Scientific Reports

Hybrid Aquila optimizer–Harris Hawks optimization for CNN hyperparameter tuning in brain tumor classification

Manoj Kumar, Noor Mohd, G. Shivam et al. Mar 09, 2026 10.1038/s41598-026-43329-7

Abstract Magnetic resonance imaging (MRI) is hard to categorize properly in terms of interclass similarity, there is data imbalance, and sensitive clinical decision-making: but the p...

Dynamic velocity scaling for industrial collaborative robots: a gaze-driven approach

Matteo Manzardo, Federico Fraboni, Sofia Morandini et al. Mar 09, 2026 10.1038/s41598-025-34142-9

Predictive value of the Naples Prognostic Score for rapid kidney function decline in stage 3–4 CKD: a multicenter study

Ayşe Karaduru Avcı, Esra Rızaoğulları Güzel, Fatih Sargın et al. Mar 09, 2026 10.1038/s41598-026-43811-2

Retraction Note: Methylation-induced suppression of BEX1 activates AKT/ERK/STAT3 signaling pathways regulating cell cycle and apoptosis in glioma

Li-Zhi Xiao, Shi Feng, Zhen He et al. Mar 09, 2026 10.1038/s41598-026-43193-5

Innovative solutions for lossy nonlinear transmission lines model using a modified extended mapping approach with fractional effects

Hisham H. Hussein, Wassim Alexan, Shaimaa A. Kandil Mar 09, 2026 10.1038/s41598-026-35652-w

Abstract This study investigates soliton solutions of the lossy nonlinear electrical transmission line (Loss-NLETL) model using the Modified Extended Mapping (Mo...

Physics-guided estimation of freight vehicle loading status using digital tachograph data

Jihoon Tak, Jungyeol Hong, Dongjoo Park Mar 09, 2026 10.1038/s41598-026-42232-5

Experimental and mechanistic analysis of deformation modulus enhancement in soilbag

Jie Liao, Yingjun Song, Yuze Tao et al. Mar 09, 2026 10.1038/s41598-026-43444-5

Factors influencing women’s literacy status in rural Ethiopia using 2019 mini EDHS data

Halefom Shwaye Hantal, Gebrie Melese Abite, Behailu Dessalegn et al. Mar 09, 2026 10.1038/s41598-026-41342-4

Interpretable machine learning based decision tree model for predicting obstructive airway disease in a large non-smoking health screening population

Chih-Yueh Chang, Hsiang-Shi Shen, Yen-Liang Kuo et al. Mar 09, 2026 10.1038/s41598-026-43633-2

Land-use types shape soil bacterial communities, co-occurrence networks, and predicted functions in karst ecosystems

Danliang Fang, Dan Chen, Jianbing Zhang et al. Mar 09, 2026 10.1038/s41598-026-43695-2

Retraction Note: BMP2 expression in oral squamous cell carcinoma and its effects on SCC9 cell biological behavior

Fuao Xing, Yimin Liu, Faming Tian et al. Mar 09, 2026 10.1038/s41598-026-42309-1

Evaluation of static oxidation characteristics and analysis of displacement efficiency during air injection in light oil reservoirs

Zhezhi Liu, Bowen Yang, Suhan Zhang et al. Mar 09, 2026 10.1038/s41598-026-40187-1

Spared cognitive and social function following perinatal ablation of ATRX despite transient microglia dysregulation

Kasha Y. Mansour, Miguel A. Pena-Ortiz, Jasper Wu et al. Mar 09, 2026 10.1038/s41598-026-41476-5

Multiscale neural features of tonal bilingualism: linking regional differences in brain network degree centrality to neurotransmitter-gene signatures in Bai-Mandarin bilinguals

Lu Zhang, Haoyu Xu, Yang Yang et al. Mar 09, 2026 10.1038/s41598-026-38523-6

Research on key technologies for privacy-preserving, regulatorily compliant, and cross-chain interoperability in heterogeneous blockchain systems

Zepeng Chen, Hui Liu, Lin Zhang et al. Mar 09, 2026 10.1038/s41598-026-42543-7

Scenario-based prediction and optimization of greenspace ecological network under land-use dynamics: a case study of Nanjing metropolitan area, China

Wei Liu, Yijia Zhao, Xuefeng Bai et al. Mar 09, 2026 10.1038/s41598-026-40732-y

Correction: Graphene aerogels as efficient adsorbers of water pollutants and their effect of drying methods

George Gorgolis, Natalia Pastra, Maria Kotsidi et al. Mar 09, 2026 10.1038/s41598-026-41551-x

Nationwide assessment of labor induction at full-term for low-risk pregnancy in the United States from 2018 to 2022

Carolyn N. Rocha, Ariane C. Youssefzadeh, Sawa Keymeulen et al. Mar 09, 2026 10.1038/s41598-026-42904-2

Sequential biosorptive-degradative remediation of methylene blue from polluted soil and wastewater by a newly isolated Bacillus safensis SMAH biomass: optimization, kinetics, isotherms and thermodynamics assessments

Mohamed E. Mahmoud, Abeer A. Moneer, Samia S. Abouelkheir et al. Mar 09, 2026 10.1038/s41598-026-39057-7

Abstract The rising necessity for available environmentally sustainable and low-cost effective soil remediation technology has driven our efforts to conduct this...

Identifying key gait features in stroke patients using wearable inertial sensors and supervised and unsupervised machine learning

Paolo Brasiliano, Amaranta Soledad Orejel-Bustos, Valeria Belluscio et al. Mar 09, 2026 10.1038/s41598-026-43666-7

Anomaly-based intrusion detection on benchmark datasets for network security: a comprehensive evaluation

L. K. Suresh Kumar, Srihith Reddy Nethi, Ravi Uyyala et al. Mar 09, 2026 10.1038/s41598-026-38317-w

Abstract This study discusses two widely-recognized deep learning approaches for network intrusion detection: a Deep Neural Network (DNN) and a Recurrent Neural Network (RNN). Both m...

Different strategies of bipeds and quadrupeds to maintain postural stability- a comparison of healthy humans and dogs via static posturography

Masoud Aghapour, Nadja Affenzeller, Christiane Lutonsky et al. Mar 09, 2026 10.1038/s41598-026-42726-2

Abstract Postural stability (PS) is the ability to maintain balance through the integration of sensory inputs from the proprioceptive, visual, and vestibular systems. This study comp...

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