Machine Learning-Based Classification of Programming Logic Understanding Levels by Mouse-Tracking Heatmaps by Attaporn Khaesawad, Yosuke Fukuchi, Vibol Yem, Nobuyuki Nishiuchi

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Comparative Evaluation of Emergency Medical Service Trauma Patient Transportation Patterns Before and After Level 1 Regional Trauma Center Establishment: A Retrospective Single-Cen... by Hyeong Seok Lee, Won Young Sung, Jang Young Lee, Won Suk Lee, Sang Won Seo

“…Yearly comparisons revealed a gradually increasing trend in the hospital death rate (ptrend=0.031). Conclusions After establishing a level 1 RTC, the EMS transportation of severe trauma patients increased gradually along with the long-distance transportation of minor trauma patients. …”
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Prevalence and Antimicrobial Susceptibility of Multi-Drug Resistant Uropathogens in a Tertiary Hospital in Nepal: A One-Year Audit by Manish Man Pradhan, Sangita Sharma, Sujeet Poudyal, Diwas Gnyawali, Suman Adhikari, Suman Chapagain, Bhojraj Luitel, Hari Prasad Kattel, Pawan Raj Chalise

“…Data were collected from the Electronic health records of the Microbiology department and analyzed using Microsoft Excel 16.0.0 and SPSS 30.0.0 software to determine the urine culture positivity rate, the prevalence of multidrug-resistant uropathogens, and their antimicrobial susceptibility patterns with a specific focus on resistance to commonly prescribed antibiotics. …”
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Analysis of clinical features, prognosis and comprehensive therapeutic strategies in 261 patients with limited-stage esophageal small cell carcinoma by LIU Di, NI Jianjiao, ZHAO Kuaile, XIANG Jiaqing, ZHANG Zhen, ZHANG Junhua

“…This study aimed to analyse survival outcomes, prognostic factors, failure patterns and therapeutic strategies in patients with LS-SCEC. …”
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Study of the association of distribution pattern of genotypes of C/A polymorphism of COL1A1_1 collagen gene (RS1107946) with indicators of external breathing in children with bronc... by Т. Ye. Shumna, S. M. Nedelska, O. S. Fedosieieva

“…The study of the distribution patterns of allelic genes and genotypes of the C/A polymorphism of the collagen COL1A1_1 gene (rs1107946) in children with bronchial asthma, taking into account the indicators of external respiration function. …”
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Movement and Dispersion Parameters Characterizing the Group Behavior of <i>Drosophila melanogaster</i> in Micro-Areas of an Observation Arena by Nam Jung, Chunlei Xia, Yong-Hyeok Jang, Hye-Won Kim, Yun Doo Chung, Tae-Soo Chon

“…For Canton-S, temporal cooccurring patterns among different parameters were observed as time progressed, with two primary patterns identified in the resource supply areas: single peak and double peaks. …”
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Do gender differences matter in Acute Heart Failure? Insights from Indian College of Cardiology – National Heart Failure Registry, India by P.B. Jayagopal, C.N. Manjunath, A. Jabir, Sridhar L. Sastry, Veena Nanjappa, P.R. Vaidyanathan, Johny Joseph, Soma Sekhar Ghanta, P. Manokar, Nitin Kabra, Dharmendra Jain, Vinod Sharma, Trinath Kumar Mishra, R. Badri Narayanan, Narendra Jathappa, Gautam Rege, Sunil Modi, S.N. Routray, T.R. Raghu, Rabin Chakraborty, Dayasagar Rao, Shantanu Sengupta, K.S. Ravindranath, B.C. Srinivas, V.K. Chopra

“…Mortality rate Gender-based comparisons were tested at a 5 % level of significance. …”
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Conv1D-GRU-Self Attention: An Efficient Deep Learning Framework for Detecting Intrusions in Wireless Sensor Networks by Kenan Honore Robacky Mbongo, Kanwal Ahmed, Orken Mamyrbayev, Guanghui Wang, Fang Zuo, Ainur Akhmediyarova, Nurzhan Mukazhanov, Assem Ayapbergenova

“…This study proposes a hybrid IDS model combining one-dimensional Convolutional Neural Networks (Conv1Ds), Gated Recurrent Units (GRUs), and Self-Attention mechanisms. …”
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Real-world treatment patterns of patients with EGFR exon 20 insertion–mutated advanced NSCLC treated with amivantamab or mobocertinib after platinum-based chemotherapy: A multi-dat... by Alexander Spira, Dexter Waters, Tao Ran, Pratyusha Vadagam, Jinghua He, Julie Vanderpoel, Anjali Donnelly, Iris Lin

“…Objective: To describe characteristics, treatment patterns, and outcomes of patients with EGFR exon 20 insertion (exon20ins)-positive advanced or metastatic non–small cell lung cancer (NSCLC) who received amivantamab or mobocertinib monotherapy after platinum-based chemotherapy (PBC). …”
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Changing patterns in marriage choice and related health risk in the Pakistani heritage community in Bradford UK: a qualitative study. [version 2; peer review: 2 approved, 1 approve... by Shahid Islam, Vishal Sharma, Rifat Razaq, Zuneera Khurshid, Alice Cunningham, Neil Small

“…Results There was agreement that rates of consanguinity were declining. Older group members were concerned this might indicate a shift away from tradition and damage community cohesion. …”
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A Hybrid Learning Framework for Enhancing Bridge Damage Prediction by Amal Abdulbaqi Maryoosh, Saeid Pashazadeh, Pedram Salehpour

“…The proposed model demonstrates exceptional performance, achieving accuracy rates ranging from 98.27% to 100%, with error rates between 1.73% and 0% across multiple bridge damage datasets. …”
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A Linear Differentiation Scheme for Camouflaged Target Detection using Convolution Neural Networks by Jagadesh Sambbantham, Gomathy Balasubramanian, Rajarathnam, Mohit Tiwari

“…The differentiated region is trained for its positive rate in identifying the region around the target. …”
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Real-world usage pattern, effectiveness and safety of oral tramadol/dexketoprofen trometamol fixed-dose combination in moderate-to-severe acute pain in Asia: a prospective, multice... by Ankur Gupta, Suwimon Tangwiwat, Cesar Dimayuga, Kok Yuen Ho, Bibek Gyanwali, Edgar Michael Eufemio, Edwin Bernardo, Gopinathan Raju, Keen Wai Chong, Kritsadakorn Waithayayothin, Leonardo Ona, Marc Anthony L Castro, Passakorn Sawaddiruk, Roehl C Salvador, Sharifah Ahmad Roohi, Vajara Wilairatana, Zhi Hao Oon, Dinesh Nagrale

“…There was a significant reduction in pain intensity throughout the study and 65% of patients achieved ≥30% pain reduction from baseline at 8 hours post the first dose of TRAM/DKP FDC on day 1. 95.69% of patients were satisfied with the treatment (rated good, very good and excellent on the PGE scale). …”
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The Current Status and Influencing Factors of Multiple Chronic Conditions among the Elderly Aged 60 and above in Gansu Province by ZHU Xianshang, ZENG Hongyu, LYU Fengli, WANG Jiancheng

“…In the end, 19 038 valid questionnaires were collected, and the effective questionnaire recovery rate was 95.19%. Results The prevalence rate of chronic diseases among the elderly in Gansu Province was 74.78% (14 236/19 038), and the incidence rate of multiple chronic conditions was 38.97% (7 419/19 038). …”
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Case Report: Anti-ADAM23 antibody: an overlooked autoantibody against VGKC-complex in autoimmune encephalitis by Pinfei Ni, Lin Bai, Nan Jiang, Siyuan Fan, Ming Yao, Haitao Ren, Hongzhi Guan

“…ObjectivesAntibodies against voltage-gated potassium channel (VGKC) complexes include anti-LGI1 and anti-CASPR2. …”
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Recognition of Acoustic Signals of Loaded Synchronous Motor Using FFT, MSAF-5 and LSVM by Adam GLOWACZ

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Unsupervised post-training learning in spiking neural networks by Reyhaneh Naderi, Arash Rezaei, Mahmood Amiri, Herbert Peremans

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Alternative Support Threshold Computation for Market Basket Analysis by Damiano Verda, Marco Muselli

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Impaired degree centrality and effective connectivity contributed to deficits in cognition and depression in patients with temporal lobe epilepsy by Bailing Qin, Shujun Su, Xuemei Chen, Yuting Sun, Qin Zhou, Huoyou Hu, Lu Qin, Jinou Zheng

“…The MVPA classifier yielded an area under the curve of 0.91, an accuracy classification rate of 82.47%, a sensitivity of 85.11%, and a specificity of 80.00% according to the granger causality analysis(GCA) maps and receiver operating characteristic curve analysis. …”
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Growth dynamics, reproductive biology, and nutritional profiling of the freshwater mussel Lamellidens marginalis (Lamarck, 1819): implications for wild stock conservation and susta... by Md. Mostafizur Rahman Mondol, Dil Afroz Nahar, Md. Ayenuddin Haque, Sumaya Akter Tisha, Md. Raihan Ali, Saleha Jasmine, Noorashikin Md Noor, Simon Kumar Das, Takaomi Arai, Bilal Ahamad Paray, Mohammad Belal Hossain, Mohammad Belal Hossain

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