Original Research
Published
Detection and exploratory severity grading of age-related macular degeneration using machine learning
Ahmad Ryad Soobhany · Mohammed Thafheem
Frontiers in Imaging
doi 10.3389/fimag.2026.1888372
Library
Articles
Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 478 articles
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
Intraday trading strategy selection under transaction costs with machine learning
Alan Gaona · Jennifer Rangel-Madariaga · Lourdes Uribe
Frontiers in Applied Mathematics and Statistics
doi 10.3389/fams.2026.1888767
Original Research
Published
Effects of mapping units on landslide susceptibility assessment: a comparative analysis of slope units and raster cells
Hongqiang Su · Kun Zhao · Bingbing Lei · Erdeng Ai · Jiangao Zhang · Jiangang Chen · Ping Zheng · Luxu Shi
Frontiers in Earth Science
doi 10.3389/feart.2026.1931888
Mini Review
Published
From inherited susceptibility to tumor state: toward a stage-aware architecture for genomic risk stratification in prostate cancer
Ziheng Zheng · Xuechun Yang · Minqian Ou · Yuedong Chen · Deyong Gan
Frontiers in Genetics
doi 10.3389/fgene.2026.1969511
Mini Review
Published
The gut-brain axis in Alzheimer’s and Parkinson’s diseases: a comparative perspective
Riddhi Upadhyay · Chandhini C. · Susmita Kar · Sajith Sathyamoorthy · Xavier Pitchaimuthu · Murugan Sevanan
Frontiers in Microbiomes
doi 10.3389/frmbi.2026.1942228
Systematic Review
Published
AI-enabled and comparator digital interventions for adolescent mental health (2020–2025): early detection, human–AI collaboration, and ethical governance—a PRISMA-ScR scoping review
Noorayisahbe Mohd Yaacob · Mohamed Doheir · Ali Algumaei · Mohammed Nasser Al-Andoli · Jamil Abedalrahim Jamil Alsayaydeh · Abdelrafe Elzamly · Abd Samad Basari
Frontiers in Child and Adolescent Psychiatry
doi 10.3389/frcha.2026.1905782
Original Research
Published
Prediction of cognitive impairment in Parkinson’s disease using TabPFN: an integrative analysis of clinical data, longitudinal trajectories, and lipidomics
Zikai Zhou · Jie Liu · Lijuan Wang · Hong Lv · Wencan Jiang · Ling Huang · Guojun Zhang · Ruimin Ma
Frontiers in Aging Neuroscience
doi 10.3389/fnagi.2026.1905374
Original Research
Published
Collar-based prediction of individual dry matter intake in dairy cows: validation across international research farms and evidence of familial variation in commercial herds
Roni Yair · Alon Arazi · Veronica Shabtai · Gil Katz
Frontiers in Animal Science
doi 10.3389/fanim.2026.1897979
Original Research
Published
Machine learning based multimodel prediction of poor wellbeing, generalized anxiety disorder, and insomnia among adults in Indian urban informal settlements: toward explainable digital mental health screening
Rupeshkumar Deshmukh · Sudhanshu Mahajan · Reva Wani
Frontiers in Digital Health
doi 10.3389/fdgth.2026.1935205
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
Artificial intelligence for net-zero construction: a bibliometric mapping of research landscape, thematic clusters and emerging directions across the AEC industry
Marcela Pincay Pilay · Dayana Castro Chilán · Marlon González Regalado · Diego Sornoza-Parrales
Frontiers in Sustainability
doi 10.3389/frsus.2026.1958541
Original Research
Published
Integrated bulk and single-cell transcriptomic analyses with experimental validation identify PLOD1 as a diagnostic biomarker and TGF-β1-responsive profibrotic mediator in dupuytren’s disease
Xianjie Lin · Mingming Wang · Yutian Lin · Yinshen Zhu · Zhijiang Ye · Haoran Chen
Frontiers in Molecular Biosciences
doi 10.3389/fmolb.2026.1924451
Original Research
Published
UAV-based RGB imagery and supervised–unsupervised machine learning for estimating sorghum biomass and grain yield under water and nitrogen stress
Anoop Valiya Veettil · Ripendra Awal · Ali Fares · Binita Thapa · Almoutaz Elhassan · Atikur Rahman
Frontiers in Environmental Science
doi 10.3389/fenvs.2026.1928610
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
Systematic Review
Published
Functional magnetic resonance imaging in neuropathic pain: a bibliometric analysis incorporating machine learning
Ning Sun · Yu-Xin Zhu · Yi-Dan Cui · Shi-Qi Lu · Tian-Ran Gu · Ao Li · Jing-Zhi Wang · Yan Zou · Zhen Zhong · Hai-Peng Huang
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1963495
Brief Research Report
Published
A lipidomic-based biological clock model indicates greater metabolic age in housed dairy cows compared to pasture-based dairy cows
David B. Sheedy · Helen M. Golder · Sergio C. Garcia · Zhiqian Liu · Priyanka Reddy · Simone J. Rochfort · Jennie E. Pryce · Ian J. Lean
Frontiers in Animal Science
doi 10.3389/fanim.2026.1923710
Hypothesis and Theory
Published
From metric to model: a five-stage pipeline for building and sustaining valid AI predictive systems in consumer neuroscience
Thomas Zoëga Ramsøy
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2026.1837923
Original Research
Published
Hybrid multi-model framework with knowledge distillation for precise and efficient sickle cell detection
Metta Manikanta Karthikeya Reddy · Cherukuri Krishna Lathvik · Arumuga Arun R · Karthik K
Frontiers in Digital Health
doi 10.3389/fdgth.2026.1938284
Original Research
Published
The impact of climate risk on forestry ecological total factor productivity: evidence from double machine learning
Liuqing Wang · Hang Chen · Weihan Zhu · Yanjin Zhou
Frontiers in Forests and Global Change
doi 10.3389/ffgc.2026.1930608
Original Research
Published
Machine-learning-based prediction of pipe-sticking events in petroleum drilling operations using domain-informed features and class-balanced ensembles
R. Harishwaran · Aslam Abdullah M.
Frontiers in Built Environment
doi 10.3389/fbuil.2026.1913509
Original Research
Published
Window leakage in clinical EEG machine learning: matched subject-independent evaluation across ADHD and Parkinson cohorts
Burak Aggul
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1930795
Review
Published
Decoding host–microbiome interactions through integrative multi-omics and artificial intelligence: from biological mechanisms to predictive modelling
Gayatri Krishna S. · Narchikundil Reeja · Shemmy Sadanandan · Bhagya Mappurath · Akash Chatterjee · Ginny Antony · Tony Grace
Frontiers in Microbiomes
doi 10.3389/frmbi.2026.1906484
Original Research
Published
Two decades of prescription opioid-related cardiovascular safety signals: a FAERS-based pharmacovigilance study using machine learning
Li Ma · Johnna Berryhill · John Ihrie · Ru Chen · Beverly Lyn-Cook · Paul Rogers · Weigong Ge · Ningning Wu · Huixiao Hong · Weida Tong · Wen Zou
Frontiers in Drug Safety and Regulation
doi 10.3389/fdsfr.2026.1898403
Original Research
Published
Visual cues in MI-BCI induce biases in EEG classification models with deep learning but not with standard machine learning
David Trocellier · Simon Kojima · Bernard N'kaoua · Fabien Lotte
Frontiers in Neuroergonomics
doi 10.3389/fnrgo.2026.1804143
Original Research
Published
A comparative analysis of graph neural networks and classical machine learning for carbapenem-resistance prediction and genomic interpretation in Acinetobacter baumannii
Irfan Sharif Shaik · Morteza Sarmadi
Frontiers in Bioinformatics
doi 10.3389/fbinf.2026.1885813
Review
Published
Explainable artificial intelligence (XAI) in schizophrenia: enhancing transparency in clinical decision-making
Kshitij Srivastava · Ruby Srivastava
Frontiers in Systems Biology
doi 10.3389/fsysb.2026.1898853
Review
Published
AI-driven assessment of forest dynamics and ecosystem services in response to land use change: current progress and future perspectives
Lili Zhao · Xuncheng Fan · Shihong Xiao
Frontiers in Forests and Global Change
doi 10.3389/ffgc.2026.1933500
Hypothesis and Theory
Published
The food-system carbon data layer: integrating automated life-cycle-assessment digital twins into urban digital twins
Mohd Kamil Vakil · Mohamed Yusuf Alkoheji · Shahrukh Ahmad
Frontiers in Built Environment
doi 10.3389/fbuil.2026.1953330
Review
Published
Recent advances in activated carbon magnetic composites (ACMCs): synthesis, characterization, performance as efficient adsorbents and other applications
Zakaria Al-Qodah · Asma Eskhan · Ibrahim Suleiman · Zaid A. Al-Anber · Ahmad T. Shawaqfeh
Frontiers in Chemistry
doi 10.3389/fchem.2026.1931555
Original Research
Published
Integrative bioinformatics screening of a M2 macrophage-associated gene signature for osimertinib resistance
Yajie Huang · Yaozhong Zhang · Jian Shi
Frontiers in Genetics
doi 10.3389/fgene.2026.1928986
Systematic Review
Published
Artificial intelligence for sustainability in fashion and clothing industry: a systematic review of design innovation, production efficiency, consumer engagement, and cultural heritage preservation
Fardus A. Baalamash
Frontiers in Sustainability
doi 10.3389/frsus.2026.1920930
Mini Review
Published
Functional photonic and optoelectronic materials and devices for climate-resilient smart agriculture: a review
Karthika Vishnu Priya Kathula · Murugesan Mohana Keerthi
Frontiers in Materials
doi 10.3389/fmats.2026.1943334
Original Research
Published
Classification of forearm muscle forces for controlling assistive devices
Laxmi Gupta · Naveeta Kharendra · Alok Prakash
Frontiers in Medical Engineering
doi 10.3389/fmede.2026.1942273
Review
Published
Black boxes and petri dishes: AI models for antimicrobial pharmacokinetics, drug properties, and resistance
Jacob K. McPherson · Surbhi Sharma · Biswajit Mishra · Fadi Shehadeh · Eleftherios Mylonakis
Frontiers in Bacteriology
doi 10.3389/fbrio.2026.1926678
Systematic Review
Published
Beyond the hype: an empirical assessment of quantum computing in bioinformatics
Manuel Arcieri · Paolo Zuliani · Giovanni Carotenuto · Meryam Carrus · Tiziana Castrignanò
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2026.1923360
Perspective
Published
From scanner to scalpel: adapting IDEAL for accountable AI in radiology and image-guided neurosurgery
Jasleen Saini · Sunam Jassar · Scott J. Adams · Saira B. Alli · Errol Colak · Jefferson R. Wilson
Frontiers in Radiology
doi 10.3389/fradi.2026.1979076
Original Research
Published
Pathogenic bacteria sensing with tellurium dioxide/cadmium gallium sulfide-assisted surface plasmonic resonance refractive index sensor: a machine learning approach
Rajanidevi Merigala · Sandeep Boddu · Yesudasu Vasimalla · Mallellu Sai Prashanth · Saleh Chebaane · Norah A. M. Alsaif · Sana Ben Khalifa · Bhishma Karki
Frontiers in Sensors
doi 10.3389/fsens.2026.1962401
Original Research
Published
Anticipating user desires: predicting software product feature demand through consumer behavioral analytics
Abdullah A. Aldaeej
Frontiers in Big Data
doi 10.3389/fdata.2026.1931695
Original Research
Published
Development and evaluation of a machine learning based risk prediction model for osteoporosis
Lin Zhou · Qi Zhang · Haijing Wei · Jie Liu · Yongchang Yang
Frontiers in Molecular Biosciences
doi 10.3389/fmolb.2026.1939155
Review
Published
A review on monitoring orthodontic treatment: from traditional approaches to innovative point-of-care tools
Ananya Nair · Prajwal Shetty · M. S. Ravi
Frontiers in Dental Medicine
doi 10.3389/fdmed.2026.1928953
Original Research
Published
Downstream evaluation of synthetic AI-generated T 1 -weighted contrast-enhanced MR images in glioma segmentation and grading
Dimosthenis E. Gkotsis · Adam J. Schwarz · Jan Wolber · Lehel M. Ferenczi · Hongxu Yang
Frontiers in Radiology
doi 10.3389/fradi.2026.1931738
Original Research
Published
Cross-sensor urban land-cover characterization using hyperspectral and multispectral satellite imagery
Sawaid Abbas · Zohaib · Nawai Habib · Faisal Mueen Qamer · Majid Nazeer
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1908768
Original Research
Published
An XGBoost–logistic regression hybrid stacking model for breast cancer outcome prediction
Oyetayo Oyebisi · Winnie Chacha · Femi Amoyedo
Frontiers in Applied Mathematics and Statistics
doi 10.3389/fams.2026.1931146
Original Research
Published
Plasma untargeted metabolomics reveals metabolic signatures associated with epilepsy and anti-seizure medication responsiveness
Zijian Li · Zhen Liang · Juan Ren · Songyan Liu
Frontiers in Molecular Biosciences
doi 10.3389/fmolb.2026.1885513
Original Research
Published
Integrated bioinformatics and single-cell transcriptomics identify mitochondrial dysfunction-driven biomarkers for preeclampsia diagnosis
Lin Lin · Xiaowu Wang · Chengxiu Zhu · Kejun Ye · Dan Zhang · Ruohua Li · Mengjia Peng
Frontiers in Molecular Biosciences
doi 10.3389/fmolb.2026.1922190
Mini Review
Published
Advances in cold atmospheric plasma for water purification: reactive species generation, diagnostics, and degradation of persistent organic contaminants
Amit Kumar · Ysabel Huaccallo-Aguilar · Priyal Dadhich · Uwe Hampel · Sebastian Felix Reinecke
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2026.1909074
Brief Research Report
Published
Routine baseline clinical data do not reliably predict poor first-year myopia control with low-dose atropine: a machine-learning benchmarking study
Karenna Mehta · Robert A. Clark
Frontiers in Ophthalmology
doi 10.3389/fopht.2026.1930814