Academic Articles & Research Papers

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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Teacher Coaching and Consultation with Active Components for the Implementation of Social-Emotional Learning Programs in Basic Education: A Systematic Review with Thematic Synthesis.

Dávila Cisneros JD, Palacios-Serna LI, Puican Carreño A, Cortez-Chavez CV et al. • Behavioral sciences (Basel, Switzerland) (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/bs16091513 PMC: PMC13603722

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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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Machine learning-driven prediction of in-hospital cardiac arrest among critically ill patients with traumatic spinal cord injury: a multicenter cohort study.

Wang Y, Peng X, Li W, Wang Y et al. • Frontiers in cardiovascular medicine (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fcvm.2026.1818433 PMC: PMC13617107

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Identification of Key Features Pivotal to the Characteristics and Functions of Gut Bacteria Taxa through Machine Learning Methods.

Li Z, Ma Q, Li H, Lu L et al. • Current gene therapy (2025)

PMC PMC Public Access (View-Only) DOI: 10.2174/0115665232367064250630202337 PMC: PMC13621372

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Clinical Characteristics and Machine Learning-Based Severity Classification of Chlamydia psittaci Pneumonia: A Retrospective Cohort Study.

Lei X, Zhao L, Zhong Z, Lin H et al. • Infection and drug resistance (2026)

PMC PMC Public Access (View-Only) DOI: 10.2147/IDR.S622689 PMC: PMC13621948

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Enhancing Inflammatory Bowel Disease (IBD) competency in gastroenterology fellowship through traditional, digital, and experiential learning pathways.

Farooq A, Naveed M, Chowdhury R, Seminerio J et al. • Inflammatory bowel diseases (2026)

PMC PMC Public Access (View-Only) DOI: 10.1093/ibd/izag043 PMC: PMC13626245

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Mental health literacy in youth: a quasi-experimental comparison of a reusable learning object in Saudi Arabia and Malaysia.

Zakaria N, Nik Farid ND, Muhamad H, Mohd Noor NF et al. • BMC public health (2026)

PMC PMC Public Access (View-Only) DOI: 10.1186/s12889-026-27999-6 PMC: PMC13625443

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From QSAR to deep learning: an interpretable comprehensive pipeline with a read-across approach for mutagenicity prediction via the Enalos Cloud Platform.

Varsou DD, Tsoumanis A, Longhin EM, Dusinska M et al. • RSC advances (2026)

PMC PMC Public Access (View-Only) DOI: 10.1039/d6ra05786a PMC: PMC13557173

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From surveillance to intelligence: a scoping review of machine learning for antimicrobial resistance surveillance intelligence across One Health.

Rabbani SA, El-Tanani M, Matalka II, Sharma S et al. • Frontiers in public health (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fpubh.2026.1922265 PMC: PMC13627374

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Calibrated, cost-sensitive, explainable ensemble learning for customer churn prediction in retail banking: a leakage-safe pipeline and single-dataset case study.

Karim F, Alam MI, Lalafaryan A, Mkrtchyan A et al. • Frontiers in artificial intelligence (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/frai.2026.1889639 PMC: PMC13627369

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Factors associated with prior pregnancy loss among multigravid women: a retrospective machine learning analysis from an African population cohort.

Nabisubi P, Kintu TM, Atwine MT, Bumba J et al. • Frontiers in global women's health (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fgwh.2026.1803064 PMC: PMC13627422

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Multi-source machine learning for short-term influenza forecasting in Hunan Province, China: a spatiotemporal analysis using surveillance, search, meteorological and air-quality data.

Sun Q, Bahati J, Zhao H, Hu Z et al. • BMC infectious diseases (2026)

PMC PMC Public Access (View-Only) DOI: 10.1186/s12879-026-13811-8 PMC: PMC13632280

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Learning Health Systems for Chronic Disease: Embedded Artificial Intelligence Tools That Continuously Improve Care.

Gourishankar A, Shalhout SZ • Preventing chronic disease (2026)

PMC PMC Public Access (View-Only) DOI: 10.5888/pcd23.260103 PMC: PMC13632928

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A machine learning model for predicting six-month rehospitalization in heart failure patients with multiple comorbidities.

Awasthy R, Seavers ML, Awasthy A • Frontiers in cardiovascular medicine (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fcvm.2026.1612592 PMC: PMC13630637

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This must be the place: deep learning local adaptation.

Rodriguez J, Cronn R, Tittes S, Kern AD • bioRxiv : the preprint server for biology (2026)

PMC PMC Public Access (View-Only) DOI: 10.64898/2026.09.16.752190 PMC: PMC13596431

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From 5G smart hospitals to 6G-enabled learning hospitals: a governance-oriented framework for healthcare technology, policy, and responsible deployment.

Zhou G, Wu L • Frontiers in digital health (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fdgth.2026.1923445 PMC: PMC13635659

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Machine learning versus conventional methods for prehospital detection of stroke due to large vessel occlusion or intracranial haemorrhage.

Garcia BL, Dekker L, Bekker R, Wermer MJH et al. • European stroke journal (2026)

PMC PMC Public Access (View-Only) DOI: 10.1093/esj/aakag112 PMC: PMC13639102

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