Innovative deep learning classifiers for breast cancer detection through hybrid feature extraction techniques by S. Vijayalakshmi, Binay Kumar Pandey, Digvijay Pandey, Mesfin Esayas Lelisho

“…Abstract Breast cancer remains a major cause of mortality among women, where early and accurate detection is critical to improving survival rates. This study presents a hybrid classification approach for mammogram analysis by combining handcrafted statistical features and deep learning techniques. …”
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Detection of CTX-M-type ESBLs from Escherichia coli Clinical Isolates from a Tertiary Hospital, Malaysia by MKK et al.

“…The present study aims to detect CTX-M-type ESBL from Escherichia coli clinical isolates and to analyze their antibotic susceptibility patterns. One hundred of E. coli isolates were collected from different clinical samples from a tertiary hospital. …”
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Multiorgan tuberculosis by Đokić Milomir, Bojić Ivanko, Mikić Dragan, Mladenović Ljubiša, Begović Vesna, Kuprešanin Srđan, Mirović Veljko, Dimitrijević Jovan

“…Multiple extrapulmonary sites were reported rarely except for one anatomical site, which was reported frequently. Extrapulmonary rates increase with age, so there are marked differences in age in specific rate patterns among the sites. …”
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A multi-source melt pool compilation for vision-based analytics applications in additive manufacturing by William Jabbour, Mutahar Safdar, Jiarui Xie, Yaoyao Fiona Zhao

“…., temperatures, gradients, rates), capture essential process patterns. However, the diversity of materials, process parameters, and sensing configurations across AM systems has limited standardization. …”
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Uniform temperature distribution in microwave heating achieved via rotating electric field by Jongseon Seo, Geonhui Han, Hyunsang Hwang

“…Abstract Microwave heating (MWH) is widely used in various industrial and research applications due to its advantages such as rapid heating rates, energy efficiency, and low overall processing temperatures. …”
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Design Of Waste Management Model With Grounded Theory(Case Study: Isfahan) by farshid aslani

“…Population growth, changing consumption patterns and lifestyles have increased waste production, types and variety of waste characteristics. …”
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Recent advances in tumor targeted polymeric nanoparticles for HNC treatment: Enhancing therapeutic efficacy via engineered and biocompatible drug delivery systems by Manoj Kumar Srinivasan, Monisha Prasad

“…Head and neck cancer (HNC) represents a heterogeneous group of malignancies with high global incidence and mortality rates. Traditional treatments for advanced HNC, such as combined radiotherapy and chemotherapy, often lead to debilitating long-term side effects that significantly affect patients quality of life. …”
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Vibration in a Multistage Centrifugal Pump under Varied Conditions by Ling Bai, Ling Zhou, Xiaoping Jiang, Qinglong Pang, Daoxing Ye

“…In this frame, it becomes really important to fully understand the vibration patterns of these kinds of complex machines. In this study, a vibration test bench was established to examine the vibration and stability of a cantilever multistage centrifugal pump under different flow rates. …”
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Latent Profiles of Deceased Organ Donation Registrants and Nonregistrants in the United States by Ari P. Kirshenbaum, Brendan Parent, Landry Goodgame Huffman, Virginia Kelsey, Michael J. Sofis

“…Deceased organ donation is the greatest source of transplantable whole organs, but registration rates are a limiting factor because they remain low among certain populations. …”
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A Study on Triaxial Unloading Test of Columnar-Jointed-Rock-Mass-Like Material with AW Velocity Analysis by Jianrong Xu, Hao Li, Qingxiang Meng, Weiya Xu, Mingjie He, Jiahui Yang

“…With the increase of the unloading and its rate, the volume expansion becomes more serious and the failure mode becomes more complicated. …”
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Effective defense against physically embedded backdoor attacks via clustering-based filtering by Mohammed Kutbi

“…In such attacks, adversaries embed malicious behaviors triggered by specific patterns in the training data, causing models to misclassify whenever the trigger is present. …”
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A novel design for continuous measurement of CO2 from deep remineralization of petrogenic organic carbon by Wan‐Yin Lien, Rick Chen, Jui‐Fen Tsai, Jhen‐Nien Chen, Li‐Hung Lin, Pei‐Ling Wang

“…The high flux combined with variation patterns highlights heterogeneous metamorphic terranes as an important CO2 source and the necessities of extended monitoring using the passive mode.…”
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Formation of microfluidic droplets and jets in a solvent-rich oil phase by Victoria Joseph, Thomas Cubaud

“…Typical flow patterns include dripping and jetting droplets, phase inversion and dynamic wetting and conjugate jets. …”
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Efficiency of pantraps for monitoring bees diversity in Brazilian acerola orchards: the role of color diversity by MÁRCIA S. COELHO, LÚCIA HELENA P. KIILL, CELSO F. MARTINS

“…The study evaluated the influence of pantrap color on bee attraction and the difference in seasonal patterns of these insects. Collections were carried out in commercial plantations of Malpighia emarginata in the Northeast region of Brazil, using yellow, blue and white pantraps. …”
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Data Analysis using Business Intelligence and Tableau for Visualizing Indonesia's Poverty Line by Fabianus Kevin Senduk, Retno Waluyo, Khairunnisak Nur Isnaini

“…The output of this study is an interactive visualization dashboard that illustrates the distribution patterns and trends of the poverty line in Indonesia over the period 2022–2024. …”
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Evolving Frameworks for the Foundation and Practice of Electronic Fetal Monitoring by Mark I. Evans, David W. Britt, Shara M. Evans, Lawrence D. Devoe, Yang Pan

“…Part of EFM's poor performance with respect to these outcomes arises from a fundamental misunderstanding of the differences between screening and diagnostic tests, subjective classifications of fetal heart rate (FHR) patterns that lead to large inter-observer variability in its interpretation, failure to appreciate early stages of fetal compromise, and poor statistical modeling for its use as a screening test. …”
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Prexion: Probabilistic Matching-Based Compression to Mitigate Compression Side Channel Attacks Against HTTPS by Hyoungshick Kim, Sangwon Hyun

“…Furthermore, Prexion ensures robust security, with attack success rates consistently below 5% under recommended configurations.…”
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Employing Data Mining Techniques and Machine Learning Models in Classification of Students’ Academic Performance. by Hussein, Alkattan, Alhumaima, Ali Subhi, Oluwaseun, Adelaja A., Abotaleb, Mostafa, Mijwil, Maad M., Pradeep, Mishra, Sekiwu, Denis, Bamwerinde, Wilson, Turyasingura, Benson

“…The research indicates that the use of machine learning models and data mining methods can reveal hidden patterns and relationships in big data, making them indispensable tools in the field of education analysis. …”
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Dietary intake and knowledge of fermented food products among university students by Sharareh Hekmat, Latifeh Ahmadi

“…Aim: This study examined the knowledge and consumption patterns of fermented foods among undergraduate students, comparing those enrolled in Food and Nutrition programs with students from other academic disciplines. …”
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Phytochemical evaluation of selected Phalaenopsis cultivars by Dilki Thathsarani, Thilakshi Tikirikumari, Asha Ishani Sri Priyadarshan, Harshini Herath, Priyanganie Senanayake

“…Hybridization plays a pivotal role in breeding Phalaenopsis, enabling the development of novel cultivars with desirable traits such as diverse floral pigmentation patterns, enhanced longevity and improved growth rate. …”
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