Academic Articles & Research Papers

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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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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Patterns and trends in atrial fibrillation and atrial flutter incidence rates in G20 countries (1990-2021) and predictions to 2050.

Yuan M, Ye M, Li C, Zhao Y et al. • Medicine (2026)

PMC PMC Public Access (View-Only) DOI: 10.1097/MD.0000000000050755 PMC: PMC13619252

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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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Community medical centers struggle to produce well-calibrated clinical prediction models: Data augmentation can help.

Brown KE, Malin BA, Davis SE • Journal of biomedical informatics (2026)

PMC PMC Public Access (View-Only) DOI: 10.1016/j.jbi.2026.105012 PMC: PMC13629187

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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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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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Identifying Patients with Rapid Progression to Diabetic Retinopathy in Type 2 Diabetes: A Simple Prediction Model for Community Settings.

Zhao J, Kang Z, Niu D, Chai Z et al. • Diabetes, metabolic syndrome and obesity : targets and therapy (2026)

PMC PMC Public Access (View-Only) DOI: 10.2147/DMSO.S624132 PMC: PMC13633481

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