CorrectionPublished 5 October 2026Correction: Selecting medical research data platforms for translational biomedical research: a five-tier overview and requirement-weighted assessment frameworkMarc Jacobs · Samad Goudarzi · Jan Stücke · Robin Röhm · Timo Kanninen · Tero Oinonen · Petra Ritter · Michael Schirner · Fabian Prasser · Arman Bhagwagar · Bernd Matzenbach · Hartmut Schultze · Joachim Schultze · Mathias Göschl · Henrik Matthies · Kenneth R. Evans · Moyez Dharsee · Christian Stephan · Marvin Belz · Philip Gribbon · Katja Herzog · Chester Chen · David Ruau · Ittai Dayan · Adrish Sannyasi · Dieter Kranzlmüller · Naweiluo Zhou · Jens Warfsmann · Martin Hoffmann · Rudi Schmidt · Martin Hofmann-ApitiusFrontiers in Digital Healthdoi 10.3389/fdgth.2026.2006683
ReviewPublished 5 October 2026Toward interoperable bathymetric data in ocean observing systems: integrating hydrographic standards and FAIR data practicesFaisal AlsaaqFrontiers in Marine Sciencedoi 10.3389/fmars.2026.1949937
Original ResearchPublished 16 September 2026NeuroFAIR curator: an AI-assisted framework for metadata enrichment, quality screening, curation prioritization, and FAIR readiness of brain tumor MRI dataFaizan Ullah · Zaheer Abbas · Mohmmad Abrar · Farhan Amin · N. Jon ShahFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1907796
Systematic ReviewPublished 1 September 2026FAIR compliance, AI-readiness, and ontology maturity of garment datasets: a systematic assessmentYun Kyung Lee · Mi Kyoung Kim · Seung Yeul JiFrontiers in Computer Sciencedoi 10.3389/fcomp.2026.1911158
ReviewPublished 9 July 2026Navigating a new era in cardiovascular disease epidemiology: big data, artificial intelligence and the imperative of disability inclusionTheophilus I. EmetoFrontiers in Epidemiologydoi 10.3389/fepid.2026.1871078
Original ResearchPublished 3 July 2026Potential of Image2Image translation in reducing AI bias attributed to differences in CT reconstruction methods: proof-of-concept study on a paired datasetFeifei Li · Liliana Lourenco Caldeira · Astha Jaiswal · Nils Große Hokamp · Oya Beyan · Ekaterina KutafinaFrontiers in Radiologydoi 10.3389/fradi.2026.1875867
MethodsPublished 22 June 2026Toward “good” eutrophication data for marine policies and research: a multi-level quality control framework in EMODnet ChemistryMarina Lipizer · Maria Eugenia Molina Jack · Luminita Buga · Megan Anne French · Lotta Fyrberg · Julie Gatti · Atanasia Iona · Martin Mørk Larsen · Ann Kristin Østrem · Karin Wesslander · Alessandra GiorgettiFrontiers in Ocean Sustainabilitydoi 10.3389/focsu.2026.1835133
