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Konstantinos Kamnitsas

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Papers (18)

  1. You Point, I Learn: Online Adaptation of Interactive Segmentation Models for Handling Distribution Shifts in Medical Imaging cs.CV · 2025 · author #7
  2. Multiple Landmark Detection using Multi-Agent Reinforcement Learning cs.CV · 2019 · author #3
  3. Controlling Meshes via Curvature: Spin Transformations for Pose-Invariant Shape Processing cs.CG · 2019 · author #5
  4. Towards continual learning in medical imaging cs.CV · 2018 · author #3
  5. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge cs.CV · 2018 · author #158
  6. Generative adversarial networks and adversarial methods in biomedical image analysis cs.CV · 2018 · author #2
  7. Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents cs.CV · 2018 · author #9
  8. Semi-Supervised Learning via Compact Latent Space Clustering cs.LG · 2018 · author #1
  9. Domain Adaptation for MRI Organ Segmentation using Reverse Classification Accuracy cs.CV · 2018 · author #4
  10. Autofocus Layer for Semantic Segmentation cs.CV · 2018 · author #2
  11. Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation cs.CV · 2017 · author #1
  12. Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation cs.CV · 2017 · author #3
  13. Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging cs.CV · 2017 · author #3
  14. Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth cs.CV · 2017 · author #4
  15. Unsupervised domain adaptation in brain lesion segmentation with adversarial networks cs.CV · 2016 · author #1
  16. SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound cs.CV · 2016 · author #2
  17. DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks cs.CV · 2016 · author #4
  18. Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation cs.CV · 2016 · author #1

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