ReviewPublished 12 October 2026Application of large language models in early screening of Alzheimer’s disease: a scoping reviewJianan Tian · Weidong Huang · Yongmei Wen · Yifan LiangFrontiers in Aging Neurosciencedoi 10.3389/fnagi.2026.1906641
Original ResearchPublished 8 October 2026Differential sparse attention framework for accurate ovarian cancer subtype classification using DenseNet121Muhammad Shoaib Saleem · Javed Rashid · Turke Althobaiti · Faiza Jameel · Khiati Zakaria · Hari Mohan Rai · Anwar GhaniFrontiers in Digital Healthdoi 10.3389/fdgth.2026.1875306
Original ResearchPublished 7 October 2026Natural language processing for suicidal behavior detection in short Spanish clinical notes from first-contact interviewsJuan Carlos Villagomez-Garcia · Juan Martínez-Miranda · Ansel Y. Rodríguez-GonzálezFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1919962
Original ResearchPublished 6 October 2026An attention-enhanced hybrid CNN-BiLSTM framework for multiclass epileptic seizure recognition using EEG signalsBobbinpreet Kaur · Sheenam Middha · Aleem Ali · Noman Khan · Reham Alhejaili · Ahmed H. AlmutairiFrontiers in Computational Neurosciencedoi 10.3389/fncom.2026.1949040
Original ResearchPublished 30 September 2026Deep learning-based trustworthy dispatch model for virtual power plants in megacity power gridsYuandong Jiang · Mingyu Ou · Jiangnan LiFrontiers in Physicsdoi 10.3389/fphy.2026.1903608
Original ResearchPublished 30 September 2026An innovative framework based on GMV-ALFF multi-modal MRI and Gaussian data augmentation for psychiatric disorder classificationWenjing Zhu · Xiaoying JiangFrontiers in Computational Neurosciencedoi 10.3389/fncom.2026.1835559
Original ResearchPublished 11 September 2026Hierarchical spectral ensemble with physics-informed augmentation for global water quality retrieval from hyperspectral remote sensingAmirthalakshmi TM · Hemanth S · Ganesan PV · Rahul SG · Gayathri MFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1860176
Original ResearchPublished 8 September 2026A transformer-FSL-GAN framework for multiclass water quality classification under limited data conditionsAshikur Rahman · Gwo Chin Chung · Yin Hoe NgFrontiers in Waterdoi 10.3389/frwa.2026.1902772
Original ResearchPublished 27 August 2026Interpretable self-supervised transformers for resting-state EEG analysis in Alzheimer's diseaseSyeda Shamaila Zareen · Nada Alzaben · Usman Ahmad · Talha Mahboob Alam · Asaad Algarni · Junsong WangFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1899573
Original ResearchPublished 3 August 2026Identification of eye diseases with small fundus image datasets using a new unsupervised deep learning approachAl Rafi Aurnob · Sharia Arfin Tanim · Farook SattarFrontiers in Signal Processingdoi 10.3389/frsip.2026.1769553
Original ResearchPublished 8 July 2026Predicting tensile properties of sub-sized nuclear materials using data augmentation strategies on imbalanced and sparse datasetsAltynay Smagulova · Aleksandar Vakanski · John W. Merickel · Isshu Lee · Charith Purushotham · Yalei Tang · Alberto E. Cerpa · Fei Xu · Rongjie SongFrontiers in Manufacturing Technologydoi 10.3389/fmtec.2026.1811951
Original ResearchPublished 29 June 2026Getting “sampling” right for reliable process monitoring: main challenges and solutionsGiulia Gorla · Jon Ander Iturrioz · Kim H. Esbensen · Josè Manuel AmigoFrontiers in Analytical Sciencedoi 10.3389/frans.2026.1839552
Original ResearchPublished 12 June 2026ST-HONet: Spatio-Temporal Hierarchical Network for long-horizon bimanual visuomotor imitationXukun Liu · Fengjuan Xie · Kai Xu · Zhenyu Liu · Shenggang Wei · Guangning Li · Xu SunFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1860170
Original ResearchPublished 29 May 2026NL-YOLOv5: a model with a larger receptive field and the ability to globally acquire featuresZhiyu Li · Jinhu Liu · Zhihao Zhuo · Lin Chen · Xiao Zeng · Di Li · Yongfa Zhou · Chunzhou HuangFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1764856
