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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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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From learning experience to behavioural intention: examining the effects of animation-based industrial heritage learning among primary school students.

Bian X, Sun S • Frontiers in psychology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fpsyg.2026.1907096 PMC: PMC13547045

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Measuring the spatial lag effect of Tobler's First Law of Geography in Earth system predictive learning.

Zhou P, Liu Y, Chen K, Deng M et al. • Scientific reports (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41598-026-58247-x PMC: PMC13550437

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Bridging the digital pathology divide: reciprocal learning between high-resource and low-resource settings.

Mirza KM, Rao A, Baker JA, Parker RK et al. • BMJ digital health & AI (2026)

PMC PMC Public Access (View-Only) DOI: 10.1136/bmjdh-2026-000026 PMC: PMC13548248

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Phenology-aware collaborative retrieval of structural and physiological cotton traits from Sentinel-2 imagery using multi-task learning.

Li L, Wang J, Ding J, Liu Z et al. • Frontiers in plant science (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fpls.2026.1928307 PMC: PMC13550183

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Social care occupational therapy and learning disabilities: professional perspectives on communication, collaboration and making a difference.

Swinson T, Littlechild B, Howcroft G, McNamara K et al. • International journal of qualitative studies on health and well-being (2026)

PMC PMC Public Access (View-Only) DOI: 10.1080/17482631.2026.2721738 PMC: PMC13556108

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Speeding up taxonomy in the digital age: A deep learning approach for identifying cryptic freshwater snails.

Vetter D, Ahsan M, Delicado D, Neubauer TA et al. • PLoS computational biology (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pcbi.1014733 PMC: PMC13561421

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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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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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Consensus document on electroencephalography education in anaesthesiology: defining learning outcomes: A modified four-round Delphi study.

Berger-Estilita J, Baron Shahaf D, Barreto Chang OL, Bonhomme V et al. • European journal of anaesthesiology (2026)

PMC PMC Public Access (View-Only) DOI: 10.1097/EJA.0000000000002346 PMC: PMC13566452

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From mechanisms to systems: Reconceptualising supervised workplace learning in postgraduate medical education.

Wiese A, Bennett D • Medical education (2026)

PMC PMC Public Access (View-Only) DOI: 10.1111/medu.70208 PMC: PMC13569387

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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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Growing a Learning Health Care Community: reflections from the 6for6 rural research journey: Part 1 of a 4-part series.

Asghari S, Hussey E, Butt R, Bethune C et al. • Canadian family physician Medecin de famille canadien (2026)

PMC PMC Public Access (View-Only) DOI: 10.46747/cfp.7209e284 PMC: PMC13566643

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Predicting the Current Potential Suitable Habitat of Pinus tabuliformis in China Using Multi-Source Environmental Data and Ensemble Learning Models.

Ding H, Meng J, Zhang Y, Yang Y et al. • Ecology and evolution (2026)

PMC PMC Public Access (View-Only) DOI: 10.1002/ece3.74290 PMC: PMC13561856

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Learning from Ebola Alerts in the Pandemic Agreement Era: Preparedness, Trust, and Shared Responsibility.

Dettori M • Healthcare (Basel, Switzerland) (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/healthcare14172712 PMC: PMC13565400

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Learning Compact Multispectral Signatures for Geographical-Origin Authentication of Pinellia ternata via Correlation-Guided Deep Modeling.

Fan Z, Jing S, Ma C, Wang S et al. • Molecules (Basel, Switzerland) (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/molecules31173138 PMC: PMC13567037

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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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