Academic Articles & Research Papers

SRNR: Deep learning-based MRI super-resolution using noisy high-resolution reference data.

Zhang M, Yang H, Li Z, Xiao J et al. • Imaging neuroscience (Cambridge, Mass.) (2026)

PMC PMC Public Access (View-Only) DOI: 10.1162/IMAG.a.1433 PMC: PMC13732491

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Use of Expert-Validated AI-Generated Forensic Images in Case-Based Learning and Clinical Reasoning Among Undergraduate Medical Students: A Two-Arm Educational Intervention Study.

Chahal P, Sharma A, Chatterjee A • Cureus (2026)

PMC PMC Public Access (View-Only) DOI: 10.7759/cureus.117464 PMC: PMC13732507

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Transforming neurophysiological data into measurable stress metric using machine learning-based stress quantification framework for smart factory workers.

Arif A, Zakeri Z, Omurtag A, Breedon P et al. • Frontiers in neuroergonomics (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fnrgo.2026.1871817 PMC: PMC13732462

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Organisational learning in hospital systems during the COVID-19 pandemic: a qualitative study.

Jeffs L, Bruno F, Wright V, Di Prospero L et al. • BMJ open (2026)

PMC PMC Public Access (View-Only) DOI: 10.1136/bmjopen-2026-119626 PMC: PMC13735372

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Perceived importance, self-rated performance satisfaction, learning stress, and practicum experiences among nursing students: A cross-sectional study with supplementary open-ended responses.

Tsai HW, Chen SC • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0361978 PMC: PMC13739233

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Heterogeneous profiles of self-directed learning competencies among post-2000s Chinese nursing students: a latent profile analysis and associated factors.

Xiao Z, Cui R, Liu J, Jing G et al. • BMC nursing (2026)

PMC PMC Public Access (View-Only) DOI: 10.1186/s12912-026-05183-w PMC: PMC13737779

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Neural substrates related to memory consolidation of learning multiple motor sequences during wakeful rest.

Yoon S, Caraballo A, Kim S • iScience (2026)

PMC PMC Public Access (View-Only) DOI: 10.1016/j.isci.2026.117653 PMC: PMC13734795

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Integrated machine learning and in vitro pipeline for TRPA1-active chemesthetic flavor compounds: From predictive screening to molecular mechanisms.

Wen X, Zhang Q, Wang S, Shi Q et al. • Current research in food science (2026)

PMC PMC Public Access (View-Only) DOI: 10.1016/j.crfs.2026.101611 PMC: PMC13734784

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The Theory-Practice Gap and the Impact of Reflection on Nursing Students' Learning in the Practice Setting: A Scoping Review.

Kakaidi V, Dimou K, Kitsiou M, Nakou A et al. • Cureus (2026)

PMC PMC Public Access (View-Only) DOI: 10.7759/cureus.117531 PMC: PMC13735470

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The psychology behind physics teachers' attitudes toward out-of-school learning: the roles of self-efficacy and anxiety.

Saka T • Frontiers in psychology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fpsyg.2026.1951607 PMC: PMC13736758

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Airway image analysis systems: a review of datasets, evaluation methodologies, and deep learning approaches.

Toulkeridou E, Kosmidou P, Antoniou Z, Pattichis MS et al. • Frontiers in digital health (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fdgth.2026.1962988 PMC: PMC13736081

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Blood-Brain Barrier Permeability Prediction by Integrating Deep Learning Representations with Chemical Compound Knowledge.

Grant N, Machado Reyes D, Yang Z, Wang A et al. • ACS omega (2026)

PMC PMC Public Access (View-Only) DOI: 10.1021/acsomega.6c01181 PMC: PMC13737926

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Deep-Learning-Enhanced TopoStats for the Automated Quantification of DNA and Complex Biomolecular Structures.

Whittle S, Firth TA, Gamill MC, Wiggins L et al. • Computational and structural biotechnology journal (2026)

PMC PMC Public Access (View-Only) DOI: 10.34133/csbj.0227 PMC: PMC13738353

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ExNCDIA: an explainable ensemble learning framework for predicting non-chemotherapy drug-induced agranulocytosis and interpreting structural associations.

Huang X, Jiang S, Liu P • RSC advances (2026)

PMC PMC Public Access (View-Only) DOI: 10.1039/d6ra06159a PMC: PMC13736793

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When college students perceive GAI feedback as credible: the role of perceived GAI feedback credibility in promoting deep learning through cognitive engagement.

Guo W, Ren X • Frontiers in psychology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fpsyg.2026.1986129 PMC: PMC13736771

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A transformer-based deep learning model for predicting the use of atherectomy devices during PCI from preprocedural cardiac computed tomography angiography.

Hino R, Nakano Y, Seo I, Shiku K et al. • European heart journal. Digital health (2026)

PMC PMC Public Access (View-Only) DOI: 10.1093/ehjdh/ztag160 PMC: PMC13738076

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Sensitivity of machine learning regression models to data structure and quality in crop yield prediction.

Zinzinhédo ML, Mitchozounnou MF, Salako KV, Glèlè Kakaï R • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0353938 PMC: PMC13533432

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Advancing passenger next-station prediction via collaborative knowledge graph representational learning.

Duan X, Wang J, Xu Z, Teng W et al. • Scientific reports (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41598-026-57645-5 PMC: PMC13534662

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Comparative safety signal prioritization of CDK4/6 inhibitors in breast cancer: a FAERS pharmacovigilance, machine learning, and clinical contextualization study.

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

PMC PMC Public Access (View-Only) DOI: 10.3389/fphar.2026.1889178 PMC: PMC13534059

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A multiscale geospatial analysis integrating explainable machine learning to characterize spatial disparities in melanoma mortality associated with environmental justice and healthcare access in the contiguous United States.

Song H, Tian C, Ye X, Li Q et al. • Frontiers in public health (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fpubh.2026.1866117 PMC: PMC13538888

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