Mini Review
Published
Differentially private federated learning for image analysis in smart-city surveillance
Namrata Pandya · Dhrupa Mistry
Frontiers in Imaging
doi 10.3389/fimag.2026.1966936
Library
Articles
Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 162 articles
Correction
Published
Correction: Capacity-building for a pan-European training partnership for safe and sustainable-by-design nano- and advanced materials: stakeholder-informed perspectives and future directions
Luis Mauricio Ortiz-Galvez · Ineke Malsch · Susanne Resch · Andreas Falk · Sophie M. Briffa · Ciro Salcines · Thomas Exner · Sean Kelly · Effie Marcoulaki · Lya G. Soeteman-Hernandez · Martin Himly
Frontiers in Nanotechnology
doi 10.3389/fnano.2026.1985099
Methods
Published
Age-related changes in movement control in virtual reality: a Fitts’ task protocol
Sophia E. Hanke · Nicolas Ungureanu · Rita Sleimen-Malkoun · Jean-Jacques Temprado
Frontiers in Virtual Reality
doi 10.3389/frvir.2026.1894971
Original Research
Published
Identifying mounting behaviour in boars using deep learning-based instance segmentation and binary classification - a pilot study
Harry Aricibasi · Jessica Bode · Renée Bergeron · Dan Tulpan
Frontiers in Bioinformatics
doi 10.3389/fbinf.2026.1869902
Original Research
Published
TOAD-ML: a trust-aware framework for validating oracle price feeds and detecting manipulation in decentralized finance
Dhivyalakshmi Venkatraman · Manikandan Kuppusamy
Frontiers in Blockchain
doi 10.3389/fbloc.2026.1903202
Original Research
Published
Design of a vehicle navigation system integrating CART decision tree and DBSCAN algorithm
Yueying Wang
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1894219
Policy Brief
Published
Towards test guidelines and standards for advanced materials: scientific insights and recommendations from the MACRAMÉ project
Anna Pohl · Daniel Haase · Eric A. J. Bleeker · Samia Ouhajji · Klaus-Michael Weltring · Martin Wiemann · Alberto Katsumiti · Christian Seitz · Govind Gupta · Luis Mauricio Ortiz-Galvez · Tina Buerki-Thurnherr · Peter Wick · Thomas Eckart Exner · Blanca Suarez-Merino · Rayén Mentler · Tommaso Serchi · Katie Reilly · Iseult Lynch · Steffi Friedrichs · Elisabeth Heunisch
Frontiers in Toxicology
doi 10.3389/ftox.2026.1895021
Original Research
Published
Multi-temporal land use/land cover dynamics (2005–2025) and machine learning algorithm comparison in and around kruger national park
Oscar Z. Gwala · Mohammed B. Altoom · Abel Rameolo · Michael Gebreslasie
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1915380
Systematic Review
Published
Systematic review of PET imaging features and clinical applications in pulmonary NUT carcinoma
Xue Liu · Li Bin · Yu Zhang · Huiting Liu · Cailiang Gao
Frontiers in Radiology
doi 10.3389/fradi.2026.1933175
Perspective
Published
Capacity-building for a Pan-European training partnership for safe and sustainable-by-design nano- and advanced materials: stakeholder-informed perspectives and future directions
Luis Mauricio Ortiz-Galvez · Ineke Malsch · Susanne Resch · Andreas Falk · Sophie M. Briffa · Ciro Salcines · Thomas Exner · Sean Kelly · Effie Marcoulaki · Lya G. Soeteman-Hernandez · Martin Himly
Frontiers in Nanotechnology
doi 10.3389/fnano.2026.1913843
Original Research
Published
UAV multisensor data and GAMLSS improve forage biomass estimation in Cerrado integrated crop–livestock pastures
Gabriella Santos Arruda de Lima · Manuel Eduardo Ferreira · Luis Rodrigo Fernandes Baumann · Fernanda Mara Cunha Freitas · Pedro Luiz Oliveira Almeida Machado · Antônio Vitor Resende Silva · Selma Nakamoto Koakuzu · Mellissa Ananias Soler da Silva · Márcia Thaís Melo Carvalho · Micael Moreira Santos · Beata Emoke Madari
Frontiers in Agronomy
doi 10.3389/fagro.2026.1923984
Original Research
Published
Integrative transcriptomic- neuroimaging analysis reveals polygenic correlates of interhemispheric functional decoupling in ischemic stroke
Ri-Bo Chen · Yu-Xuan He · Xin Huang · Chang Wang
Frontiers in Cellular Neuroscience
doi 10.3389/fncel.2026.1908231
Systematic Review
Published
Brucea javanica oil emulsion as an adjunct to chemoradiotherapy in cervical cancer: a systematic review and meta-analysis of adverse effects reduction and immune enhancement
Buwei Han · Mingge Liang · Ding Qi · Yangfan Qu · Jinzhe Liu · Wenxia Ai · Yue Yang · Wenlan Li
Oncology Reviews
doi 10.3389/or.2026.1880668
Original Research
Published
Refining methodological approaches for analysing higher-throughput locomotor behaviour, using generalized additive mixed models
Gabrielle Wasser-Bennett · Sylvia Dimitriadou · Matthew J. Winter · A. Ross Brown · Courtney Hillman · Mhairi Miller · Charles R. Tyler
Frontiers in Toxicology
doi 10.3389/ftox.2026.1891859
Original Research
Published
A new high-accuracy QSAR model based on ultra-curated data for predicting thyroid receptor-related endocrine activity
Emel Ay-Albrecht · Zlatomir Todorov · Franklin J. Bauer · Marie Darracq-Ghitalla-Ciock · Carole Charmeau-Genevois · Satinder S. Sarang · Paul C. Thomas
Frontiers in Toxicology
doi 10.3389/ftox.2026.1852502
Original Research
Published
Predictive value of an AI model integrating MRI radiomics and clinical features for early recurrence of hepatocellular carcinoma prior to radiofrequency ablation
Beibei Zhang · Wenhua Li · Jing Tang · Ruixin Li · Xiao Wang · Xiaoming Liu · Tianran Li
Frontiers in Radiology
doi 10.3389/fradi.2026.1824091
Methods
Published
Interpretable machine-learning for depression classification based on a three-component EEG marker
Haisheng Zhang · Jing Kan · Wei Tong · Bicheng Wu · Ye Zhao · Yongchun Ma
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1869159
Original Research
Published
Comparative machine learning classification of a heterogeneous Ramsar wetland using Sentinel-1 and Sentinel-2 imagery with quantity and allocation disagreement diagnostics
Cornelia Chifurira · Erwin Sieben · Irvin Shandu · Sifiso Xulu
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1814582
Original Research
Published
Soil texture classification and mapping in semi-arid regions using machine learning and EnMAP hyperspectral data
Hassan Mosaid · Ahmed Barakat · Mohamed Bayad · Nora Ezouitine · Soufiane Hajaj · Hassan Ouakhir · Mohammed Hssaisoune · Khalid El Bahjaouy · Mohamed El garnaoui · Lhoussaine Bouchaou · El Houssaine Bouras
Frontiers in Soil Science
doi 10.3389/fsoil.2026.1864901
Systematic Review
Published
Impact of HIV infection on clinical presentation and diagnostic delay of skin neglected tropical diseases: a systematic review and meta-analysis
David Chinaecherem Innocent · Rejoicing Chijindum Innocent · Increase Praise Innocent
Frontiers in Tropical Diseases
doi 10.3389/fitd.2026.1894176
Original Research
Published
Sustainable synthesis of La 0. 8 Sr 0. 2 Co 0. 9 Fe 0. 1 O 3 -δ catalyst using hibiscus flower extract and its performance evaluation for automotive HC and CO exhaust emission control
Kuldip Patel · Dattatraya Subhedar · Femina Patel
Frontiers in Chemical Engineering
doi 10.3389/fceng.2026.1907198
Case Report
Published
Congenital hepatic fibrosis in an adult female combined with Von Meyenburg complex and autosomal dominant polycystic kidney disease: a case report
Xinrui Ren · Yu Cui · Jiayi Song · Yiwen Tang · Xiaoying Xie · Wanchun Zhu · Zhuo Yu · Lingying Huang · Yueqiu Gao
Frontiers in Gastroenterology
doi 10.3389/fgstr.2026.1876545
Original Research
Published
Machine learning approach for predicting the severity risk of obstructive sleep apnea syndrome
Qi Wang · Xiaoyu Yang · Shuran Xu · Haohao Wu · Guixuan Wang · Huixian Liu · Ronghua Chen · Fengming Xu · Cheng Wang · Kang Du
Frontiers in Big Data
doi 10.3389/fdata.2026.1832790
Original Research
Published
A Mycobacterium tuberculosis rare variable antigen vaccine reduces lung pathology in hypersusceptible SP140 −/− mice
Zachary P. Howard · Alexander Mohapatra · Weihao Zheng · Joel D. Ernst
Frontiers in Tuberculosis
doi 10.3389/ftubr.2026.1814646
Original Research
Published
Augmenting medical image specific foundation model with classical radiomic signatures for improved nasopharyngeal carcinoma stage classification
Yu Li · Jiacheng Liu · Xin Wen · Xiaomin Niu · Lai Wei · Junjie Yuan · Zhiqiang Wang · Rong Na
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1863203
Original Research
Published
LiteMamba-Synth: lightweight state space models for efficient 3T-to-7T MRI translation
Zhengrui Zhang · Jie Dong · Haoting Yang · Zehong Chen
Frontiers in Neuroanatomy
doi 10.3389/fnana.2026.1886476
Original Research
Published
Prognostic value of baseline 18 F-FDG PET/CT metabolic parameters in EGFR-mutant lung adenocarcinoma patients treated with EGFR-TKIs
Lei Wang · Zhenpeng Wang · Wei Wu
Frontiers in Nuclear Medicine
doi 10.3389/fnume.2026.1864776
Original Research
Published
Blockchain empowered federated learning for intelligent analytics in cattle livestock farming
Lakshmi Prabha Ganesan · Saravanan Krishnan · Malathy Batumalay
Frontiers in Blockchain
doi 10.3389/fbloc.2026.1815609
Original Research
Published
Comparative evaluation of machine learning algorithms for integrated wetland modelling within a geospatial big data environment in Driefontein Grasslands of Zimbabwe
Nobert Tafadzwa Mukomberanwa · Ellen Boys · Last Keche · Kgabo Humphrey Thamaga
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1883314
Original Research
Published
Deep learning and body composition model for predicting postoperative complications in colorectal cancer
Ding Ding · Ran Xuan · Rui Li
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1817439
Original Research
Published
Bioconversion of ferulic acid and vanillylmandelic acid to 4-vinyl guaiacol and vanillin mediated by Oenococcus oeni: towards sustainable flavor production
Emmanouela Dermitzaki · Nikolaos Gkanatsios · Aikaterini Tzamourani · Manolis Vamvakias · Chaido Bardouki · Ourania Grigoriadou Zormpa · Vassilis G. Dourtoglou · Maria Dimopoulou
Frontiers in Industrial Microbiology
doi 10.3389/finmi.2026.1868633
Original Research
Published
Glioma identification from microRNA biomarkers using machine learning
Rakesh Kanth Andugala · Alyson Cieslik · Maria Braoudaki · Iosif Mporas
Frontiers in Systems Biology
doi 10.3389/fsysb.2026.1771910
Hypothesis and Theory
Published
Threshold transitions of 15 N fluxes reveal state-dependent root conductance and flux partitioning within steady-state nitrate isotherms
Erwan Le Deunff · Philippe Malagoli
Frontiers in Biophysics
doi 10.3389/frbis.2026.1677942
Original Research
Published
A placental DNA methylation score associated with early-onset preeclampsia and maternal vascular malperfusion pathology
Hannah J. Illing · Alexa A. Freedman · Lauren Keenan-Devlin · Gregory E. Miller · Ann E. Borders · Linda M. Ernst · Wendy P. Robinson
Frontiers in Epigenetics and Epigenomics
doi 10.3389/freae.2026.1749513
Original Research
Published
Research on transformer fault diagnosis and early warning technology based on digital twins
Kaibo Hu · Lifeng Yu · Wuyin Gu · Kefeng Qian · Jiahe Sun
Frontiers in Smart Grids
doi 10.3389/frsgr.2026.1774205
Mini Review
Published
Vestibular migraine mimicking acute unilateral vestibulopathy: a case report and mini review
Victor Barreto Garcia · Arlindo C. Lima Neto · Diego Kaski · Roseli Saraiva Moreira Bittar
Frontiers in Audiology and Otology
doi 10.3389/fauot.2026.1807717
Original Research
Published
TC2-Res: a structured fusion of tract-level and connectome-level brain imaging in small-sample cohorts of athletes
Yang Shi · Lixian Chen · Mingxuan Huang · Zhiqi Huang · Jiayu Ou · Junwei Zeng
Frontiers in Neuroanatomy
doi 10.3389/fnana.2026.1841420
Original Research
Published
Detection of bacterial and viral pneumonia in pediatric chest radiographs using fusion of mediastinum and lung imaging biomarkers
Sukanta Kumar Tulo · Shilpi Ruchi Kerketta · O. Rahul Manohar · Pramod Martha
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1831207
Mini Review
Published
Bacterial bioelectricity, the first 15 years: developments, tools, and remaining questions
Edoardo Cianflone · Helena R. Keller · Nivedha Subramaniam · Giuseppe Maria Paternò
Frontiers in Photobiology
doi 10.3389/fphbi.2026.1834373
Original Research
Published
Quantitative investigation on working memory patterns through EEG based on visual attention task for children with learning disability
S. Vidhusha · S. Karthika · N. Sahana · A. Sabari Srinivas · Shitharth Selvarajan · Nithya Rekha Sivakumar · Sumendra Yogarayan
Frontiers in Systems Neuroscience
doi 10.3389/fnsys.2025.1687354
Original Research
Published
Application of VMD–CNN–LSTM in mechanical fault diagnosis of pump station units
Fengshou Zhang · Mengmeng Cui · Hongyu Yang · Jing Feng · Qingqing Tian · Yu Tian · Lei Guo
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1777346
Original Research
Published
Prognostic impact of discordant lesions on [ 18 F]FDG and [ 68 Ga]Ga-FAPI-04 PET/CT compared to histological FAP expression in neuroendocrine neoplasms
Tim Jedamzik · Aleksander Kosmala · Stefan Kircher · Marieke Heinrich · Wiebke Schlötelburg · Andreas K. Buck · Alexander Meining · Rudolf A. Werner · Alexander Weich · Kerstin Michalski
Frontiers in Nuclear Medicine
doi 10.3389/fnume.2026.1777541
Original Research
Published
Discrete wavelet transform-driven optimized deep learning-based framework for dyslexia detection using EEG signals
Tabassum Gull Jan · Sajad Mohammad Khan · Sajid Yousuf Bhat · Zaid Ahmad Wani · Syed Immamul Ansarullah · Sami Alshmrany · Shafat Khan
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1765088
Original Research
Published
A hybrid deep feature-ensemble learning framework for robust tomato leaf disease classification using DenseNet121-EfficientNetB0 integration and SMOTE-optimize multi-classifier
Omobayo Ayokunle Esan · Dorcas Oladayo Esan
Frontiers in Horticulture
doi 10.3389/fhort.2026.1762580
Original Research
Published
Feasibility in the detection of sentinel lymph node-associated blood vessels using intravital microscopy in patients undergoing sentinel lymph node biopsy for melanoma
Emmanuel Gabriel · Daniel T. Fisher · Minhyung Kim · Kristopher Attwood · Xiaoyi Ma · Valerie Francescutti · John M. Kane · Sharon S. Evans · Joseph J. Skitzki
Frontiers in Imaging
doi 10.3389/fimag.2026.1758694
Original Research
Published
Residual life prediction of progressive failure bearings based on NGO-AVMD hybrid domain features
Jiong Zhou
Frontiers in Signal Processing
doi 10.3389/frsip.2025.1729918
Original Research
Published
Evaluating role of TNF-α in tyrosine kinase inhibitors-treated chronic myeloid leukemia
Gratial Theres Joseph · Sandeep Kumar Swain · Himanshu Dhanda · Neetu Kushwaha · Priti Kumari · Mahek Pravin Khushalani · Rakesh Kumar · Baseer Noor · Sufian Zaheer · Aditi Jain · Ankur Jain · Sumita Chaudhry · Pranay Tanwar · Amitabh Singh · Bhavika Rishi · Aroonima Misra
Frontiers in Hematology
doi 10.3389/frhem.2026.1709697
Original Research
Published
Research on heart rate estimation algorithm based on dynamic PPG
Jiawei Guo · Shiyuan Chen · Ting Lan · Ruochen Li · Lichao Wang · Yunchong Wu · Jun Zhong · Wei Zhu
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1724468