Publications

Clinical publications and research

Peer-reviewed work supporting DYNAPEX clinical validation, imaging biomarkers, and disease-specific AI workflows.

  1. Deep learning-based metastasis detection in patients with lung cancerPark YW et al. · Cancer Imaging · 2024 · mets
  2. Mapping Tumor Habitats in IDH-Wild Type GlioblastomaPark JE et al. · Neuro Oncol · 2025 · gbm
  3. Prospective Longitudinal Analysis of Physiologic MRI-based Tumor Habitat Predicts Short-term Patient OutcomesMoon HH et al. · Neuro Oncol · 2025 · gbm
  4. Reducing false positives in DL-based brain metastasis detectionYun S et al. · Eur Radiol · 2024 · mets
  5. Prospective longitudinal analysis of imaging-based spatiotemporal tumor habitatsMoon HH et al. · BMC Cancer · 2024 · gbm
  6. Deep Learning-based Detection and Quantification of Brain MetastasesJeong H et al. · Eur Radiol · 2024 · mets
  7. Tumor Habitat Analysis Using Longitudinal MRI to Predict Recurrence After SRSLee DH et al. · Korean J Radiol · 2023 · mets
  8. Prediction of pseudoprogression in post-treatment glioblastoma using DSC-derived measuresPark JE et al. · Eur Radiol · 2024 · gbm
  9. Spatiotemporal Heterogeneity in Multiparametric Physiologic MRIPark JE et al. · Clin Cancer Res · 2021 · gbm
  10. Tumor habitat analysis distinguishes progression from radiation necrosisLee DH et al. · Eur Radiol · 2022 · mets
  11. Report-Level Impact of DL Assistance on Teleradiology Quality Support for Brain Metastases: Real-World Clinical Practice at a Single Tertiary CenterRoh JE et al. · Diagnostics · 2026 · mets
  12. Vessel Size and Perfusion-derived Vascular Habitat Refines Prediction of Treatment FailureKim M et al. · Eur Radiol · 2023 · gbm
  13. Hypovascular Cellular Tumor in Primary Central Nervous System Lymphoma is Associated with Treatment Resistance: Tumor Habitat Analysis Using Physiologic MRIJeong SY et al. · AJNR Am J Neuroradiol · 2022 · gbm
  14. Low conductivity on electrical properties tomography demonstrates unique tumor habitats indicating progression in glioblastomaPark JE et al. · Eur Radiol · 2021 · gbm
  15. Spatiotemporal habitats from multiparametric physiologic MRI distinguish tumor progression from treatment-related change in post-treatment glioblastomaKim M et al. · Eur Radiol · 2021 · gbm