Original Research
Published
A Vision Transformer-based few-shot learning approach for leaf disease classification
Nandhini Chokkalingam · Lakshmi Priya G · Chanthini Baskar · L Sumalatha
Frontiers in Agronomy
doi 10.3389/fagro.2026.1918022
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Showing 477 articles
Original Research
Published
Semi-supervised zero-knowledge federated learning for intelligent transportation systems
Mirabela-Melinda Medvei · Miruna-Mihaela Modiga · Iuliani Aciobăniței · Nicolae Ţăpuş
Frontiers in Future Transportation
doi 10.3389/ffutr.2026.1972925
Original Research
Published
A feature-optimized EEG framework using multiscale entropy and metaheuristic optimization for cognitive analysis
Keerthika N. · Kiruthika V.
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1888234
Original Research
Published
Optimizing multi-class intrusion detection in IIoT: advanced feature selection using grey wolf optimizer and machine learning classifiers
Ibrahim Al-Shibly · Llorenç Burgas · Joaquim Massana
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1932015
Original Research
Published
Hybrid semantic-lexical framework for ambiguity detection in software requirements using TF-IDF, character n-grams, and SBERT
Fariha Khalid · Muhammad Yaseen · Muhammad Awais Sattar · Abdelhamid Ghoul · Aida Mustapha
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1901190
Original Research
Published
Evaluating on-line media and survey data to understand beliefs and sentiment associated with pastured and integrated poultry production among farmers and stakeholders
Faye Duan · Arlene Enderton · Joseph Gendreau · Jingwen Zhang · Brock Riggs · Alejandro Plastina · David Gonthier · Dong Ahn · Marshall D. McDaniel · Ann Baier · Anne Carey · Viktor Halmos · Ajay Nair · Maurice Pitesky
Frontiers in Sustainable Food Systems
doi 10.3389/fsufs.2026.1860985
Original Research
Published
Vibration–current multimodal fusion for within-batch recognition of predefined component faults of a high-pressure abrasive waterjet machine tool
Guorong Zhang · Chenlong Zhang · Hong Jiang · Xiyang Zhang · Yan Wang · Xinbin Bao
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1970496
Original Research
Published
Spatial attention–driven hybrid Vision Transformers for automated classification of crown-of-thorns starfish in coral reef ecosystems
Yogasrinithi P. · Manikandan P. · Vasugi K.
Frontiers in Marine Science
doi 10.3389/fmars.2026.1848601
Original Research
Published
AIPFusion-Net: an interaction-fusion framework for anti-inflammatory peptide prediction using protein language model embeddings, local sequence patterns, and handcrafted descriptors
Wentao Wang · Weidong Yang · Hongmei Li · Zhenyu Cui · Dan Shen
Frontiers in Molecular Biosciences
doi 10.3389/fmolb.2026.1952395
Original Research
Published
The degeneration of uncovertebral joints on CT assessment and its association with postoperative heterotopic ossification in one- or two-level artificial cervical arthroplasty
Yi Yang · Weiyang Zhong
Frontiers in Surgery
doi 10.3389/fsurg.2026.1911386
Original Research
Published
An interpretable machine learning model for MRI-based morphological classification of lumbar disc herniation using functional biomechanical features
Guanghui Yuan · Can Cui · Yong Xu · Bin Xue
Frontiers in Bioengineering and Biotechnology
doi 10.3389/fbioe.2026.1856872
Systematic Review
Published
Fetal and neonatal outcomes of pregnancies complicated by maternal sleep-disordered breathing: a systematic review
Mayu Niisaka · Jun Hosomichi · Sakina Mitsuishi · Shiho Kino · Takashi Ono
Frontiers in Physiology
doi 10.3389/fphys.2026.1775697
Original Research
Published
Molecular characterization and pathogenicity stratification of YWHAG missense variants in developmental and epileptic encephalopathy
Wen-Hui Liu · Juan Zhou · Zhong-Yan Zhu · Qian-Ru Wen · Si-Qi Zhang · Yan Ding · Heng Meng
Frontiers in Genetics
doi 10.3389/fgene.2026.1875740
Original Research
Published
Mapping risk of gambling disorder in older adults: a neural network approach
Roser Granero · Fernando Fernández-Aranda · Isabel Baenas · Lucero Munguía · Anahí Gaspar-Pérez · Mónica Gómez-Peña · Jeffrey Derevensky · Sally Gainsbury · Rebeca Rodríguez-García · Susana Jiménez-Murcia
Frontiers in Psychiatry
doi 10.3389/fpsyt.2026.1936618
Original Research
Published
Associations between inflammatory-lipid indices and clinical outcomes in ischemic stroke patients treated with mechanical thrombectomy
Ao Qian · Jia Duan · Wenli Xing · Longyi Zheng · Shuang Tang
Frontiers in Aging Neuroscience
doi 10.3389/fnagi.2026.1919645
Original Research
Published
Rasch-based classification of post-stroke balance ability: dimensionality and clinical validation of the BESTest and S-BESTest
Thitimard Winairuk · Marco Y. C. Pang · Sirod Sirisup · Vitoon Saengsirisuwan · Kamolwan K. Klaykaew · Rumpa Boonsinsukh
Frontiers in Aging Neuroscience
doi 10.3389/fnagi.2026.1889177
Original Research
Published
Adversarially robust dynamic trust evaluation via graph-attentive reinforcement learning for scalable edge IoT security
Pavan Sai Ramarao Maddali · Vijay Kumar Damera · Ratna Kumar Prathipati
Frontiers in the Internet of Things
doi 10.3389/friot.2026.1883900
Original Research
Published
Physiological activation regimes reveal distinct autonomic mechanisms underlying operational performance under cognitive workload and stress
Ludovica Di Pompeo · Michele Tritto · Francesco Romano · David Perpetuni · Daniela Cardone · Arcangelo Merla
Frontiers in Neuroergonomics
doi 10.3389/fnrgo.2026.1946611
Original Research
Published
Cost-sensitive random forest with adaptive threshold optimization for imbalanced financial fraud detection
Jafar Ali · Rahman Shafique · Daniel Gavilanes · Manuel Masias Vergara · Isabel de la Torre Diez · Dae Wan Kim
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1938836
Original Research
Published
Object detection for autonomous driving environmental perception and its applications
Xu Xu · Yang Liu · Huijun Yao
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1940224
Original Research
Published
Visual measurement network for intelligent cockpit driving state combining lightweight temporal convolution and cross-granularity state mapping
Ti Han
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1972239
Original Research
Published
Longitudinal single-cell analysis identifies a chemotherapy-suppressed proliferative program associated with adverse prognosis in neuroblastoma
Aiguo Zhu · Jian Wang
Frontiers in Genetics
doi 10.3389/fgene.2026.1878093
Original Research
Published
A sliding window and Fourier decomposition method based 1D-CNN framework for motor imagery EEG classification
B. S. S. Tejesh · Karra Bhaskar · M. Sivaji · Ravisankar Dakupati · Saswat Kumar Ram · Pradyut Kumar Sanki · M. Ramakrishnan
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1945160
Original Research
Published
Eye-movement-based machine learning for identifying Parkinson’s disease dementia in a retrospective cohort: an interpretable model-development study
Jing Wu · Qing Liu · Song Yang · Yuqing Zhang · Yuanlu Shu · Junwen Wang · Min Wu · Tian Tian
Frontiers in Aging Neuroscience
doi 10.3389/fnagi.2026.1935091
Review
Published
From predictive AI to autonomous food bioprocessing: a critical review of real-time quality monitoring, energy optimization, digital twins, and intelligent process control
Chinyere Nneoma Ugwu · Fabian Chukwudi Ogenyi · Jovita Nnenna Ugwu · Okechukwu Paul-Chima Ugwu · Micheal Ben Okon
Frontiers in Food Science and Technology
doi 10.3389/frfst.2026.1974464
Original Research
Published
Prognostic value of oedema findings on head CT in traumatic brain injury following road traffic accidents
Diyou Chen · Wei Ma · Li Zhan · Hui Zhao · Kunlin Xiong
Frontiers in Radiology
doi 10.3389/fradi.2026.1941750
Original Research
Published
Remote estimation of plastic distribution in California agriculture using Sentinel-2 imagery: a case study
Eva Scrivner · Dexter Hamilton · Daniel Sousa · Margot Mattson · Nicholas E. Williams · Seeta Sistla
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1927646
Review
Published
Anatomy, aetiology, clinical presentation, classification, diagnosis, and non-surgical management of triangular fibrocartilage complex tears: a narrative review
Peng Liu · Tianyu Zhou
Frontiers in Sports and Active Living
doi 10.3389/fspor.2026.1695616
Original Research
Published
Experimental investigation of failure characteristics of deep surrounding rock containing an inclined joint under true triaxial compression
Peizheng Liu · Shuai Luo
Frontiers in Earth Science
doi 10.3389/feart.2026.1920204
Review
Published
Modern hysteroscopic management of congenital uterine anomalies: current techniques, emerging technologies, and future directions
Mariana da Cunha Vieira · Giovanna C. C. Martin · Katherine A. R. Miller · Juliana A. Oliveira · Ana Clara P. Servidoni · Mauricio S. Abrao
Frontiers in Surgery
doi 10.3389/fsurg.2026.1931279
Review
Published
Current progress and controversies in thoracic ossification of the ligamentum flavum: pathogenesis, diagnosis and surgical management
Guoxing Ding · Huijing Shang · Fuhai Yan · Weijie Cui · Zhi Li · Yiheng Zhang · Zhan Wang · Jie Wen · Yifan Feng · Junxiao Su · Hui Zhang
Frontiers in Surgery
doi 10.3389/fsurg.2026.1896885
Original Research
Published
MEMOIR-VLM—a multimodal vision-language model for Alzheimer's disease classification and question answering
Sohail Haresh Gidwani · Tamoghna Chattopadhyay · Sophia I. Thomopoulos · Paul M. Thompson
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1902258
Original Research
Published
Ecotourists' visitation rates and coastal ecosystem restoration: evidence from Tanzania
Oliver Simeon Lihuluku · Deo D. Shirima · Agnes A. Sirima
Frontiers in Sustainable Resource Management
doi 10.3389/fsrma.2026.1918143
Original Research
Published
Community-informed identification and analysis of wildlife poaching hotspots for targeted IoT deployment
Rahul Siyanwal · Satish Narayana Srirama
Frontiers in the Internet of Things
doi 10.3389/friot.2026.1893789
Review
Published
Advanced nanocomposite membranes for sustainable water reuse in agriculture
Masoud Rahbari-Sisakht · Ahmad Fauzi Ismail · Pei Sean Goh
Frontiers in Membrane Science and Technology
doi 10.3389/frmst.2026.1954364
Mini Review
Published
Evolution of deep learning for structural magnetic resonance imaging analysis in Alzheimer’s disease: from slice-level classification to brain structure modeling
Yunchen Chen · Tingshan Liu · Guanxun Cheng
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2026.1958462
Original Research
Published
Technological diversification and structural persistence in Peru's patent and utility model filings, 2000–2024
David Arratea-Pillco · José Gabriel Seijas-Díaz · Enrique Alejandro Barbachan-Ruales · Julio Iván Torres-Manrique · Italo W. Alejos-Patiño · Marco Arratea-Pillco
Frontiers in Research Metrics and Analytics
doi 10.3389/frma.2026.1935094
Original Research
Published
Radiomics-Based prediction of renal prognosis in ANCA-associated vasculitis
Zuoxian Hou · Shuo Zhang · Peng Xia · Shilu Cao · Linkun Bai · Wenling Ye · Feng Feng · Limeng Chen
Frontiers in Digital Health
doi 10.3389/fdgth.2026.1915391
Original Research
Published
Beyond detection: developing probabilistic hemodynamic phenotyping after a positive point-of-care pulmonary hypertension test
Farhad Fathieh · Navid Nemati · Timothy Burton · Horace R. Gillins · Ian Shadforth · Shyam Ramchandani · Charles R. Bridges
Frontiers in Digital Health
doi 10.3389/fdgth.2026.1955810
Review
Published
MSC-derived extracellular vesicles for spinal cord injury: inflammatory microenvironment modulation, stage-dependent repair mechanisms, and translational challenges
Hang Yu · Yifan Liu · Shulong Yin · Haoyue Hu · Linquan Li · Taotao Zhu · Jie Liu · Sheng Liu · Chenxi Zhao · Shiqing Feng
Frontiers in Cellular Neuroscience
doi 10.3389/fncel.2026.1960271
Original Research
Published
Frequency profiles of muscle-strengthening exercise identified using three national surveillance measures in a convenience sample of adults
Christina Johnson · Joshua Haworth · Elise Brown
Frontiers in Sports and Active Living
doi 10.3389/fspor.2026.1864851
Original Research
Published
Scaling spatiotemporal transformers for regional food security: a tri-stream latent-dynamic approach to pre-harvest yield and price forecasting
Wirba Pountianus Berinyuy · Mvogo Ngono Joseph · Noumsi Woguia Auguste Vigny · Verdzekov Emile Tatinyuy · ELE Pierre
Frontiers in Earth Science
doi 10.3389/feart.2026.1895667
Original Research
Published
An innovative framework based on GMV-ALFF multi-modal MRI and Gaussian data augmentation for psychiatric disorder classification
Wenjing Zhu · Xiaoying Jiang
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1835559
Original Research
Published
Decoding user satisfaction during reading of pre-defined question–answer pairs: BCI approach using delta and gamma EEG
Wanjoo Park · Salma Mansour · Laehyun Kim · Mohamad Eid
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1934150
Original Research
Published
Absolute stress myocardial blood flow is reduced in patients with prior cardiac disease despite normal perfusion and ejection fraction on rubidium-82 PET: an Arabian Gulf cohort
Ahmad Alenezi · Masoud Garashi · Layla Ghadenfer · Satish Panchadar · Gautam Biswas · Kawther Ali
Frontiers in Nuclear Medicine
doi 10.3389/fnume.2026.1957482
Original Research
Published
Patient classification using single-cell RNA-sequencing data with deep learning convolutional neural networks
Anastasis Oulas · Nestoras Karathanasis · Theodosios Lampadarios · Raphael Antartis · George M. Spyrou
Frontiers in Bioinformatics
doi 10.3389/fbinf.2026.1919127
Original Research
Published
Combined assessment of FLAIR vascular hyperintensities and cortical venous outflow for outcome prediction in acute middle cerebral artery occlusion
Ping Yang · Lingjia Xu · Feng Zhou
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2026.1953695
Original Research
Published
Biomedical retrieval-augmented generation for relation classification
Jannat · Charlie Dil · Tom Arodz · Bridget T. McInnes
Frontiers in Research Metrics and Analytics
doi 10.3389/frma.2026.1919972