Original Research
Published
Vision normalizing flows for the probability-informed detection of banana diseases from in-field images
Alisa Prusokiene · Augustinas Prusokas · Renata Retkute
Frontiers in Plant Science
doi 10.3389/fpls.2026.1937900
Library
Articles
Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 16 articles
Review
Published
From task-specific AI to multimodal foundation models in PET/CT: a readiness framework for clinical translation
Amgad Muneer · Maliazurina B. Saad · Hui Xu · Jia Wu
Frontiers in Nuclear Medicine
doi 10.3389/fnume.2026.1956567
Review
Published
Transformers for fMRI analysis: from spatiotemporal modeling to brain foundation models
Xiaomin Yang · Yue Li · Xue Zhang · Bocheng Wang
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1869687
Original Research
Published
Defending against deepfake speech attacks via feature dropout and dropin regularization in large audio language models
Yupei Li · Yixiong Fang · Jiahao Xue · Manuel Milling · Björn W. Schuller
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1928592
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
Editorial
Published
Editorial: Building resilient cities with remote sensing and AI
Sawaid Abbas · Faisal Mueen Qamer · Ali Zia
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1991820
Review
Published
Diffusion models in robotics: a comprehensive review
Linxin Bai · Chenkang Du · Jinfang Wang · Xinrong Chen
Frontiers in Robotics and AI
doi 10.3389/frobt.2026.1905499
Hypothesis and Theory
Published
Governing generative AI in urban mobility: a five-pillar framework and twelve falsifiable propositions for operations, accountability, and public trust
Nirmal Acharya · Padmaja Kar
Frontiers in Future Transportation
doi 10.3389/ffutr.2026.1951756
Review
Published
Artificial intelligence in corneal endothelial disease and endothelial keratoplasty: current evidence, clinical readiness, and future directions
Anđela Jukić · Kata Čulina · Vedran Markušić · Sanja Masnec · Suzana Matić · Miro Kalauz
Frontiers in Ophthalmology
doi 10.3389/fopht.2026.1951354
Editorial
Published
Editorial: Foundation models for robot design
Mahdi Tavakoli · Emmanuel Benjamin Vander Poorten · Sanja Dogramadzi · Jay Carriere · Amir Hooshiar · Arash Arami · Hamidreza Kasaei
Frontiers in Robotics and AI
doi 10.3389/frobt.2026.1927761
Original Research
Published
An evaluation of pathology foundation models with weakly supervised learning for BRAF mutation prediction in melanoma whole slide images
Lucy Godson · Jack Breen · Alexander I. Wright · Derek Magee · Daljeet Bansal · Darren Treanor · Emily L. Clarke
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1835452
Original Research
Published
From foundational models to interpretability: a comparative study of embeddings and feature engineering for smallholder irrigation detection in Sub-Saharan Africa
Hasan Siddiqui · Christopher Small · Vijay Modi
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1895172
Perspective
Published
Artificial intelligence-driven resource management in edge-cloud computing continuum for internet of things applications: new trends and future directions
Zhiyu Wang · Nilotpal Kapri · Luiz Fernando Bittencourt · Rajkumar Buyya
Frontiers in the Internet of Things
doi 10.3389/friot.2026.1883673
Review
Published
Leveraging large language models (LLMs) for GeoAI-enabled digital agro-advisory
Shalini Gakhar · Raj Kumar Singh
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1839369
Opinion
Published
Scalable foundation models for numerical simulations on HPC platforms
Dali Wang · Qian Gong · Zirui Liu · Xiao Wang · Qinglei Cao · Scott Klasky
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2026.1778471
Bird Science
Published
Birds, bats and beyond: evaluating generalization in bioacoustics models
Bart van Merriënboer · Jenny Hamer · Vincent Dumoulin · Eleni Triantafillou · Tom Denton
Frontiers in Bird Science
doi 10.3389/fbirs.2024.1369756