Menstrual Health Education Using a Specialized Large Language Model in India: Development and Evaluation Study of MenstLLaMA by Prottay Kumar Adhikary, Isha Motiyani, Gayatri Oke, Maithili Joshi, Kanupriya Pathak, Salam Michael Singh, Tanmoy Chakraborty

“…MenstLLaMA was developed by fine-tuning Meta-LLaMA-3-8B-Instruct, using parameter-efficient fine-tuning with low-rank adaptation to achieve domain alignment while minimizing computational overhead. We benchmarked MenstLLaMA against 9 state-of-the-art general-purpose LLMs, including GPT-4o, Claude-3, Gemini 1.5 Pro, and Mistral. …”
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DETERMINATION OF DEPENDENCE OF CHEWELESS EFFECTS FROM TEMPERAMENT by K.D. Toncheva, D.M. Korol, I.V. Zaporozhchenko, D.V. Kalashnikov, D.D. Kindii

“…In the sanguine group, there is less total number of fragments and a larger average area compared to choleric, which indicates a lower chewing efficiency and, correspondingly, worse processing of food. Hypothesis (M0) on the absence of a statistical relationship between the parameters of the chewing test and a certain type of human temperament was developed. …”
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Comparative Analysis of Vision Transformers and CNN Models for Driver Fatigue Classification by Fadhlan Hafizhelmi Kamaru Zaman, Kok Mun Ng, Syahrul Afzal Che Abdullah

“…Performance metrics such as accuracy, F1-score, training time, inference time, and frames per second (fps) were assessed across different hardware platforms, including a high-performance workstation, Raspberry Pi 5, and a desktop with a Graphic Processing Unit (GPU). Results demonstrate that CNN models, particularly VGG16, achieve the best balance between accuracy and efficiency, with an F1-score of 0.97 and 77.00 fps on a desktop. …”
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Prenatal particulate matter exposure and risk of bronchopulmonary dysplasia in very preterm infants: a retrospective cohort study by Lin Yuan, Lan Zhang, Qing Wang, Renjie Chen, Jianguo Zhou, Yun Cao, Libo Wang, Wen He, Xiaobo Zhang, Yingwen Wang, Jiayu Wang, Baihe Feng, Qinglin He, Yuanyuan Qi, Jiayu Guo

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Shifting dynamics of self-immolation in the capital of Iran? The rising trend among young, unmarried, less-educated men by MohammadAli Shokri, SaeedehSadat Khalili, Abdol-Hossein Vahabie, Atefeh Ghanbari Jolfaei, Amir-Abbas Keshavarz-Akhlaghi, Mostafa Dehmardei, Fatemeh Sadat Mirfazeli

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Motivation and resistance as predictors of sports practice expectations: a case study of the Physical and Sports Activity students of the Central University of Ecuador (Motivacion... by Jenny Esmeralda Martínez Benítez, LLuisa Aitana Sauleda Martínez

“…The data collection technique is an interview that allows you to understand the problem from the perspective of its protagonists. In the data processing, the Aquad 6 computer program is used, which allows the analysis of the narratives through categories and codes. …”
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Examine frameworks policies and strategies for effective information governance in healthcare organizations. by Richard Okyere Boadu, Victor Wireko Adu, Kwame Adu Okyere Boadu, Baishatu Ibrahim, Prince Akey, Amponsah Amishadas Mensah, Godwin Adzakpah, Nathan Kumasenu Mensah

“…Efforts were also identified in ensuring privacy and confidentiality during the storage, processing and transmission of patient data mostly by deploying methods such as authentication (58.9%), use of secured computers and software (71.2%) and using secure electronic platforms (66.0%) respectively indicating a keen attention for data stewardship and governance. …”
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Features of liver damage in patients with coronavirus disease (COVID-19) with pneumonia in relation to indicators of inflammation taking into account oxygen dependence by O. V. Riabokon, I. O. Kuliesh

“…Exclusion criteria from the research were: the presence of infection with hepatotropic viruses and the presence of previously diagnosed other chronic liver diseases. Statistical data processing was carried out in the program Statistica for Windows 13 (StatSoft Inc., No. …”
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THE INFLUENCE OF ANTENATAL RISK FACTORS OF CARIES OF TEMPORARY TEETH IN CHILDREN WITH PATHOLOGY OF THE MUSCULOSKELETAL SYSTEM by E. V. Bezvushko, N. I. Bodnaruk

“…The obtained results were estimated by calculating of averages and by percent correlation of answers for the asked questions. The statistical processing of materials was conducted using the computer program Statistica 8.0. …”
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Synthesis and properties of bis((4-R-5-(thiophen-2-ylmethyl)-4H-1,2,4-triazol-3-yl)thio)alkanes by O. A. Suhak, O. I. Panasenko, Ye. H. Knysh

“…Nine compounds were obtained; their structures were confirmed.The characteristics of the synthesized compounds were assessed with computer processing using PASS online tool. The most promising compounds were selected for in vitro research. …”
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Application of motion capture technology for sport performance analysis (El uso de la tecnología de captura de movimiento para el análisis del rendimiento deportivo) by Basilio Pueo, Jose Manuel Jimenez-Olmedo

“…However, more sensors and sophisticated signal processing must be used to increase the expected level of accuracy. …”
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Real time counting method for coal mine drill pipes based on deep learning by Fukai ZHANG, Yiran SUN, Xufeng WU, Aijun LI, Peiyang LI, Dengke WANG, Guan YUAN, Shan ZHAO, Haiyan ZHANG

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Functional Verification of Extended Kalman Filter on FPGA for Railway Wheelset Parameters Estimation by Khakoo Mal, Tayab Din Memon, Imtiaz Hussain Kalwar, Allah Rakhio Junejo, Majid Hussain Memon, Tarique Rafique Memon, Sufyan Ali Memon, Bhawani Shankar Chowdhry

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Comparative genomics and synteny analysis of PP2C phosphatases in modern and wild sugarcane cultivars for insights into abiotic stress response by Shweta Kumari, R. K. Harshavardhini, Nandhini Murugan, S. Keerthana, Aispriya, Vinayaka, Anitha Ramaswamy, Jeyakumar Prabhakaran, Manimekalai Ramaswamy

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Pattern of changes in morpho-densitometric parameters of magnocellular neurons of the hypothalamic paraventricular nucleus under restraint stress of different duration by K. B. Romanova, O. V. Hancheva, Yu. M. Kolesnyk

“…Morpho-densitometric analysis of 5-μm-thick rat brain sections was performed after preliminary standard histological processing and 48 hours of halocyanine-chrome staining by Einarson using an AxioImager-M2 microscope (Carl Zeiss, Germany). …”
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Evaluation of Performance Metrics Required in Proper Selection of SDN Controller for Integrated Satellite-Terrestrial Networks by Oluwatobi A. Ayofe, Mu'azu J. Musa, Zanna M. Abdullahir, Abdoulie M.S. Tekanyi, Aliyu D. Usman, Ezekiel E. Agbon, Emmanuel A. Otsapa, Agburu O. Adikpe, Matthew Iyobhebhe, Paul Thomas Muge

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Rancang Bangun ECG Simulator Menggunakan Digital to Analog Converter R-2R by Mulyatno Saimi

“…The test results using simulation software on a computer screen show that the conversion gradient is not yet perfect, but the print on the ECG tool is not visible. …”
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Compatibility Between OLCI Marine Remote-Sensing Reflectance from Sentinel-3A and -3B in European Waters by Frédéric Mélin, Ilaria Cazzaniga, Pietro Sciuto

“…For the atmospheric correction <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>l</mi><mn>2</mn><mi>g</mi><mi>e</mi><mi>n</mi></mrow></semantics></math></inline-formula>, validation results obtained with field data from the ocean-color component of the Aerosol Robotic Network (AERONET-OC) and uncertainty estimates appear consistent between S-3A and S-3B as well as with other missions processed with the same algorithm. Estimates of the error correlation between S-3A and S-3B <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mi>R</mi><mrow><mi>R</mi><mi>S</mi></mrow></msub></semantics></math></inline-formula>, required to evaluate their compatibility, are computed based on common matchups and indicate varying levels of correlation for the various bands and sites in the interval 0.33–0.60 between 412 and 665 nm considering matchups of all sites put together. …”
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Aberration correction in long GRIN lens-based microendoscopes for extended field-of-view two-photon imaging in deep brain regions by Andrea Sattin, Chiara Nardin, Simon Daste, Monica Moroni, Innem Reddy, Carlo Liberale, Stefano Panzeri, Alexander Fleischmann, Tommaso Fellin

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Multi-cohort study in gastric cancer to develop CT-based radiomic models to predict pathological response to neoadjuvant immunotherapy by Ze-Ning Huang, Hao-Xiang Zhang, Yu-Qin Sun, Xing-Qi Zhang, Yi-Fen Lin, Cai-Ming Weng, Chao-Hui Zheng, Ping-Li, Jia-Bin Wang, Qi-Yue Chen, Long-Long Cao, Mi Lin, Ru-Hong Tu, Chang-Ming Huang, Jian-Xian Lin, Jian-Wei Xie

“…With its predictive capabilities, this tool shows promise for enhancing clinical decision-making processes in the future. Methods This study utilized a multicenter cohort design, retrospectively gathering clinical data and computed tomography (CT) images from 268 patients diagnosed with advanced gastric cancer who underwent neoadjuvant immunotherapy between January 2019 and December 2023 from two medical centers. …”
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