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Maria Vakalopoulou
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Maria Vakalopoulou16 visible / 16 total nodes / 49 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipMaria VakalopoulouAMaria VakalopoulouResearcherMedical Context Distorts Decisions in Clinical Vision Language ModelsWMedical Context Distort...preprint / 2026David RestrepoADavid RestrepoResearcherStergios ChristodoulidisAStergios ChristodoulidisResearcherEnzo FerranteAEnzo FerranteResearcherIra KtenaAIra KtenaResearcherComputer VisionTComputer Vision30606 worksComputation and LanguageTComputation and Language14115 worksTest-time image-to-image translation ensembling improves out-of-distribution generalization in histopathologyWTest-time image-to-imag...preprint / 2022Cancer Gene Profiling through Unsupervised DiscoveryWCancer Gene Profiling t...preprint / 2021AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumoniaWAI-Driven CT-based quan...preprint / 2020Class Adaptive Conformal TrainingWClass Adaptive Conforma...preprint / 2026SGPMIL: Sparse Gaussian Process Multiple Instance LearningWSGPMIL: Sparse Gaussian...preprint / 2026Region-guided CycleGANs for Stain Transfer in Whole Slide ImagesWRegion-guided CycleGANs...preprint / 2022SoC: Semantic Orthogonal Calibration for Test-Time Prompt TuningWSoC: Semantic Orthogona...preprint / 2026Self-Supervised Nuclei Segmentation in Histopathological Images Using AttentionWSelf-Supervised Nuclei ...preprint / 2020
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Maria Vakalopoulou

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PaperMedical Context Distorts Decisions in Clinical Vision Language ModelsAuthorship / preprint / 2026PersonDavid RestrepoCo-authorship / ResearcherPersonStergios ChristodoulidisCo-authorship / ResearcherPersonEnzo FerranteCo-authorship / ResearcherPersonIra KtenaCo-authorship / ResearcherTopicComputer VisionWorks on / 30606 worksTopicComputation and LanguageWorks on / 14115 worksPaperTest-time image-to-image translation ensembling improves out-of-distribution generalization in histopathologyAuthorship / preprint / 2022

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