Academic Articles & Research Papers

Sensitivity of machine learning regression models to data structure and quality in crop yield prediction.

Zinzinhédo ML, Mitchozounnou MF, Salako KV, Glèlè Kakaï R • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0353938 PMC: PMC13533432

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Performance of risk prediction models for pancreatic cancer in patients with new-onset diabetes: a systematic review and meta-analysis.

Li D, Zhang N, Li R, Tian Y et al. • Frontiers in oncology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fonc.2026.1868121 PMC: PMC13531343

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Advancing passenger next-station prediction via collaborative knowledge graph representational learning.

Duan X, Wang J, Xu Z, Teng W et al. • Scientific reports (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41598-026-57645-5 PMC: PMC13534662

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"Actionable" risk for preterm birth: patterns and prediction in California singleton births 2016-2020.

Jelliffe-Pawlowski LL, Baer RJ, Oltman S, McKenzie-Sampson S et al. • BMC pregnancy and childbirth (2026)

PMC PMC Public Access (View-Only) DOI: 10.1186/s12884-026-09517-z PMC: PMC13540967

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Deep forecasting architectures mirror ecological time scales in water quality prediction.

Yu Y, Zhang M, Liang Z, Qu F et al. • Environmental science and ecotechnology (2026)

PMC PMC Public Access (View-Only) DOI: 10.1016/j.ese.2026.100755 PMC: PMC13545705

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Artificial intelligence in child nutrition and eating behavior: from prediction to gastronomic mediation.

Xing L, Wu X • Frontiers in nutrition (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fnut.2026.1952364 PMC: PMC13548810

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Artificial Intelligence in Burn and Wound Care: Image Analysis, Prediction, and Clinical Integration.

Khorsandi J, Mirharooni J, Kahen J, Tariq E et al. • Journal of burn care & research : official publication of the American Burn Association (2026)

PMC PMC Public Access (View-Only) DOI: 10.1093/jbcr/irag090 PMC: PMC13551612

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Deep learning techniques for extreme rainfall prediction: a review of state-of-the-art.

Mukhalela BU, Viriri S, Ndzi D, Gebreslasie M et al. • Frontiers in artificial intelligence (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/frai.2026.1908848 PMC: PMC13560874

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Prediction models for curve progression in adolescent idiopathic scoliosis: a systematic review with exploratory meta-analysis of discrimination.

Huang J, Wang B, Xu D, Chen H et al. • BMC musculoskeletal disorders (2026)

PMC PMC Public Access (View-Only) DOI: 10.1186/s12891-026-10314-0 PMC: PMC13563990

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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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Modification and validation of the Padua prediction score for assessing the risk of venous thromboembolism in medical inpatients: a case-control study.

Liu S, Feng C, Yu Y, Xu R et al. • Clinics (Sao Paulo, Brazil) (2026)

PMC PMC Public Access (View-Only) DOI: 10.1016/j.clinsp.2026.101071 PMC: PMC13571291

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A novel deep learning prediction method for PM2.5 integrating improved MSTL decomposition and FATA optimization algorithm.

Zhao X, Qiao P, Bharti B, Li H et al. • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0358271 PMC: PMC13577383

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Computational prediction of a multi-epitope Human Metapneumovirus vaccine candidate through integrated reverse vaccinology and pan-genomic approaches.

Alam NF, Chakrabarty M, Debnath T, Sheikh MA et al. • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0357758 PMC: PMC13577472

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Risk factors and prediction model for chronic bacterial infection in stable bronchiectasis in Shanghai, China.

Chen Y, Zhang S, Su B, Zhou R et al. • Frontiers in medicine (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fmed.2026.1900247 PMC: PMC13574627

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Global burdens of diabetes mellitus in adolescents from 1990 to 2023 and future trend predictions: An analysis of the Global Burden of Disease study 2023.

Qiu X, Guan L, Liu H • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0358475 PMC: PMC13580946

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Spatial-temporal distribution characteristics of haemorrhagic fever with renal syndrome (HFRS) in 31 provinces and municipalities of P.R. China and multi-factorial prediction of incidence.

Huang H, Zhao X, Qian J, Zhang H et al. • PLoS neglected tropical diseases (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pntd.0014619 PMC: PMC13585333

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Relapse prediction and individualized treatment-effect modeling in relapsing multiple sclerosis: a systematic review.

Budil M, Rožánek M, Petrová P • Frontiers in public health (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fpubh.2026.1940704 PMC: PMC13587037

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Artificial neuro-fuzzy intelligence for dynamic tracking and prediction of HIV prevalence and new infections among individuals aged 15 to 49 years in Uganda: Computational national-level models.

Abdalla EAH, Elsadig M, Omar U, Eze VHU et al. • Medicine (2026)

PMC PMC Public Access (View-Only) DOI: 10.1097/MD.0000000000050760 PMC: PMC13593017

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Geospatial suicide risk prediction in the State of Maryland and the limits of discernible intent.

Kitchen C, Belouali A, Zirikly A, Nestadt PS et al. • Research square (2026)

PMC PMC Public Access (View-Only) DOI: 10.21203/rs.3.rs-10832081/v1 PMC: PMC13596640

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