Review
Published
A review on advances in chemical compound toxicology prediction
Ahmed Hagag · Nada A. Elsayed · Ibrahim Abdelbaky
Frontiers in Bioinformatics
doi 10.3389/fbinf.2026.1974935
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Articles
Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 59 articles
Original Research
Published
Association of NT-proBNP/LVEF with angiographic coronary disease burden in acute myocardial infarction: a retrospective study with machine learning analyses
Zhongxin Li · Jiantong Hou · Linqing Li · Xianzhao Zhang · Qingrong Ji
Frontiers in Cardiovascular Medicine
doi 10.3389/fcvm.2026.1964997
Review
Published
Artificial intelligence - driven toxicogenomics for predictive environmental and pharmaceutical safety
Mohammed Monirul Islam · Sibghatullah Muhammad Ali Sangi · Girish Meravanige · Sreeharsha Nagaraja · Muhammad Shahzad Chohan · Md Khalid Anwer · Ashesh Gurung
Frontiers in Genetics
doi 10.3389/fgene.2026.1858338
Original Research
Published
A brain functional network framework based on EEG connectivity for major depressive disorder recognition
Min Fang · Tian-ao Cao · Jionghang Wu · Huixin Liu · Jijun Tong · Zhengkui Chen
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2026.1930925
Original Research
Published
DepressNet: an interpretable machine learning framework for depression severity stratification using psychometric data
Anika Rahman · Fahmid Al Farid · Md Humaion Kabir Mehedi · Jia Uddin · Hezerul Bin Abdul Karim
Frontiers in Computer Science
doi 10.3389/fcomp.2026.1901490
Original Research
Published
Footprint to prediction: low-cost, three-class foot arch screening using a Harris mat
Hariprasad Ramachandran · Srivardan Balu · Kaushik Ramakrishna Haran · Sanjay Murugan Selvi · Sharmila Nageswaran
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1849098
Original Research
Published
Natural language processing for suicidal behavior detection in short Spanish clinical notes from first-contact interviews
Juan Carlos Villagomez-Garcia · Juan Martínez-Miranda · Ansel Y. Rodríguez-González
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1919962
Original Research
Published
Bridging the performance–efficiency gap: a resource-efficient hybrid DL-ML framework for jackfruit disease detection
Rittik Chandra Das Turjy · Fahmid Al Farid · Md. Hasan Imam Bijoy · Sarbajit Paul Bappy · Amir Sohel · Jia Uddin · Hezerul Bin Abdul Karim
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1884567
Original Research
Published
Subject-independent classification of ADHD from pediatric EEG: a leakage-aware deep learning framework with interpretable neurophysiological mapping
M. Geethapriya · Kalyanaraman Pattabiraman
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1925266
Original Research
Published
A feature-optimized EEG framework using multiscale entropy and metaheuristic optimization for cognitive analysis
Keerthika N. · Kiruthika V.
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1888234
Original Research
Published
Hybrid semantic-lexical framework for ambiguity detection in software requirements using TF-IDF, character n-grams, and SBERT
Fariha Khalid · Muhammad Yaseen · Muhammad Awais Sattar · Abdelhamid Ghoul · Aida Mustapha
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1901190
Original Research
Published
Vibration–current multimodal fusion for within-batch recognition of predefined component faults of a high-pressure abrasive waterjet machine tool
Guorong Zhang · Chenlong Zhang · Hong Jiang · Xiyang Zhang · Yan Wang · Xinbin Bao
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1970496
Original Research
Published
Eye-movement-based machine learning for identifying Parkinson’s disease dementia in a retrospective cohort: an interpretable model-development study
Jing Wu · Qing Liu · Song Yang · Yuqing Zhang · Yuanlu Shu · Junwen Wang · Min Wu · Tian Tian
Frontiers in Aging Neuroscience
doi 10.3389/fnagi.2026.1935091
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
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
Original Research
Published
Therapeutic prospects of Annona crassiflora based on in vitro and in silico approaches
Lúcia Pinheiro Santos Pimenta · Gisele Avelar Lage · José Dias de Souza Filho · Alan Rodrigues Teixeira Machado · Vera Lúcia Almeida · Júlio Cesar Dias Lopes
Frontiers in Natural Products
doi 10.3389/fntpr.2026.1907968
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
A high-precision synchronization and centroid-based framework for single-trial decoding of perceived natural speech
Cristian Y. Olivares · Norelli Schettini
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1947069
Original Research
Published
Machine learning-based prediction of soil aggregate stability for sustainable land management in the eastern Himalayan region of India
Suryakant Gupta · Prachi Yadav · Jagabandhu Panda · Kiran Bala Behura · Subhankar Ghosh · Laishram Kanta Singh · Sougrakpam Roma Devi · Mainak Ghosh · Amulya Kumar Mohanty · Prasanta Kumar Pathak
Frontiers in Soil Science
doi 10.3389/fsoil.2026.1937878
Systematic Review
Published
Forecasting sports outcomes through machine learning
Andres Gregori · Ivan Reyes-Pedroza · Ari Yair Barrera-Animas · Julieta Noguez · David Escobar-Castillejos
Frontiers in Computer Science
doi 10.3389/fcomp.2026.1883327
Review
Published
Performance, sustainability, and machine learning of UHPC with coarse aggregates: a critical review
S. K. Madhumitha · A. Abdul Rahim
Frontiers in Built Environment
doi 10.3389/fbuil.2026.1903555
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
Original Research
Published
Identifying mounting behaviour in boars using deep learning-based instance segmentation and binary classification - a pilot study
Harry Aricibasi · Jessica Bode · Renée Bergeron · Dan Tulpan
Frontiers in Bioinformatics
doi 10.3389/fbinf.2026.1869902
Review
Published
Tracing the geographical origin of forest-sourced medicinal materials by hyperspectral imaging: a critical review for smart forestry
Ming Ding · Zhengwei Chen · Haili Gao · Lijuan Chen · Sufang Han
Frontiers in Forests and Global Change
doi 10.3389/ffgc.2026.1921308
Original Research
Published
Slice-level vs. volumetric radiomics for molecular subtyping of breast cancer: impact of patient-level data partitioning on model performance
Laila El Jiani · Zouheir Banou · Fatima Zahra Alaoui · Hasnae Sakhi · El Habib Benlahmar · Sanaa El Filali
Frontiers in Radiology
doi 10.3389/fradi.2026.1915426
Original Research
Published
Multi-temporal land use/land cover dynamics (2005–2025) and machine learning algorithm comparison in and around kruger national park
Oscar Z. Gwala · Mohammed B. Altoom · Abel Rameolo · Michael Gebreslasie
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1915380
Original Research
Published
UAV multisensor data and GAMLSS improve forage biomass estimation in Cerrado integrated crop–livestock pastures
Gabriella Santos Arruda de Lima · Manuel Eduardo Ferreira · Luis Rodrigo Fernandes Baumann · Fernanda Mara Cunha Freitas · Pedro Luiz Oliveira Almeida Machado · Antônio Vitor Resende Silva · Selma Nakamoto Koakuzu · Mellissa Ananias Soler da Silva · Márcia Thaís Melo Carvalho · Micael Moreira Santos · Beata Emoke Madari
Frontiers in Agronomy
doi 10.3389/fagro.2026.1923984
Original Research
Published
A new high-accuracy QSAR model based on ultra-curated data for predicting thyroid receptor-related endocrine activity
Emel Ay-Albrecht · Zlatomir Todorov · Franklin J. Bauer · Marie Darracq-Ghitalla-Ciock · Carole Charmeau-Genevois · Satinder S. Sarang · Paul C. Thomas
Frontiers in Toxicology
doi 10.3389/ftox.2026.1852502
Original Research
Published
Predictive value of an AI model integrating MRI radiomics and clinical features for early recurrence of hepatocellular carcinoma prior to radiofrequency ablation
Beibei Zhang · Wenhua Li · Jing Tang · Ruixin Li · Xiao Wang · Xiaoming Liu · Tianran Li
Frontiers in Radiology
doi 10.3389/fradi.2026.1824091
Original Research
Published
Ultrasound echo envelope statistics to differentiate glioblastoma multiforme from normal brain tissue ex vivo: a proof-of-concept study
Jagruti M. Patil · Mihir Agarwal · Shilpa Rao · Vikas Vazhayil · Hardik J. Pandya · Anita Mahadevan · Himanshu Shekhar · Karla P. Mercado-Shekhar
Frontiers in Acoustics
doi 10.3389/facou.2026.1882624
Original Research
Published
Integrating molecular dynamics and machine learning to identify potential apo-state conformational and solvent-exposure signatures associated with resistant KRAS mutants
Katarzyna Mizgalska · Konstancja Urbaniak · Denis J. Imbody · Eric B. Haura · Wayne C. Guida · Sergio Branciamore · Aleksandra Karolak
Frontiers in Chemical Biology
doi 10.3389/fchbi.2026.1900407
Original Research
Published
Estimation of GPP in northern hemisphere terrestrial ecosystems based on light use efficiency model and chlorophyll fluorescence
Ziwei Deng · Meizhen Xiang · Shudan Chen
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1888267
Original Research
Published
A machine learning framework for predictive interpretation of variants of uncertain significance in hereditary cancer
Nayeema Nizamuddin · Soham Biswas · Akshaykumar Zawar · Poonam Deshpande · Layal Yasin · Prashanth N. Suravajhala
Frontiers in Systems Biology
doi 10.3389/fsysb.2026.1828263
Original Research
Published
Comparative machine learning classification of a heterogeneous Ramsar wetland using Sentinel-1 and Sentinel-2 imagery with quantity and allocation disagreement diagnostics
Cornelia Chifurira · Erwin Sieben · Irvin Shandu · Sifiso Xulu
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1814582
Original Research
Published
Soil texture classification and mapping in semi-arid regions using machine learning and EnMAP hyperspectral data
Hassan Mosaid · Ahmed Barakat · Mohamed Bayad · Nora Ezouitine · Soufiane Hajaj · Hassan Ouakhir · Mohammed Hssaisoune · Khalid El Bahjaouy · Mohamed El garnaoui · Lhoussaine Bouchaou · El Houssaine Bouras
Frontiers in Soil Science
doi 10.3389/fsoil.2026.1864901
Review
Published
AI/ML enabled smart battery management systems in electric vehicles
Mohammad Waseem
Frontiers in Batteries and Electrochemistry
doi 10.3389/fbael.2026.1883201
Original Research
Published
Machine learning approach for predicting the severity risk of obstructive sleep apnea syndrome
Qi Wang · Xiaoyu Yang · Shuran Xu · Haohao Wu · Guixuan Wang · Huixian Liu · Ronghua Chen · Fengming Xu · Cheng Wang · Kang Du
Frontiers in Big Data
doi 10.3389/fdata.2026.1832790
Review
Published
Artificial intelligence in soil microbiome-driven agriculture: from practical limits to a translational roadmap
Acharya Balkrishna · Priyanka Chaudhary · Shelly Singh · Anishka Saini · Aditi Kumari · Khushi Ishika Mahato · Vedpriya Arya
Frontiers in Microbiomes
doi 10.3389/frmbi.2026.1860559
Original Research
Published
Comparative evaluation of machine learning algorithms for integrated wetland modelling within a geospatial big data environment in Driefontein Grasslands of Zimbabwe
Nobert Tafadzwa Mukomberanwa · Ellen Boys · Last Keche · Kgabo Humphrey Thamaga
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1883314
Original Research
Published
Deep learning and body composition model for predicting postoperative complications in colorectal cancer
Ding Ding · Ran Xuan · Rui Li
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1817439
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
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
TC2-Res: a structured fusion of tract-level and connectome-level brain imaging in small-sample cohorts of athletes
Yang Shi · Lixian Chen · Mingxuan Huang · Zhiqi Huang · Jiayu Ou · Junwei Zeng
Frontiers in Neuroanatomy
doi 10.3389/fnana.2026.1841420
Original Research
Published
Decoding basal ganglia motor circuit dysfunction from handwriting: a physics-informed neural signal interpretation framework for Parkinson's disease screening
Krishnan Batri · S. Lakshmi · Salabat Khan · Zeshan Iqbal · Mohammad Alhefdi · Ghada Atteia · Sivaram Murugan
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1814920
Original Research
Published
Detection of bacterial and viral pneumonia in pediatric chest radiographs using fusion of mediastinum and lung imaging biomarkers
Sukanta Kumar Tulo · Shilpi Ruchi Kerketta · O. Rahul Manohar · Pramod Martha
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1831207
Original Research
Published
Quantitative investigation on working memory patterns through EEG based on visual attention task for children with learning disability
S. Vidhusha · S. Karthika · N. Sahana · A. Sabari Srinivas · Shitharth Selvarajan · Nithya Rekha Sivakumar · Sumendra Yogarayan
Frontiers in Systems Neuroscience
doi 10.3389/fnsys.2025.1687354
Original Research
Published
A hybrid deep feature-ensemble learning framework for robust tomato leaf disease classification using DenseNet121-EfficientNetB0 integration and SMOTE-optimize multi-classifier
Omobayo Ayokunle Esan · Dorcas Oladayo Esan
Frontiers in Horticulture
doi 10.3389/fhort.2026.1762580
Review
Published
Breaking barriers in male infertility: the power of artificial intelligence-driven solutions
Laura Ibañez Vazquez · Natalia Pérez Romero · Daniel Tueti Silva · Sarelis Infante · Claudia González-Santander · Irene De La Parra · Isabel Galante Romo · Juan A Gómez Rivas · Jesús Moreno Sierra
Frontiers in Urology
doi 10.3389/fruro.2026.1719894