A Comparative Study Evaluated the Performance of Two-class Classification Algorithms in Machine Learning by Shilan Abdullah Hassan, Maha Sabah Saeed

“…Among these algorithms, the Two-Class Boosted Decision Tree method demonstrated outstanding prediction ability, achieving a 100% accuracy rating. Its exceptional recall and precision rates highlight its effectiveness in handling challenging classifications. …”
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Navigating Pathways in Prostate Cancer Survivorship: A Comprehensive Review of Challenges, Interventions, and Long-Term Outcomes by Anthony Galvez, Dhruv Puri, Elizabeth Tran, Kassandra Zaila Ardines, Yahir Santiago-Lastra

“…Advances in screening, early detection, and therapeutic innovations have significantly improved survival rates, transforming prostate cancer into a chronic condition for many men. …”
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Analysis of Changes in Vegetation Cover Using Satellite Images of Sorok Island in Republic of Korea by Hyungjin Cho, Seungnam Jin, Jong-Seo Won, Youngjun Park

“…This study uses Sentinel-2 satellite images from 2016 and 2024 to calculate normalized difference vegetation index (NDVI) and analyze vegetation vitality and change rates. Results indicate that NDVI values in 2024 have generally increased compared to 2016, and vegetation vitality has also improved. …”
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Differential inhibitory effects of endocannabinoids on neuronal firing of mouse meningeal afferents by Georgii Krivoshein, Adriana Della Pietra, Juha Savinainen, Arn M. J. M. van den Maagdenberg, Rashid Giniatullin

“…Cluster analysis revealed that the transient activation by AEA involved fibers with small-amplitude spikes fired at rates of 1–2 Hz, whereas the persistently suppressed fibers consisted of high-amplitude spikes fired at rates exceeding 10 Hz. …”
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TRNSYS-Based Performance Study of Solar-Assisted Single-Effect Absorption Cooling in Peshawar, Pakistan by Abid Hussain, Asnaf Aziz, Afzal Khan, Nadeem Ur Rehman, Hamza Pervez, Altaf Husain

“…Under variable load conditions, the auxiliary heater responded through frequent pulsed flow patterns, achieving peak flow rates up to 49,000 kg/hr without compromising outlet temperature. …”
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High prevalence of penicillin-resistant group B Streptococcus among pregnant women in Northwest Ethiopia by Getaneh Alemayehu, Alene Geteneh, Mesfin Dessale, Efrem Ayalew, Geberselasie Demeke, Alemayehu Reta, Mulugeta Kiros

“…In Ethiopia, reported GBS colonization rates among pregnant women range from 7.2 to 25.5%. …”
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Male Date Palm Chlorotype Selection Based on Fertility, Metaxenia, and Transcription Aspects by Hammadi Hamza, Mohamed Ali Benabderrahim, Achwak Boualleg, Federico Sebastiani, Faouzi Haouala, Mokhtar Rejili

“…Pollen viability varied significantly among cultivars, with P8 and B25 exhibiting the highest germination rates and pollen tube elongation, while C22 showed the lowest. …”
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Malaria morbidity, mortality and associated costs in Indonesia: analysis of the National Health Insurance claim dataset by Angela Devine, Ric Price, Ery Setiawan, Kamala Thriemer, Helen Dewi Prameswary, J Kevin Baird

“…The aim of this study was to understand the current malaria service delivery in Indonesia, including referral rates to hospitals, mortality outcomes and malaria-related costs at hospitals, using data from National Health Insurance claims.Methods Data were gathered from the recent Indonesian National Health Insurance dataset for claims made between 2015 and 2020. …”
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A nationwide population-based cross-sectional time series study of hospitalized chronic liver disease burden in Thailand from 2017 to 2022 by Rungfah Saehan, Apichat Kaewdech, Pimsiri Sripongpun, Naichaya Chamroonkul, Teerha Piratvisuth, Suthat Liangpunsakul, Ponlagrit Kumwichar

“…Age- and sex-standardized incidence and mortality rates were assessed through descriptive and trend analyses, with LOESS smoothing applied to identify temporal patterns. …”
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Normotensive trauma patients with renal injuries: Hidden candidates for massive transfusion by Xin‐Hong Lin, Pi‐Chieh Lin, Ching‐Hua Tsai, Wei‐Ti Su, Shiun‐Yuan Hsu, Ching‐Hua Hsieh

“…Among MT patients, those with initial SBP ≥ 90 mmHg (n = 170) showed significantly higher rates of renal injuries (8.8% vs. 1.4%, p = 0.035) compared to those with SBP < 90 mmHg (n = 71). …”
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Emerging Threat of Multidrug-resistant Bacteria – An Experience from a Neonatal Intensive Care Unit of a Tertiary Care Hospital by Mohammad Sayim Wani, Sehar Tariq, Gulnaz Bashir, Munaza Aman, Anjum Ara Mir, Irfan Nisar Ahangar

“…Multidrug-resistant (MDR) microorganisms that cause septicemia are responsible for high morbidity and mortality rates among patients in extreme age groups and pose serious treatment challenges despite multipronged measures. …”
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Burden and inequalities of chronic kidney disease attributable to diet globally, regionally and temporally, 1990–2021 by Nana Wei, Miao Yang, Pingping Zheng, Jian Xu

“…However, significant regional variations were observed in these rates, with Central Sub-Saharan Africa experiencing the highest and Eastern Europe the lowest. …”
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The administration sequences of immune checkpoint inhibitors and chemotherapy cause discrete efficacy when treating non-small cell lung cancer: a retrospective study by Bicheng Zhang, Yuxiao Song, Qian Min, Weiting Cheng, Jun Wang, Yang Fu, Jiaxin Yin

“…Additionally, the objective response rates (ORRs) for the three groups were 55.82% (72/129), 58.21% (39/67), and 68.92% (51/74), respectively. …”
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Еpidemiological aspects of ixodid tick-borne borrelioses in Kemerovo region by О. M. Drozdova, A. R. Efimova, Т. Е. Bondarenko, М. A. Shmakova

“…To study the epidemiological patterns of Lyme disease in the Kemerovo Region. Materials and Methods. …”
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Dataset for Traffic Accident Analysis in Poland: Integrating Weather Data and Sociodemographic Factors by Łukasz Faruga, Adam Filapek, Marta Kraszewska, Jerzy Baranowski

“…Road traffic accidents remain a critical public health concern worldwide, with Poland consistently experiencing high fatality rates—52 deaths per million inhabitants in 2023, compared to the EU average of 46. …”
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Media exposure to maternal health trauma: A qualitative study on its effects on Black women's mental health by Diane B. Francis, Nadia Kyeremeh, Nia F. Mason, Soroya Julian McFarlane, Kallia O. Wright

“…Black women experience disproportionately higher rates of death, illness, and mental health issues during and after pregnancy. …”
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Buddhist Principles in Urban Livability Assessment: A Thematic Analysis of Integration Approaches in Contemporary Research (2015-2024) by Kiatanantha Lounkaew

“…The research identifies implementation challenges and opportunities across regions, with traditionally Buddhist areas showing higher adoption rates, though principles remain universally applicable. …”
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Deep Learning Multi-Modal Melanoma Detection: Algorithm Development and Validation by Nithika Vivek, Karthik Ramesh

“…Model reliability was assessed by visualizing the output activation map of each model and comparing the diagnosis patterns to that of dermatologists. The addition of metadata to the image dataset was key to reducing the false-negative and false-positive rates simultaneously, thereby producing better metrics and improving overall model accuracy. …”
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Mechatronic Test Bench Used to Simulate Wind Power Conversion to Thermal Power by Means of a Hydraulic Transmission by Victor Constantin, Ionela Popescu, Mihai Avram

“…The initial work allowed us to obtain different temperatures of the hydraulic oil, up to 60 °C, over a period of 30 min, for various pressures and flow rates, thus confirming that the system is functional overall. …”
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TECTONOPHYSICAL RESEARCH AT INSTITUTE OF THE EARTH’S CRUST SB RAS: MAJOR ACHIEVEMENTS AND ACTUAL PROBLEMS by Semen I. Sherman, Konstantin Zh. Seminsky

“…Internal structures of faults are studied; stages in faulting are generally defined in terms of time; regularities of patterns of joints inside faults are described; and original methods of mapping such joints are proposed to reveal tectonic conditions of faulting.Based on seismic monitoring, new methods of quantitative assessment of relative activity rates of faults in real time are developed. …”
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