Original Research
Published
Diffusion-augmented contrastive learning for diabetic retinopathy severity classification
Ali Abidalkareem · Ali K. Ibrahim · Hanqi Zhuang
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1932259
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Showing 20 articles
Original Research
Published
High performance white blood cell classification using ensemble CNNs with Monte Carlo dropout and conformal prediction for clinical uncertainty quantification
Shahid Mehmood · Abeer A. K. Alharbi · Mona Alkhattabi · Muhammad Adnan Khan · Muhammad Amir Khan
Frontiers in Medicine
doi 10.3389/fmed.2026.1959061
Original Research
Published
A study on the identification of wheat powdery mildew using chlorophyll fluorescence imaging
Yijia Chen · Chengyuan Hao · Zhiyu Li · Xupeng An · Jingxiang Huang · Xinchang Chen · Shidong Wang · Zhichao Chen
Frontiers in Plant Science
doi 10.3389/fpls.2026.1837843
Original Research
Published
EfficientNet-CICA: a sports image classification model based on causal intervention channel attention
Junnan Yang · Shaocong Zhao
Frontiers in Physiology
doi 10.3389/fphys.2026.1905347
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
Deep learning-based classification of wet direct seeded rice, broadcasted direct seeded rice and transplanted rice using drone imagery for precision agriculture
Amrutha Lakshmi Gubbala · Santosha Rathod · Ramesh Dasyam · Mahender Kumar Rapolu · Arun Kumar Dasari · Pundarikakshudu Kurra · Hanuma Raviteja Madireddy · Prajwal R. Shashishekhar · Ravi V. Mural · Anil Kumar · Raman Meenakshi Sundaram
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1698781
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
Original Research
Published
Going deeper with morphologically detailed neural networks by simulation-based gradient propagation
Gan He · Kai Du · Tiejun Huang
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1904220
Original Research
Published
Toward sustainable web design: Greenscan-AICO 2 R for AI-based carbon footprint optimization of websites
Manoj D. S · Sankari M · Aruneswar Meera S · Jai Vinita L
Frontiers in Sustainability
doi 10.3389/frsus.2026.1913543
Original Research
Published
Generating data ranges for species with merged kernels and aggregated polygons from georeferenced records
Brice B. Hanberry
Frontiers in Conservation Science
doi 10.3389/fcosc.2026.1839361
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
Automated detection of pulsating aurora using deep learning methods
Fei Wu · Riley N. Troyer · Allison N. Jaynes · Yang Gao · Mary E. Haag · Jodie McLennan · Darren Chaddock · Eric Donovan · Kung-Sik Chan
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2026.1852793
Original Research
Published
Enhancing BNN storage and performance requirements via efficient quantization and variable encoding
Marc Ordoñez · Franyell Silfa · Antonio González
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2026.1853655
Brief Research Report
Published
Limited discriminative performance of endoscopic deep learning for Helicobacter pylori status assessment in gastric cancer patients: a retrospective study
Wenyi Zhou · Yixing Wang · Yuhong Wang · Yongluo Jiang · Wencan He · Binbin Xu
Frontiers in Gastroenterology
doi 10.3389/fgstr.2026.1878650
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
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
Multi-scale pyramid spatial atrous channel attention enhanced ResNet50V2 for explainable pulmonary fibrosis diagnosis
K. Mahapackialakshmi · G. Jaffino
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1787092
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
Review
Published
From small brains to smart machines: translating Caenorhabditis elegans neural circuits into artificial intelligence
He Liu · Panpan Zheng · Xuebin Wang
Frontiers in Neural Circuits
doi 10.3389/fncir.2026.1731513
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