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 78 articles
Original Research
Published
Tornado damage prediction using machine learning
Zhuoshi Li · Nicoleta Cristea · Partha Sarkar · Dorothy Reed
Frontiers in Built Environment
doi 10.3389/fbuil.2026.1971791
Original Research
Published
Machine learning–based validation of Human Phenotype Ontology (HPO) terms for systemic autoinflammatory diseases using the Eurofever Registry: the ODINO project
Caterina Matucci-Cerinic · Giacomo Cavalca · Matteo Vergani · Roberta Caorsi · Marielle van Gjin · Guilaine Boursier · Eugenia Mosci · Giovanni Fiorito · Paolo Uva · Marco Gattorno
Frontiers in Immunology
doi 10.3389/fimmu.2026.1936099
Systematic Review
Published
Enhancing university network security through ML-based detection of DDoS and ARP spoofing attacks: a systematic review
Kirungi Richard · Bashir Olaniyi Sadiq · Venkateswarlu Maniniti
Frontiers in Computer Science
doi 10.3389/fcomp.2026.1900515
Original Research
Published
Machine learning-based modeling of soil respiration components across four forest types in a subtropical mountainous forest with implications for modeling strategies and hydrothermal controls
Nan Deng · Yaqin Xiao · Fengfeng Ma · Yuxin Tian
Frontiers in Forests and Global Change
doi 10.3389/ffgc.2026.1972229
Original Research
Published
Machine learning-assisted noise characterization and entanglement verification in superconducting qubits
Radhakrishnan Delhibabu
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1869591
Review
Published
Advances in artificial intelligence-driven MRI research in Alzheimer’s disease
Lihua Deng · Yan Zeng · Peiling Ou · Suyi Zhou · Yu Gou · Cong Huang
Frontiers in Neurology
doi 10.3389/fneur.2026.1943265
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
Substrate secondary structure is associated with proteasomal cleavage propensity
Matheus De Bastos Balbé Gutierres · Finn Beruldsen · Dinler Amaral Antunes · Gustavo Fioravanti Vieira
Frontiers in Bioinformatics
doi 10.3389/fbinf.2026.1730535
Systematic Review
Published
Meta-analysis of AI posture recognition for work-related musculoskeletal disorders prevention in occupational activities: comparison between untransformed, logit and Freeman-Tukey transformed performance
Philippe Gorce · Julien Jacquier-Bret
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1933096
Review
Published
A comprehensive review of AI-driven water-quality monitoring and prediction: advances, challenges, and future directions
K. Yukesh Kumar · P. Kumaresan
Frontiers in Water
doi 10.3389/frwa.2026.1946412
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
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
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
Original Research
Published
One-month-ahead river discharge forecasting using machine learning and limited hydrometeorological data: the Karatoya-Atrai River basin, Bangladesh
Khaled Mahamud Khan · Md. Nazrul Islam · Bo Wang
Frontiers in Water
doi 10.3389/frwa.2026.1917644
Review
Published
Artificial intelligence and obstetric anesthesia: a scoping review
Maeve F. Givens · Edward Rodriguez Caceres · Rohan Jotwani · John E. Rubin · Peter A. Goldstein · Robert S. White
Frontiers in Anesthesiology
doi 10.3389/fanes.2026.1896595
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
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
Systematic Review
Published
Predictive accuracy of peptide–target interaction models in drug discovery: a systematic review and meta-analysis
William J. Waldock · Ahmad Guni · Ara Darzi · Cesar de la Fuente-Nunez · Hutan Ashrafian
Frontiers in Drug Discovery
doi 10.3389/fddsv.2026.1894745
Original Research
Published
Factors associated with prior pregnancy loss among multigravid women: a retrospective machine learning analysis from an African population cohort
Patricia Nabisubi · Timothy Mwanje Kintu · Mugume Twinamatsiko Atwine · James Bumba · Lawrence Muwonge · Herbert Agasi · Davis Kiberu · Julius Okwir · Fredrick Elishama Kakembo · Daudi Jjingo · Annettee Nakimuli · Ronald Galiwango
Frontiers in Global Women's Health
doi 10.3389/fgwh.2026.1803064
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
Statistical and machine learning analysis of fiscal and monetary policy determinants of human development in high-HDI countries
Andre Amaral · Taysir E. Dyhoum · Mnerh Alqahtani · Amirah S. Alharthi · Hassan M. Aljohani
Frontiers in Human Dynamics
doi 10.3389/fhumd.2026.1874322
Original Research
Published
Voluntary disclosure, banking stability, and AI-augmented forensic accounting: an exploratory econometric and machine-learning study of Palestinian banks
Bahaa Subhi Razia · Najwan Ibrahim Jadallah · Qasim Zureigat · Reem Khamis · Bahaa Subhi Awwad
Frontiers in Big Data
doi 10.3389/fdata.2026.1914133
Review
Published
AI and silkworm biomanufacturing: a new paradigm for malaria therapeutics access
Anthony Pilorget · Sospeter Ngoci Njeru · Damaris Matoke-Muhia · Christophe Loizel
Frontiers in Malaria
doi 10.3389/fmala.2026.1909034
Review
Published
Artificial intelligence and computational methods in the Asia-Pacific pharmacovigilance landscape: a systematic review
Gita Kusnadi · Grace Wangge · Arif Perdana
International Journal of Public Health
doi 10.3389/ijph.2026.1610026
Review
Published
Explainable machine learning for predicting treatment outcomes in female genital schistosomiasis and HIV co-morbidity: a narrative review and translational framework
David Chinaecherem Innocent · Rejoicing Chijindum Innocent · Increase Praise Innocent
Frontiers in Tropical Diseases
doi 10.3389/fitd.2026.1894145
Original Research
Published
Simultaneous retrieval of 13 phytoplankton pigments from Sentinel-3 OLCI using convolutional neural networks and transfer learning
Borja Sánchez-López · Marco Talone · Jesus Cerquides · Annalisa Di Cicco · Gonzalo Martínez-Fornos · Petra Slavinec
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1880618
Review
Published
Machine learning-enabled formulation development of implantable drug delivery systems for precision medicine: from ocular and cochlear implants to personalized therapeutics
Rohini Ganvenwaer · Shaktiprasad Pradhan · Kranti Jadhav · Kuldeep Vinchurkar · Rohit Ramesh Doke
Frontiers in Biomaterials Science
doi 10.3389/fbiom.2026.1927008
Original Research
Published
HyperIDS: a hypergraph learning and quantum-inspired transformer ensemble framework for IoT intrusion detection
Samayank Goel · Logeswari Govindaraj · Tamilarasi Kathirvel Murugan
Frontiers in Big Data
doi 10.3389/fdata.2026.1901121
Editorial
Published
Editorial: Decoding SLE with machine learning: new tools to change the future of this rare condition
Martina Cozzi · Maria Infantino · Paola Berchialla
Frontiers in Lupus
doi 10.3389/flupu.2026.1930854
Mini Review
Published
From small molecules to oligonucleotides: artificial intelligence for RNA-targeted drug discovery
Qingwen Chen
Frontiers in Chemical Biology
doi 10.3389/fchbi.2026.1915343
Review
Published
Exposome influences: a multi-omics perspective on the combined toxic effects of pharmaceuticals and personal care products in Alzheimer’s disease
İ. İpek Boşgelmez · Beyza Mertaş · Hayrunnisa Deliser
Frontiers in Toxicology
doi 10.3389/ftox.2026.1871830
Original Research
Published
Development and internal validation of a machine learning-based clinical decision support tool for surgical intervention in degenerative lumbar spondylolisthesis: a retrospective MRI study
Jie Ma · Hengjun Wang
Frontiers in Musculoskeletal Disorders
doi 10.3389/fmscd.2026.1919288
Technology and Code
Published
Personalized comfort settings in positive airway pressure machines using a causal inference approach: a retrospective observational analysis
Chinh Nguyen · Himani Jayawardane · Hussein Emami · Nathan Liu · Bhavana Achary · Jeff Armitstead · Alison Wimms
Frontiers in Sleep
doi 10.3389/frsle.2026.1883557
Review
Published
Artificial intelligence and machine learning in cochlear implant rehabilitation: a narrative review of outcome prediction, speech enhancement, and therapy-support applications
Amulya Sathish · Hanna Ehlert
Frontiers in Audiology and Otology
doi 10.3389/fauot.2026.1922746
Review
Published
Toward predictable hydrochar properties at scale: a critical review of design of experiments-guided machine learning in hydrothermal carbonization
Faiçal El Ouadrhiri · Amal Lahkimi
Frontiers in Chemical Engineering
doi 10.3389/fceng.2026.1883652
Original Research
Published
Enhancing IoT botnet detection with explainable ensemble learning
Linda Joseph · Sambath M. · Vivekanandan M.
Frontiers in Big Data
doi 10.3389/fdata.2026.1811967
Original Research
Published
Spectral analysis and AI/ML-based data-driven approaches for enhanced protein conformation selection and prediction in drug discovery
Shivangi Gupta · Vineetha Menon · Jerome Baudry
Frontiers in Drug Discovery
doi 10.3389/fddsv.2026.1805731
Review
Published
Decoding the rhizosphere microbiome against Sclerotium rolfsii: integrating multi-omics and AI-driven predictive models
Arpita Das · Praveen Boddana · Priyanka Paul · Padripta Banerjee · Siddhartha Das
Frontiers in Microbiomes
doi 10.3389/frmbi.2026.1884781
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
Beyond one drug–one target: AI-guided discovery of multi-target antiviral therapeutics
Vrinda Gupta · Sahil Sharma · Vikrant Abbot · Rohit Bhatia · Neeraj Choudhary · Dinesh Kumar
Frontiers in Virology
doi 10.3389/fviro.2026.1853552
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
Systematic Review
Published
Technological solutions to the challenges of scaling up aquaponic systems: a comprehensive approach
Yenitze Elizabeth Fimbres-Acedo · Aakash Chawade · Samar Khalil
Frontiers in Aquaculture
doi 10.3389/faquc.2026.1868084
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
Original Research
Published
Predicting tensile properties of sub-sized nuclear materials using data augmentation strategies on imbalanced and sparse datasets
Altynay Smagulova · Aleksandar Vakanski · John W. Merickel · Isshu Lee · Charith Purushotham · Yalei Tang · Alberto E. Cerpa · Fei Xu · Rongjie Song
Frontiers in Manufacturing Technology
doi 10.3389/fmtec.2026.1811951
Review
Published
Artificial intelligence in seafood: enhancing logistics management for a smarter supply chain
Abhilash Sasidharan · Jims Anupama · Felix M. Philip · Athul Ajay · Adarsh M. Joshy · Sarasan Sabu · Kappat Valiyapeediyekkal Sunooj
Frontiers in Ocean Sustainability
doi 10.3389/focsu.2026.1716480
Systematic Review
Published
Hospital efficiency assessment: a systematic review of DEA and hybrid DEA–machine learning approaches
Nesrin Alkan · Ubeyde Kaan Koluk · Bilal Baris Alkan · Alper Sinan
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1820803
Original Research
Published
Glioma identification from microRNA biomarkers using machine learning
Rakesh Kanth Andugala · Alyson Cieslik · Maria Braoudaki · Iosif Mporas
Frontiers in Systems Biology
doi 10.3389/fsysb.2026.1771910