Academic Articles & Research Papers

Comparative safety signal prioritization of CDK4/6 inhibitors in breast cancer: a FAERS pharmacovigilance, machine learning, and clinical contextualization study.

Fan L, Liu S, Tang Y, Han X et al. • Frontiers in pharmacology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fphar.2026.1889178 PMC: PMC13534059

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A multiscale geospatial analysis integrating explainable machine learning to characterize spatial disparities in melanoma mortality associated with environmental justice and healthcare access in the contiguous United States.

Song H, Tian C, Ye X, Li Q et al. • Frontiers in public health (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fpubh.2026.1866117 PMC: PMC13538888

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A robust machine learning framework for detecting temporal drift in financial fraud prevention.

Zuberi N, Rahman MM, Rashid SU, Ahsan MN et al. • Scientific reports (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41598-026-58285-5 PMC: PMC13542085

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Predicting Cesarean Section Delivery in the United States Using Machine Learning: Population-Based Retrospective Study.

Yang Y • JMIR formative research (2026)

PMC PMC Public Access (View-Only) DOI: 10.2196/94172 PMC: PMC13545532

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Geographic authentication of premium tobacco extracts using machine learning models trained on LC-HRMS fingerprints.

Xu XJ, Wang M, Li XP, Zhang WC et al. • Frontiers in molecular biosciences (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fmolb.2026.1898152 PMC: PMC13558206

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Climate-stratified assessment of PM2.5 using machine learning: Geographic controls dominate meteorological factors.

Utsho SK, Fahim MR, Samsudin R • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0347591 PMC: PMC13568498

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Explainable machine learning for breast cancer prediction in resource-constrained settings: A multi-algorithmic framework integrating shap-based transparency with clinical decision support.

Bamodu OA, Nezam S, Chung CC • PLOS digital health (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pdig.0001706 PMC: PMC13568489

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Simultaneous Preoperative Prediction of Locally Advanced Breast Cancer, DCIS Component, and Multifocality Using Structured Mammographic Features and Gradient-Boosting Machine Learning.

Raeiskarimi S, Saeedi-Moghadam M, Zarei F, Zeinali-Rafsanjani B • Diagnostics (Basel, Switzerland) (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/diagnostics16172744 PMC: PMC13565683

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Tracing settlement dynamics in Latium vetus: Explainable machine learning perspectives from the Bronze to the Early iron age.

Alessandri L • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0357054 PMC: PMC13580991

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Predicting the status of 35 sustainable development goal indicators in Indian villages: a semi-supervised machine learning approach for precision public policy.

Ko S, Bijral AS, Singh A, Blossom JC et al. • The Lancet regional health. Southeast Asia (2026)

PMC PMC Public Access (View-Only) DOI: 10.1016/j.lansea.2026.100852 PMC: PMC13578475

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From data to decisions: The role of machine learning in precision ecological restoration.

Ahmed Z, Gui D, Liu Q, Murtaza G et al. • Ecological applications : a publication of the Ecological Society of America (2026)

PMC PMC Public Access (View-Only) DOI: 10.1002/eap.70305 PMC: PMC13584849

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Machine learning forecasts suggest a concentration paradox in international student mobility to the United Kingdom.

Neville R, Rowe F, Zagheni E • Nature communications (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41467-026-77425-z PMC: PMC13586154

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Uncovering traditional retail location competition with machine learning: The role of urban environments in light-asset and capital-intensive formats.

Tan Y, Song J, Zhao G, Bai Y et al. • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0358597 PMC: PMC13592615

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Age-adjusted machine learning identifies facial skin microbes associated with skin quality among Korean women.

Park S, Kim H-B, Ahn H, Lee G et al. • mSystems (2026)

PMC PMC Public Access (View-Only) DOI: 10.1128/msystems.00840-26 PMC: PMC13595949

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Nonlinear Association of Length of Stay with In-Hospital Mortality in Alzheimer's Disease Hospitalizations: Admission-Only vs. Inpatient-Course Prediction Using Explainable Machine Learning.

Alkam T, Tarshizi E, Van Benschoten AH • Geriatrics (Basel, Switzerland) (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/geriatrics11050136 PMC: PMC13600026

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Drug-specific safety signal prioritization of antibody-drug conjugates in breast cancer: integrating FAERS pharmacovigilance, machine learning, and clinical contextualization.

Tang Y, Liu S, Zhu Y, Fan L et al. • Frontiers in pharmacology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fphar.2026.1941296 PMC: PMC13597761

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Multi source Earth observation and machine learning framework for mapping land degradation vulnerability in salinity- and hydrothermal-stressed regions of the southern main Ethiopian Rift.

Moged Reda T, Tadese A, Haimanote W, Jothimani M et al. • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0359349 PMC: PMC13606993

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A data-driven universal gut microbiome health assessment: a machine learning framework trained on large metagenomic data.

Kumar B, Lorusso E, Fosso B, Pesole G • Frontiers in microbiology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fmicb.2026.1925500 PMC: PMC13601785

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Integrating Multi-Omics and Machine Learning to Reveal a Prognostic Model for Prostate Cancer Metastatic Recurrence Associated with Epithelial-Mesenchymal Transition Features.

Zhang X, Zhang W, Wang Z, Shi X et al. • Genes (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/genes17091015 PMC: PMC13606394

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The Role of Artificial Intelligence and Machine Learning in Revolutionizing Probiotic Research.

Nori R, Shariati P • Microorganisms (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/microorganisms14092103 PMC: PMC13609010

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