Review
Published
Artificial intelligence in microbial biotechnology for food security: current state and challenges
Kehinde A. Oyeniran · Lara Donaldson
Frontiers in Bacteriology
doi 10.3389/fbrio.2026.1921669
Library
Articles
Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 92 articles
Original Research
Published
InfoMedex: drug-drug interaction prediction via a multimodal CNN-transformer model
Andrew Disharoon · Shifi Pasupuleti · Clark Thurston · Matt Fiore · Sadie McKenzie · Alysia Smith · Aaron J. Masino
Frontiers in Drug Safety and Regulation
doi 10.3389/fdsfr.2026.1841035
Original Research
Published
Impact of quantization on various CNN architectures for bone fracture detection
Sushil Krishnan · Yokesh Babu Sundaresan
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1892595
Original Research
Published
Multivariate time series forecasting with multi-view hierarchical patching and lag-coupled channel attention
Xinbang Fang · Tao Ma · Ke Lu · Fen Wang · Chun Lian
Frontiers in Applied Mathematics and Statistics
doi 10.3389/fams.2026.1825555
Original Research
Published
Convergent representations of linguistic constructions in human and artificial neural systems
Pegah Ramezani · Thomas Kinfe · Andreas Maier · Achim Schilling · Patrick Krauss
Frontiers in Language Sciences
doi 10.3389/flang.2026.1846406
Original Research
Published
Identification of eye diseases with small fundus image datasets using a new unsupervised deep learning approach
Al Rafi Aurnob · Sharia Arfin Tanim · Farook Sattar
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1769553
Original Research
Published
Influence of mechanical vibration on typical oil–paper insulation partial discharge defects in power transformers
Hua Li · Shuai Zhang · Jiangang Ding · Yuan La · Xianjun Lin · Wei Lin · Song Wang · Lin Zou
Frontiers in Electronics
doi 10.3389/felec.2026.1869509
Correction
Published
Correction: ST-HONet: Spatio-Temporal Hierarchical Network for long-horizon bimanual visuomotor imitation
Xukun Liu · Fengjuan Xie · Kai Xu · Zhenyu Liu · Shenggang Wei · Guangning Li · Xu Sun
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1907235
Original Research
Published
Representations of facial features and surface quality in monkey area TE compared to neural network models
Keisuke Shioya · Kazuko Hayashi · Bing Li · Narihisa Matsumoto · Keiji Matsuda · Kenichiro Miura · Mark A. G. Eldridge · Richard C. Saunders · Barry J. Richmond · Yuji Nagai · Naohisa Miyakawa · Takafumi Minamimoto · Shun Katakami · Masato Okada · Kenji Kawano · Yasuko Sugase-Miyamoto
Frontiers in Neural Circuits
doi 10.3389/fncir.2026.1783892
Original Research
Published
Dual-domain transformer-based learned primal-dual reconstruction for PET imaging
Anton Adelöw · Hamidreza Rashidykanan · Alessandro Guazzo · Massimiliano Colarieti-Tosti
Frontiers in Nuclear Medicine
doi 10.3389/fnume.2026.1885873
Original Research
Published
Development and multicenter external validation of a deep learning model for early screening of thoracic ossification of the ligamentum flavum on routine chest radiographs
Zichuan Wu · Juehan Wang · Xuhong Zhang · Baifeng Sun · Min Qi · Yang Liu
Frontiers in Radiology
doi 10.3389/fradi.2026.1867740
Original Research
Published
Swin-Qwen3: a three-stage vision–language framework for automated radiology report generation with multi-agent verification
Hamida Abdaoui · Sabri Barbaria · Ahmed Al Kuwaiti · Noureddine Raouafi · Ridha Ben Salah · Hanene Boussi Rahmouni
Frontiers in Radiology
doi 10.3389/fradi.2026.1875905
Original Research
Published
Artificial intelligence-based efficient model for the detection of non-technical losses in smart grids
Hassan Ali Khan · Zahid Wadud · Ghulam Hafeez · Ateeq Ur Rehman · Sandra Corasaniti · Paolo Coppa
Frontiers in Energy Efficiency
doi 10.3389/fenef.2026.1853133
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
Explainable 3D vision transformer framework for detecting brain anomalies in neuropsychiatric subtypes of Parkinson's disease
Carlos Jiménez-Farfán · Alisson Constantine-Macias · Isaac León · Juan Pisco-Jordán · Luis Ramos-Pozo · Enrique Pelaez · Ana Tapia-Rosero · Edwin Valarezo-Añazco · Ignacio Obeso · Ana Briones-Chonillo · Maria José Miranda · Luis Yepez-Guerra · Francis R. Loayza
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1810223
Original Research
Published
Noise-robust temporal–spectral fusion transformers for EEG-based cognitive state classification in aviation environments
Quynh Anh Nguyen · Nam Anh Dao · Long Nguyen
Frontiers in Big Data
doi 10.3389/fdata.2026.1837706
Original Research
Published
Neutrosophic soft-computing ensemble for high-accuracy satellite image scene classification
Ezhilmaran Devarasan · Maxime Mahieu Josse · Sm Arun · V. Vishal · Bapathu Koushika · Abhyuday Singh · Jenisha Rachel
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1882437
Original Research
Published
Cross-Domain TransNet for sparse-view CT reconstruction
Junling Wang · Chunhua Zou · Hongjie Yang · Peixi Liao · Xiaojun Mo · Yingcui Gao · Yanan Ning · Jiahao Lai
Frontiers in Nuclear Medicine
doi 10.3389/fnume.2026.1711533
Original Research
Published
Detecting CycleGAN-Spoofed AIS data using a GAN fingerprinting method with LSTM-Based classification
S. M. Ashfaq uz Zaman · Faizan Qamar · Masnizah Mohd · Nur Hanis Sabrina Suhaimi · Amith Khandakar
Frontiers in Future Transportation
doi 10.3389/ffutr.2026.1804269
Original Research
Published
Early identification of PRISm from chest CT: a multimodal for three-class stratification of normal, PRISm, and COPD
Yan Mou · Xueqing Bian · Na Tian · Zheng Xia · Jinbo Shi · Ming Li · Zhimin Shao · Lin Qi · Haiyan Ge · Miao Huang
Frontiers in Radiology
doi 10.3389/fradi.2026.1829853
Original Research
Published
An explainable AI-driven hybrid SE-transformer architecture for robust knee osteoporosis classification from X-ray data
Sudhir Kumar Sangula · Siddique Ibrahim S. P.
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1853106
Original Research
Published
Transformer-based deep learning for estimating bidirectional maternal-fetal cardiac coupling
Murad Almadani · Leontios Hadjileontiadis · Ahsan Khandoker
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1651162
Original Research
Published
SwinPyramidNet: a deep learning network for pear leaf disease classification using hybrid convolutional feature pyramids and swin transformer
Tejas Sharma · Nikhil Shinde · J. Mukundh · R. Karthik · K. Suganthi
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1821900
Original Research
Published
DSPE-ViT: a lightweight vision transformer with dynamic sparse positional encoding for dense small object detection in UAV imagery
Liya Cai · Shuping Li
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1849093
Original Research
Published
ST-HONet: Spatio-Temporal Hierarchical Network for long-horizon bimanual visuomotor imitation
Xukun Liu · Fengjuan Xie · Kai Xu · Zhenyu Liu · Shenggang Wei · Guangning Li · Xu Sun
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1860170
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
Original Research
Published
Mission-aware BeiDou spoofing defense in UAV swarms with LLM-assisted context validation
Usman Tariq · Kamran Shaukat
Frontiers in Communications and Networks
doi 10.3389/frcmn.2026.1760543
Original Research
Published
FUSION-AD: interpretable AI framework for risk assessment and subgroup discovery in Alzheimer's disease
Abid Iqbal · Saad Arif · Ghassan Husnain · Sarra Ayouni
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1799307
Original Research
Published
A context-aware transformer with weighted residual for efficient remote sensing target detection
Zhongyu Li · Yimin Shen · Xiaoping Jing · Rong Wang · Di Zhou · Yangyong Guo · Wei Yu · Fei Du
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1774633
Original Research
Published
A lightweight Chinese–English translation model integrating compressed BERT attention and phrase discard mechanism
Xin Qi · Hang Bao
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1795490
Original Research
Published
Interpretable vision mamba for SAR images classification
Kaiming Zou · Ningbo He · Leijun Yao · Jialin Li · Yongfeng Wang
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1753927
Original Research
Published
Renewable energy MicroGrid power forecasting: AI techniques with environmental perspective
Amanul Islam · Fazidah Othman
Frontiers in Environmental Chemistry
doi 10.3389/fenvc.2026.1759525
Original Research
Published
Analysis of theoretical line loss in metro distribution network
Ying Zhao · Zhe Chen · Zhuo Zhang · Yuxin Lu · Yun Zhao · Xipeng Liu
Frontiers in Smart Grids
doi 10.3389/frsgr.2026.1623347
Original Research
Published
CBAM-enhanced lightweight CNN for wafer map defect classification
Mst. Rokeya Khatun · Fahmid Al Farid · Sharith Dhar · Md. Saiful Islam · Jia Uddin · Hezerul bin Abdul Karim
Frontiers in Electronics
doi 10.3389/felec.2026.1750707
Original Research
Published
Equation-level parameterized fusion reformulation for multimodal epileptic seizure detection using interaction control and data-quality screening
Abdul-Mumin Khalid · Musah Sulemana · Iddrisu Wahab Abdul
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1745291
Original Research
Published
Alzheimer’s detection using discrete wavelet transform based image fusion and vision information transformer
Amar A. Dum · Kshama V. Kulhalli · Priyanka Singh
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1680796
Original Research
Published
Enhancing dementia and cognitive decline detection with large language models and speech representation learning
Karol Chlasta · Piotr Struzik · Grzegorz M. Wójcik
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1679664
Original Research
Published
Cross-modal privacy-preserving synthesis and mixture-of-experts ensemble for robust ASD prediction
J. Revathy · Karthiga M.
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1679196
Electronics
Published
Correction: A hybrid LSTM–transformer model for accurate remaining useful life prediction of lithium-ion batteries
Tianren Zhao · Yanhui Zhang · Minghao Wang · Wei Feng · Shengxian Cao · Gong Wang
Frontiers in Electronics
doi 10.3389/felec.2025.1693752
Communications and Networks
Published
Sentence-level consistency of conformer based pre-training distillation for Chinese speech recognition
Haifang Li · Chao Tang · Xin Yue · Xu Li
Frontiers in Communications and Networks
doi 10.3389/frcmn.2025.1662788
Electronics
Published
A hybrid LSTM–transformer model for accurate remaining useful life prediction of lithium-ion batteries
Tianren Zhao · Yanhui Zhang · Minghao Wang · Wei Feng · Shengxian Cao · Gong Wang
Frontiers in Electronics
doi 10.3389/felec.2025.1654344
High Performance Computing
Published
A SWIN-based vision transformer for high-fidelity and high-speed imaging experiments at light sources
Songyuan Tang · Tekin Bicer · Kamel Fezzaa · Samuel Clark
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1537080
Imaging
Published
Vision transformers for automated detection of diabetic peripheral neuropathy in corneal confocal microscopy images
Chaima Ben Rabah · Ioannis N. Petropoulos · Rayaz A. Malik · Ahmed Serag
Frontiers in Imaging
doi 10.3389/fimag.2025.1542128
Energy Efficiency
Published
Evaluation and improvement of power quality of distribution network: a case study of Covenant University, Ota
Isaac A. Samuel · Daudu Afah Toyin · Tobiloba E. Somefun · Ayokunle A. Awelewa · Shehu Abba-Aliyu
Frontiers in Energy Efficiency
doi 10.3389/fenef.2024.1389622