Academic Articles & Research Papers

Household-level food-insecurity prediction from experience-scale surveys and open geospatial data: A reproducible machine-learning pipeline for Nigeria.

Osung PO • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0349978 PMC: PMC13645075

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Utilizing categorical boosting and SHAP to understand key predictors of frequency of use at discharge for completed substance abuse treatments in TEDS-D.

Flynn C, Abad S, Wooton B, Jansen C et al. • Machine learning. Health (2026)

PMC PMC Public Access (View-Only) DOI: 10.1088/3049-477X/ae9bc7 PMC: PMC13643250

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Heterogeneous wealth-related differences in modern contraceptive use in Bangladesh: a machine learning-based g-computation analysis of the DHS 2022 cross-sectional survey.

Saha S, Rana S • Journal of health, population, and nutrition (2026)

PMC PMC Public Access (View-Only) DOI: 10.1186/s41043-026-01371-1 PMC: PMC13647603

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Deep learning CT signature for predicting early liver metastases in pancreatic ductal adenocarcinoma.

Zhao B, Gong Z, Xiao W, Chen M et al. • Nature communications (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41467-026-77665-z PMC: PMC13646268

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An Explainable Multi-Modal Deep Learning Framework for Investigating the Influences of Dynamic Environmental Exposure on Momentary Stress.

Wang L, Kwan MP, Song L • Environmental science & technology (2026)

PMC PMC Public Access (View-Only) DOI: 10.1021/acs.est.6c09466 PMC: PMC13648242

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Machine learning-enabled wastewater-based surveillance for emerging pathogen detection and monitoring: current applications, challenges, and future prospects.

Song A, Jia P, Luo J, Pang X et al. • Emerging microbes & infections (2026)

PMC PMC Public Access (View-Only) DOI: 10.1080/22221751.2026.2731499 PMC: PMC13652061

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Deep learning-based segmentation, grading and genotype classification of glioma: a literature analysis.

Song W, Hu Y, Wang Y, Ruan J et al. • Quantitative imaging in medicine and surgery (2026)

PMC PMC Public Access (View-Only) DOI: 10.21037/qims-2026-0730 PMC: PMC13654140

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Artificial intelligence for pneumonia diagnosis: a systematic review of multimodal learning, fusion strategies, and explainability.

Sruthy KG, Navamani TM • Frontiers in digital health (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fdgth.2026.1949796 PMC: PMC13655001

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India's participatory approach to developing a national AI strategy for health: lessons for collective learning.

Khairat S, Garg M, Duggal M, Agrawal A et al. • The Lancet regional health. Southeast Asia (2026)

PMC PMC Public Access (View-Only) DOI: 10.1016/j.lansea.2026.100848 PMC: PMC13656965

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Conducting cross-sectoral collaborative research for food system transformation: learnings from a qualitative evaluation study.

Shaw S, Huse O, Savory B, Cooke N et al. • Health research policy and systems (2026)

PMC PMC Public Access (View-Only) DOI: 10.1186/s12961-026-01540-y PMC: PMC13659941

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BRIDGE-KO: auditable transfer learning with bridged knockoffs improves cross-cohort microbiome prediction of immunotherapy response.

Sun J, Fan Z, Caldino Bohn R, Kim S et al. • Briefings in bioinformatics (2026)

PMC PMC Public Access (View-Only) DOI: 10.1093/bib/bbag545 PMC: PMC13660471

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Building a transaxillary program in South America: lessons beyond the learning curve.

Orellana-Sampedro GA, Maldonado D, Montalvo EF, Dallan LRP • Annals of cardiothoracic surgery (2026)

PMC PMC Public Access (View-Only) DOI: 10.21037/acs-2026-0275-tdv PMC: PMC13657907

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Impact of a Residency-Run Emergency Medicine Podcast Summary on Learning Retention and Engagement.

Reilly C, White BAA, Pattee K, Blakely H et al. • The western journal of emergency medicine (2026)

PMC PMC Public Access (View-Only) DOI: 10.5811/westjem.52913 PMC: PMC13660560

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Construction of musculoskeletal quantitative model based on deep learning and study of musculoskeletal relationship in patients with osteoporosis.

Guan Z, Wang Y, Zhang S, Zhang Y et al. • Journal of advanced research (2026)

PMC PMC Public Access (View-Only) DOI: 10.1016/j.jare.2026.01.037 PMC: PMC13669575

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Intersectionality in AI and Machine Learning for Health Care: Protocol for a Scoping Review.

Dinh DA, St Louis J, Ziegler E, Gongal P et al. • JMIR research protocols (2026)

PMC PMC Public Access (View-Only) DOI: 10.2196/103601 PMC: PMC13669704

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Belonging for Women, LGBTQ+ and Black and Ethnically Minoritised People With Learning Disabilities: Findings From a Qualitative, Co-Produced Study in England.

Mikulak M, Abbott D, Sykes K, Budworth P et al. • Sociology of health & illness (2026)

PMC PMC Public Access (View-Only) DOI: 10.1111/1467-9566.70268 PMC: PMC13671353

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When illustrations mislead: cognitive load and the simple view of reading in scientific text learning.

Zhang Q, Zhang W, Yang R, Yuan M et al. • Frontiers in psychology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fpsyg.2026.1952263 PMC: PMC13669158

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Development, Validation, and Deployment of an Interpretable Machine Learning Model for In-Hospital Mortality Prediction in Critically Ill Patients with COPD and Sepsis: A Multicenter Cohort Study.

Ju J, Chen J, Li G, Wang J et al. • International journal of chronic obstructive pulmonary disease (2026)

PMC PMC Public Access (View-Only) DOI: 10.2147/COPD.S643148 PMC: PMC13671419

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Unequal economic impacts of climate change via idealized carbon dioxide removal: Insights from deep learning.

Tang B, Wei J, Liu Y, He B et al. • Innovation (Cambridge (Mass.)) (2026)

PMC PMC Public Access (View-Only) DOI: 10.1016/j.xinn.2026.101505 PMC: PMC13673538

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Artificial intelligence, explainable deep learning, and generative models for osteoporosis and bone disease prediction: a systematic review and future research roadmap.

Raja M, Jayaram Reddy A • Frontiers in artificial intelligence (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/frai.2026.1930437 PMC: PMC13672560

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