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 100 articles
Original Research
Published
Development and validation of predictive models for the hemodialysis adequacy index (Kt/V) using multiple linear regression and machine learning algorithms
Le-le Li · Rui-feng Xu · Liang-liang Huang · Bing-ru Lu · Shu-ting Zhang · Ya Tuo · Hui-qing Liu · Rui Ren · Shu-fang Wang · Ming-xia Sun · Xiao-tong Zhang · Jian-rong Zhao · Lei Yu · Yan Meng
Frontiers in Digital Health
doi 10.3389/fdgth.2026.1771806
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
Original Research
Published
A clinical-deep learning model for prolonged length of stay following endovascular aortic repair
Changfu Hu · Tao Bai · Xiao Qin · Kangsui Tang · Tao Peng · Qingbo Yang · Minkang Jiang · Lin Zhang
Frontiers in Cardiovascular Medicine
doi 10.3389/fcvm.2026.1867707
Original Research
Published
Interactive and inspectable LLM planning for human-in-the-loop EV battery disassembly
Marta Pedretti · Cesar Alan Contreras · Rustam Stolkin · Alireza Rastegarpanah · Roberto Pagani
Frontiers in Robotics and AI
doi 10.3389/frobt.2026.1916454
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
Review
Published
Dynamic dopamine signaling, prediction error, and microcircuit mechanisms in stress-induced depression-like behaviors
Ashraf Mahmud · Ljupcho Efremov
Frontiers in Cell and Developmental Biology
doi 10.3389/fcell.2026.1948686
Conceptual Analysis
Published
Inclusive musical environments in educational contexts: a conceptual framework for equity, participation, and student wellbeing
Lorena Alleres-Otero · Cristina Honrubia-Montesinos · Luisa Losada-Puente · Pedro Gil-Madrona
Frontiers in Psychology
doi 10.3389/fpsyg.2026.1923071
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
CyberShield analytics: SHAP-guided stacking ensembles for organizational risk resilience
Sadiya Chowdhury · Abdullah Al Imtihan
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1878587
Original Research
Published
A systematic benchmarking pipeline for demand forecasting and inventory-aware supply chain decision support
Suleiman Ali Alsaif
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1936360
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
Marine litter in the Mediterranean: observation-based Lagrangian particle tracking
Santiago Bravo · Eugenia Pasanisi · Svitlana Liubartseva · Giovanni Coppini · Alice Madonia · Igor Ruiz Atake · Marta Azzolin · Lara Carosso · Matteo Costantino · Roberto Crosti · Nathalie Di Meglio · Marianna Farina · Natalia Fraija-Fernández · Martina Gregorietti · Francesca Grossi · Léa David · Fulvio Maffucci · Raúl Míguez-Lozano · Marco Pecoraro · Juan Antonio Raga · Marine Roul · Elena Santini · Gianluca Sarà · Paola Tepsich · Roberta Teti · Morgana Vighi · Antonella Arcangeli
Frontiers in Marine Science
doi 10.3389/fmars.2026.1936698
Original Research
Published
Multi-source data integration and ensemble machine learning analysis of the role of Corilagin in regulating endoplasmic reticulum stress and alleviating intestinal ischemia reperfusion injury in mice
Zhiyang Wang · Qin Han · Lijie Pang · Siyang Zheng · Xin Wang · Bin Tian · Kun Li · Bin Li · Feng Qiu · Yunpeng Diao · Ruqiang Yuan
Frontiers in Pharmacology
doi 10.3389/fphar.2026.1966534
Review
Published
Beyond the light-driven pacemaker: the suprachiasmatic nucleus as a dynamic coordinator of environmental cues
Tao Zhang · Kai Huang · Jing Yu · Shaojun Wu · Qiaocheng Zhai
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1937340
Review
Published
Investigating protein conformational ensembles by native mass spectrometry and complementary biophysical techniques—the case of α-synuclein
Stefania Brocca · Erika Ponzini · Carlo Santambrogio · Rita Grandori
Frontiers in Biophysics
doi 10.3389/frbis.2026.1887194
Original Research
Published
Reliability-aware ensemble recommendation for open-network commerce: a dual-metric framework for jointly evaluating ranking accuracy and serving correctness
Rish Praveen S · Vani Rajasekar
Frontiers in Big Data
doi 10.3389/fdata.2026.1911540
Original Research
Published
Optimizing temperature prediction in automotive lithium-ion battery discharge cycles using machine learning and SHAP analysis
Anuj Prajapati · Sandeep G. Thorat · Gajanan Pradhan · Swapnil Gund · Prashant Paraye · Vardan Singh
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1949090
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
Original Research
Published
Context-dependent protein structure prediction analysis and complex stoichiometry inference with MultimerMapper
Elvio Rodríguez Araya · Esteban Serra
Frontiers in Bioinformatics
doi 10.3389/fbinf.2026.1914731
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
Concomitant acromioplasty is associated with enhanced structural healing, long-term durability, and functional outcomes in arthroscopic rotator cuff repair: a retrospective propensity score and causal machine-learning analysis
Yucheng Song · Liang Zhao · Can Liu · Yijun Wang
Frontiers in Bioengineering and Biotechnology
doi 10.3389/fbioe.2026.1840528
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
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
Original Research
Published
Molecular characterization and pathogenicity stratification of YWHAG missense variants in developmental and epileptic encephalopathy
Wen-Hui Liu · Juan Zhou · Zhong-Yan Zhu · Qian-Ru Wen · Si-Qi Zhang · Yan Ding · Heng Meng
Frontiers in Genetics
doi 10.3389/fgene.2026.1875740
Original Research
Published
Explainable AI for phishing URL detection: a Bayesian-optimized stacking ensemble framework with SHAP-guided feature learning
Hafiz Aziz Khan · Sonia Akter · Abdur Rahman Lindon · Taslima Akter · Iftekhar Rasul · Mamunur Rahman · Nasrin Akter Tohfa · Iftekhar Hossain
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1854934
Original Research
Published
Modulation of quasi-biennial oscillation by volcanic sulfate aerosols
Prashant Chavan · Suvarna Fadnavis · Anton Laakso · Jean-Paul Vernier · Simone Tilmes · Chandran P. R. Satheesh · Vijay Sagar · Rolf Müller
Frontiers in Environmental Science
doi 10.3389/fenvs.2026.1831183
Original Research
Published
Data-driven water quality mapping of urban water bodies for sustainable cities and communities: integrating smartphone sensing and geographic information systems—a case study of Beira Lake, Sri Lanka
Niroshan Sanjaya Bandara · Amila Buddhika Jayasinghe · Günther Retscher
Frontiers in Sustainability
doi 10.3389/frsus.2026.1928065
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
IoT-enabled ensemble learning for sustainable wastewater valorization: a fuzzy goal programming approach with multi-objective optimization
Jame Sibiniyaz John · Ezhilmaran Devarasan
Frontiers in Applied Mathematics and Statistics
doi 10.3389/fams.2026.1932938
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
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
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
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
Age- and sex-divergent neurodevelopmental patterns revealed through structural magnetic resonance imaging features
O. Kabenova · R. Zhulduzbayev · I. Brak · B. Kerimkulov · R. Siugzdaite · A. Kustubayeva
Frontiers in Neuroanatomy
doi 10.3389/fnana.2026.1906618
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
Original Research
Published
Development and validation of machine learning models for predicting rehabilitation non-response after knee arthroplasty
Niclas J. Hubel · Ferdinand Prüfer · Walter Bily · David Schneider · Bernhard Holzner · Michael J. Fischer · Vincent Grote
Frontiers in Rehabilitation Sciences
doi 10.3389/fresc.2026.1930836
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
Modeling forest soil organic carbon dynamics under seasonal freeze–thaw cycles: implications for carbon sequestration in cold-region forest ecosystems
Tong Gao · Xingyu Jiang · Jiaqi Zhou · Yaoxiang Li · Xibin Dong
Frontiers in Forests and Global Change
doi 10.3389/ffgc.2026.1939588
Original Research
Published
Climatic suitability assessment of pistachio (Pistacia vera L.) under current and future climate scenarios in the Mediterranean Region
Bader Ijaz · Marta Debolini · Antonio Trabucco · Valentina Mereu · Theodoros Mavrommatis · Donatella Spano
Frontiers in Agronomy
doi 10.3389/fagro.2026.1965432
Original Research
Published
Entropy-Guided Jaya optimization for robust feature selection in high-dimensional network attack detection
Geeta Singh · Neelu Khare
Frontiers in Communications and Networks
doi 10.3389/frcmn.2026.1886520
Original Research
Published
The medial prefrontal cortex is required for prospective navigation in spatial sequential memory
Jihyun Lee · Eunsol Cho · Yong Sang Jo
Frontiers in Behavioral Neuroscience
doi 10.3389/fnbeh.2026.1930201
Original Research
Published
Artificial intelligence modeling of small molecule pharmaceutical solubility in supercritical fluid and comparative analysis under temperature and pressure variations
Haolin Wu · Hadil Faris Alotaibi · Ahmed Salah Fahem · Saeed Shirazian
Frontiers in Chemistry
doi 10.3389/fchem.2026.1947884
Original Research
Published
Comparative evaluation of active learning, random sampling, and deep learning for smart contract vulnerability detection
Gabriel Avelino Sampedro · Cheng Yanhui · Arlene Caballero · Made Adi Paramartha Putra · Nyoman Bogi Aditya Karna · Indriati
Frontiers in Blockchain
doi 10.3389/fbloc.2026.1882027
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
Original Research
Published
Hierarchical spectral ensemble with physics-informed augmentation for global water quality retrieval from hyperspectral remote sensing
Amirthalakshmi TM · Hemanth S · Ganesan PV · Rahul SG · Gayathri M
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1860176
Original Research
Published
Revisiting ENSO teleconnections in the boreal winter
Carolyn Emerson · Vasubandhu Misra · C. B. Jayasankar
Frontiers in Climate
doi 10.3389/fclim.2026.1830449
Original Research
Published
Hydrologic modeling in mountainous terrains with monsoonal climate: Do gridded precipitation data improve streamflow simulations?
Pasquinel de la Fraga · Enrique R. Vivoni · Yalina Montecelos-Zamora · Francisco José Del-Toro-Guerrero · Tereza Cavazos · Thomas Kretzschmar
Frontiers in Water
doi 10.3389/frwa.2026.1788195