Academic Articles & Research Papers

Causal AI for cancer immunotherapy: a narrative framework review of target trial emulation, treatment-effect learning and clinical translation.

Zhao X, Liu Z, Yang J, Xie Q et al. • Frontiers in immunology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fimmu.2026.1896755 PMC: PMC13539561

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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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A Bayesian conditional probability simulation framework for pre-hospital stroke transport decisions in the tenecteplase era: decision boundaries, global sensitivity, and stochastic dominance.

Çalışır T • Frontiers in neurology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fneur.2026.1881451 PMC: PMC13541526

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Signal integration challenges in African epidemic intelligence: Lessons from the 2026 Bundibugyo virus disease outbreak and application of the PREIS framework.

Zabré HR • Journal of public health in Africa (2026)

PMC PMC Public Access (View-Only) DOI: 10.4102/jphia.v17i1.2079 PMC: PMC13543247

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An Integrated Oceanographic and Physiological Framework for Identifying Climate Refugia for Marine Invertebrates.

Provost MM, de Leo G, Woodson B, Villanueva MR et al. • Global change biology (2026)

PMC PMC Public Access (View-Only) DOI: 10.1111/gcb.71091 PMC: PMC13548002

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Frameworks for Action: A Scoping Review of Organisational Patient Engagement Models in Healthcare.

Chan TA, Cheong Q, Edwards B • The International journal of health planning and management (2026)

PMC PMC Public Access (View-Only) DOI: 10.1002/hpm.70090 PMC: PMC13551528

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SiBot: A hybrid framework for fine-grained semantic attribution of AI-generated text and its production deployment.

Iqbal MS, Abul Kashem M • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0357405 PMC: PMC13552777

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A multi-model carbon estimation framework for new urban district planning-integrating land use, transportation, and investment-based emission models.

Teng X, Shen Z, Wei X, Jiang J et al. • Scientific reports (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41598-026-57712-x PMC: PMC13558715

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A real-time forecasting framework for emerging infectious diseases affecting animal populations.

Theng M, Lee S, Breed AC, Roche S et al. • PLoS computational biology (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pcbi.1014716 PMC: PMC13561369

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Systemic regulation of rhizosphere nutrient activation by polyol-chelated fertilizers: evidence and a conceptual framework.

Wang C, Qian S, Li G, Li Y et al. • Frontiers in plant science (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fpls.2026.1894517 PMC: PMC13560924

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Developing a self-determination theory-informed coaching framework for the transition to residency.

Wolff M, Kelleher M, Lawson L, Anderson N et al. • International journal of medical education (2026)

PMC PMC Public Access (View-Only) DOI: 10.5116/ijme.69af.f143 PMC: PMC13563275

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Navigating Emergency Care After Injury: A Qualitative Study of Asylum Seekers and Refugees in England and Wales Using the Candidacy Framework (BE SURE Study).

Khanom A, Jones L, Khanom HM, Baghdadi F et al. • Health expectations : an international journal of public participation in health care and health policy (2026)

PMC PMC Public Access (View-Only) DOI: 10.1111/hex.70861 PMC: PMC13563497

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Mechanism of AI chatbot anthropomorphism on consumer impulse buying in live streaming scenarios based on SOR framework.

Huang J, Ahmad W • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0357787 PMC: PMC13567813

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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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Integrated Analysis of Species Invasion Under the Telecoupling Framework: Burmese Python Across Southeast Asia, the USA, and Beyond.

Klemann C, Liu J • Biology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/biology15171494 PMC: PMC13565093

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Mechanism-Driven Diagnostic Development: A Specimen-Aware Framework Illustrated by Colorectal Cancer and Solid Tumours.

Daniels I, Page AJ, Wise D • Cancers (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/cancers18172766 PMC: PMC13564937

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A Resource-Efficient Hybrid Deep Learning Framework with External Validation for Intracranial Hemorrhage Detection in CT Scans.

Peña Gutiérrez JR, Bustacara Medina CJ • Diagnostics (Basel, Switzerland) (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/diagnostics16172776 PMC: PMC13564819

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Operational Ethics in the Cardiovascular Intensive Care Unit: A Practical Framework for Ethical Decision-Making.

Vicent L, Salguero-Bodes R, R Alonso P, Puerto E et al. • Journal of clinical medicine (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/jcm15176885 PMC: PMC13566289

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Super-Resolution-Assisted Farmland Boundary Extraction from Medium-Resolution Satellite Image: A Real-ESRGAN and YOLO Segmentation Framework.

Yu J, Yin H, Huang X, Liu J et al. • Sensors (Basel, Switzerland) (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/s26175613 PMC: PMC13568386

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A Spatiotemporal Uncertainty-Aware Task Planning Framework for Cooperative Vehicle-UAV Remote Sensing Monitoring and Verification in Complex Terrain.

Xu H, Hu L, Lu Z, Huang X et al. • Sensors (Basel, Switzerland) (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/s26175627 PMC: PMC13568154

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