Academic Articles & Research Papers

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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Brain Tumor Segmentation and Grading on MRI Using Deep Learning: A Systematic Literature Review and Benchmark-Driven Comparative Analysis.

Almudaimeegh L, Alwashmi K, Hamd ZY • Diagnostics (Basel, Switzerland) (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/diagnostics16172806 PMC: PMC13565208

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Balanced DNA interpolation improves learning of genetic distance-informed embeddings in plants.

Kösters LM, Karbstein K, Hodač L, Albreht L et al. • PLoS computational biology (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pcbi.1014722 PMC: PMC13577514

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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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Tracing settlement dynamics in Latium vetus: Explainable machine learning perspectives from the Bronze to the Early iron age.

Alessandri L • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0357054 PMC: PMC13580991

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Predicting the status of 35 sustainable development goal indicators in Indian villages: a semi-supervised machine learning approach for precision public policy.

Ko S, Bijral AS, Singh A, Blossom JC et al. • The Lancet regional health. Southeast Asia (2026)

PMC PMC Public Access (View-Only) DOI: 10.1016/j.lansea.2026.100852 PMC: PMC13578475

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Promising Patient-Engagement Practices Used by National Research Networks at the US Veterans Health Administration: Perspectives of Veterans, Staff, and Research Leaders.

Sides TL, Wisdom J, Argust MM, Amundson EC et al. • Learning health systems (2026)

PMC PMC Public Access (View-Only) DOI: 10.1002/lrh2.70119 PMC: PMC13579376

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From data to decisions: The role of machine learning in precision ecological restoration.

Ahmed Z, Gui D, Liu Q, Murtaza G et al. • Ecological applications : a publication of the Ecological Society of America (2026)

PMC PMC Public Access (View-Only) DOI: 10.1002/eap.70305 PMC: PMC13584849

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Examining Educators' Understanding and Application of Learnings From an Online Brain Injury Professional Development Module-TeachABI.

Muscat CC, Marshall SA, Irvin A, Hickling A et al. • Child: care, health and development (2026)

PMC PMC Public Access (View-Only) DOI: 10.1111/cch.70349 PMC: PMC13585481

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Machine learning forecasts suggest a concentration paradox in international student mobility to the United Kingdom.

Neville R, Rowe F, Zagheni E • Nature communications (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41467-026-77425-z PMC: PMC13586154

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Glocalizing the theory of learning: a pluriversal perspective on health professions education.

Zary N • Frontiers in medicine (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fmed.2026.1929357 PMC: PMC13585607

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A machine-learning-based reconstruction of surface mass balance over the Greenland Ice Sheet from 1950 to 2020.

Zhang Y, Wang Y, Fettweis X, Hou S • Scientific data (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41597-026-07615-3 PMC: PMC13590589

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Uncovering traditional retail location competition with machine learning: The role of urban environments in light-asset and capital-intensive formats.

Tan Y, Song J, Zhao G, Bai Y et al. • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0358597 PMC: PMC13592615

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Age-adjusted machine learning identifies facial skin microbes associated with skin quality among Korean women.

Park S, Kim H-B, Ahn H, Lee G et al. • mSystems (2026)

PMC PMC Public Access (View-Only) DOI: 10.1128/msystems.00840-26 PMC: PMC13595949

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Perinatal Quality Improvement Among Medicaid Populations in Hawai'i: Insights from a Statewide Learning Collaborative.

Ng AC, Ravida M, Gerrits-Goh RG, Yuan F et al. • Health equity (2026)

PMC PMC Public Access (View-Only) DOI: 10.1177/24731242261448657 PMC: PMC13593931

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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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Involving a black woman patient and public involvement group in maternal health methodology research: learning from the PROMISE Study.

Hall SS, Clancy G, Patel S, Majmudar B et al. • Research involvement and engagement (2026)

PMC PMC Public Access (View-Only) DOI: 10.1186/s40900-026-00983-5 PMC: PMC13599247

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Drug-specific safety signal prioritization of antibody-drug conjugates in breast cancer: integrating FAERS pharmacovigilance, machine learning, and clinical contextualization.

Tang Y, Liu S, Zhu Y, Fan L et al. • Frontiers in pharmacology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fphar.2026.1941296 PMC: PMC13597761

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"Those fires I had to work through was a learning": An evaluation of the Eeyou Istchee Daily Smoke Monitoring Report.

Manore AJ, Coonishish J, Duguay I, Fuller C et al. • Canada communicable disease report = Releve des maladies transmissibles au Canada (2026)

PMC PMC Public Access (View-Only) DOI: 10.14745/ccdr.v52i78a08 PMC: PMC13599764

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Data-Driven Development of Biomedical Hydrogels for Controlled Drug Delivery: Clinical Applications and Emerging Machine-Learning Approaches.

Eskandarnia E, Binrajab A, Alsaei A, Rahimi F et al. • Journal of functional biomaterials (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/jfb17090444 PMC: PMC13608560

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