundare, David B Ojo, Ajibola Ajao, Nurudeen O Owolabi

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The role of multifocal visual evoked potential in detection of minimal hepatic encephalopathy in patients with compensated liver cirrhosis by Reem M. Sabry, Osama Hamad, Hossam Eldin Mohamed Khalil, Sahar Ibrahim Mohammed, Ragaey Ahmad Eid, Hanan Hosny

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Forecasting mental states in schizophrenia using digital phenotyping data. by Thierry Jean, Rose Guay Hottin, Pierre Orban

“…Besides it remains unclear which machine learning algorithm is best suited for forecast tasks, the eXtreme Gradient Boosting (XGBoost) and long short-term memory (LSTM) algorithms being 2  popular choices in digital phenotyping studies. The CrossCheck dataset includes 6,364 mental state surveys using 4-point ordinal rating scales and 23,551 days of smartphone sensor data contributed by patients with schizophrenia. …”
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Medium-term load forecasting with Power Market Survey: GEPCO case study by Sheeza Mariam Nawaz, Ubaid Ahmed, Adil Amin, Syed Afraz Hussain Shah, Anzar Mahmood

“…Therefore, in the proposed study, a mathematical model, Power Market Survey (PMS), is implemented to forecast month-ahead load for GEPCO division dataset. The historical load data, incorporating relevant features such as growth rate, load factor, schedule of load shedding, etc., are fed as input to the proposed model for efficient load forecasting. …”
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Positive hepatitis B surface antigen leads to a decrease in ovarian reserve in infertile patients receiving first in vitro fertilization treatment by Yutao Li, Xuejiao Wang, Ye Jiang, Qun Lv, Yi Zhang, Yu Wang

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Experimental investigation of the effect of the offset ratio on the flow characteristics and heat transfer behaviour of a wall-bounded dual jet flow by P.J. Murphy, S. Alimohammadi, S.M. O'Shaughnessy

“…., the offset ratio (OR), on the dual jet flow and heat transfer behaviour, therefore providing the very first experimental dataset relating to a dual jet for varying OR. For this investigation, a uniform heat flux of 1670 W/m2 is applied to the bounding wall for 5500 ≤ Re ≤ 12,000 and 1 ≤ OR ≤ 7, while the velocity ratio is maintained at a constant value of 1. …”
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Integrated multi-omics analysis reveals the underlying molecular mechanism for the neurotoxicity of triclosan in zebrafish by Shasha Zhao, Yuhang Ling, Baohua Zhang, Danting Wang, Limei Sun

“…Hence, this study highlights a number of biomarkers for the risk assessment of TCS against non-target organisms, offering a reference dataset for the behavioral toxicity of TCS to zebrafish, and strengthening the early warning, management, and control of TCS pollution.…”
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The A to E (ABCDE) Pit Crew Model: A Novel Approach to Team Based Care of Critical Patients in the Prehospital Setting by Ayanna Walker, Adam Oswald, Jessica Wanthal, Christine Van Dillen, Cherian Plamoottil, Parth Patel, Maria Tassone, Latha Ganti

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Is insomnia a risk factor for new-onset asthma? A population-based study in Taiwan by Shih-Feng Weng, Chih-Cheng Lai, Yu-Chieh Lin, Chih-Chiang Chien, Chin-Ming Chen, Shyh-Ren Chiang, Chung-Han Ho, Kuo-Chen Cheng

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Prediction of mechanical characteristics of shearer intelligent cables under bending conditions. by Lijuan Zhao, Dongyang Wang, Guocong Lin, Shuo Tian, Hongqiang Zhang, Yadong Wang

“…Experiments were conducted using a shearer optical fiber cable bending simulation dataset with traction speeds of 6 m/min, 8 m/min, and 10 m/min. …”
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Effectiveness of aspirin in preventing deep vein thrombosis following proximal femoral fracture surgery in Japan by Takao Ohmori, Kazukiyo Toda, Takuya Taoka, Takeshi Ishihara, Yasuo Ito

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Sulfatase modifying factor 2 as a predictive biomarker for urothelial carcinoma by Wei-Ting Kuo, Yi-Chen Lee, Jia-Bin Liao, Ching-Jiunn Tseng, Yi-Fang Yang

“…High SUMF2 mRNA levels were associated with poor overall survival (OS) and disease-free survival (DFS) in bladder UC (BLCA) from The Cancer Genome Atlas (TCGA) dataset. High SUMF2 protein levels were associated with grade (P < 0.001), T status (P = 0.01), and stage (P = 0.006) in patients with BLCA. …”
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Identification and validation of hub gene TNFAIP6 of fibroblast-like synoviocytes in rheumatoid arthritis by LEI Lei, LYU Yuxin, ZHANG Jing

“…Methods‍　‍Four independent synovial tissue microarray transcriptome sequencing datasets and one single cell sequencing dataset were downloaded from the Gene Expression Omnibus (GEO) database, and the hub gene of RA fibroblast-like synovial cells was identified by differential gene analysis, weighted gene co-expression network analysis (WGCNA) and single-cell sequencing data analysis. …”
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Characterization of gene expression profiles in Alzheimer's disease and osteoarthritis: A bioinformatics study. by Nian Liu, Qian Deng, Zining Peng, Danning Mao, Yuanbo Huang, Fanyu Meng, Xiaoyu Zhang, Jiayan Shen, Zhaofu Li, Weitian Yan, Jiangyun Peng

“…The datasets were analyzed to obtain differentially expressed gene (DEG) datasets for OA and AD, respectively. …”
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Medical Rehabilitation Impact Towards Dynamic Balance in Lateral Ankle Sprain Patients by Moses Rizky Haryanto, Jonathan Salim, Nana Novia Jayadi, Mirna Phandu

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Serum hepcidin level with iron profile assay might replace bone marrow iron study as a diagnostic tool for evaluation of anemia in elderly without chronic renal disease by Sukdev Manna, Sankha Shubhra Chakrabarti, Rohit Singh, Indrajeet Singh Gambhir

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SensorDBSCAN: Semi-Supervised Active Learning Powered Method for Anomaly Detection and Diagnosis by Petr Ivanov, Maria Shtark, Alexander Kozhevnikov, Maksim Golyadkin, Dmitry Botov, Ilya Makarov

“…The key innovation lies in achieving good performance with minimal labeled data - less than 1% of the dataset - by leveraging active and contrastive learning techniques. …”
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Risk factors associated with high altitude sickness among travelers: A case control study in Himalaya district of Nepal. by Sishir Poudel, Laxman Wagle, Mukhiya Ghale, Tara Prasad Aryal, Sushan Pokharel, Binay Adhikari

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