Scientific Reports

Deep learning and whole-brain networks for biomarker discovery: modeling the dynamics of brain fluctuations in resting-state and cognitive tasks

Facundo Roffet, Gustavo Deco, Claudio Delrieux et al. Nov 20, 2025 10.1038/s41598-025-24702-4

Abstract Brain network models offer insights into brain dynamics, but the utility of model-derived bifurcation parameters as biomarkers remains underexplored. Th...

Optimized CNN-BiLSTM framework for reactive power management and voltage profile improvement in renewable energy based power grids

Lijo Jacob Varghese, Suma Sira Jacob, Jaisiva Selvaraj et al. Nov 20, 2025 10.1038/s41598-025-24751-9

Machine learning models with SHAP for performance prediction of eco-friendly fiber reinforced mortars with glass waste

Samra Rahmani, Ahmed Abderraouf Belkadi, Yacine Achour et al. Nov 20, 2025 10.1038/s41598-025-24781-3

Unveiling the therapeutic potential of silibinin in head and neck squamous cell carcinoma via network pharmacology

Yu Zheng, You Xia, Junjun Ling et al. Nov 20, 2025 10.1038/s41598-025-22440-1

The effect of supplier digitalization on customer firm emissions

Jie Li, Hu Chen, Simeng Song et al. Nov 20, 2025 10.1038/s41598-025-24812-z

Light-induced current in Cooper pair insulators in NbTiN films

Alexey Mironov, Valerii Vinokur Nov 20, 2025 10.1038/s41598-025-24907-7

Attenuated cognitive control network connectivity as a mechanism in mother–daughter intergenerational transmission of depression: a preliminary study

Katie L. Burkhouse, Matthew B. Thompson, Eda Naz Dinc et al. Nov 20, 2025 10.1038/s41598-025-24944-2

RETRACTED ARTICLE: Elevated FDP levels independently predict poor outcomes in HBV-ACLF patients treated with artificial liver support system therapy

Xu Yang, Xiaoqi Zhou, Dachuan Cai et al. Nov 20, 2025 10.1038/s41598-025-24753-7

Effects of climate change on the habitat suitability of the endangered Hainan gymnure (Neohylomys hainanensis) on Hainan Island

Yaqin Qiao, Chaosheng Mu, Yang Yang et al. Nov 20, 2025 10.1038/s41598-025-24884-x

Effectiveness of the 13-valent pneumococcal conjugate vaccine against medically attended pneumococcal lower respiratory tract infection among older adults: a case–control study

Thundon Ngamprasertchai, Phatharajit Phatharodom, Kaewta Intalapaporn et al. Nov 20, 2025 10.1038/s41598-025-24784-0

The toxicological impact of PET-MPs exposure on atherosclerosis: insights from network toxicology, molecular docking, and machine learning

Qiang Wang, Hu Liang, Lang Li Nov 20, 2025 10.1038/s41598-025-28489-2

Lightweight signcryption scheme for Securing wearable sensor observed health data sharing in internet of medical things paradigm

Taher M. Ghazal, Mohammad Kamrul Hasan, Sallam O. F. Khairy et al. Nov 20, 2025 10.1038/s41598-025-24687-0

A PCA-based standardized spectral index from Sentinel-2 for modeling soil macronutrients in the Miandoab region, Iran

Ali Dianati, Mir Hassan Rasouli-Sadaghiani, Farrokh Asadzadeh et al. Nov 20, 2025 10.1038/s41598-025-25034-z

A lightweight improved YOLOv8 method for intelligent detection of pine wilt disease

Gang Chen, Mengquan Wu, Longxing Liu et al. Nov 20, 2025 10.1038/s41598-025-24854-3

Machine learning-guided discovery of thermophilic carbonic anhydrases from environmental metagenomes

Sornpornpun Pairoh, Wuttichai Mhuantong, Katewadee Boonyapakron et al. Nov 20, 2025 10.1038/s41598-025-24713-1

Earlier prediction of Parkinson’s disease using cross non-decimated wavelet transform and machine learning algorithm

B. Veena, M. S. P. Subathra, S. Thomas George et al. Nov 20, 2025 10.1038/s41598-025-24996-4

A comparative study of small and large balloon dilation for the treatment of benign colorectal anastomotic stricture after colectomy for colorectal cancer in adults

Ping Liu, Changqing Guo, Xinwei Han et al. Nov 20, 2025 10.1038/s41598-025-24768-0

Fetal malformations in women with pregestational diabetes mellitus based on pre-pregnancy fasting plasma glucose levels

Subeen Hong, Kyung A. Lee, Young Mi Jung et al. Nov 20, 2025 10.1038/s41598-025-24954-0

High-accuracy iterative localization algorithm for underground mine WSNs with dynamic path loss optimization and RSSI clustering

Bin Wu Nov 20, 2025 10.1038/s41598-025-24997-3

Control mechanism of the surrounding rock structure of multisection stopes in steeply dipping coal seams under overburden transient changes excitation

Yongping Wu, Jingyu Huangfu, Shenghu Luo et al. Nov 20, 2025 10.1038/s41598-025-24723-z

A Hybrid Approach to Attention Deficit Hyperactivity Disorder Detection Leveraging Transformer and XGBoost Models Using XSparseFormerNet

Sharon Rose Sarker, Saowmi Mehjabin, Meherin Majid Piper et al. Nov 20, 2025 10.1038/s41598-025-24919-3

Articles in this Issue