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41 results on '"Kaissis, Georgios A."'

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1. Enhancing the Utility of Privacy-Preserving Cancer Classification Using Synthetic Data

2. Complex-Valued Federated Learning with Differential Privacy and MRI Applications

3. ChEX: Interactive Localization and Region Description in Chest X-Rays

4. Fair and Private CT Contrast Agent Detection

5. On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models

6. Extended Graph Assessment Metrics for Regression and Weighted Graphs

7. MAD: Modality Agnostic Distance Measure for Image Registration

8. Gradient Self-alignment in Private Deep Learning

9. Body Fat Estimation from Surface Meshes Using Graph Neural Networks

10. Propagation and Attribution of Uncertainty in Medical Imaging Pipelines

11. Anatomy-Driven Pathology Detection on Chest X-rays

12. Unsupervised Anomaly Localization with Structural Feature-Autoencoders

13. Diagnosis

15. Joint Learning of Localized Representations from Medical Images and Reports

16. Relationformer: A Unified Framework for Image-to-Graph Generation

17. Can Collaborative Learning Be Private, Robust and Scalable?

18. Radiological Reports Improve Pre-training for Localized Imaging Tasks on Chest X-Rays

21. AutoSeg - Steering the Inductive Biases for Automatic Pathology Segmentation

22. Segmentation of Peripancreatic Arteries in Multispectral Computed Tomography Imaging

23. PySyft: A Library for Easy Federated Learning

24. RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting

25. Defending Medical Image Diagnostics Against Privacy Attacks Using Generative Methods: Application to Retinal Diagnostics

26. TMJOAI: An Artificial Web-Based Intelligence Tool for Early Diagnosis of the Temporomandibular Joint Osteoarthritis

27. The Role of Pleura and Adipose in Lung Ultrasound AI

28. Generation of Patient-Specific, Ligamentoskeletal, Finite Element Meshes for Scoliosis Correction Planning

29. DuCN: Dual-Children Network for Medical Diagnosis and Similar Case Recommendation Towards COVID-19

30. Data Imputation and Reconstruction of Distributed Parkinson’s Disease Clinical Assessments: A Comparative Evaluation of Two Aggregation Algorithms

31. Federated Learning in the Cloud for Analysis of Medical Images - Experience with Open Source Frameworks

32. Lessons Learned from the Development and Application of Medical Imaging-Based AI Technologies for Combating COVID-19: Why Discuss, What Next

33. Bayesian Graph Neural Networks for EEG-Based Emotion Recognition

34. On the Fairness of Swarm Learning in Skin Lesion Classification

35. Attention-Guided Pancreatic Duct Segmentation from Abdominal CT Volumes

36. Multi-task Federated Learning for Heterogeneous Pancreas Segmentation

37. COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty

38. Learning from Mistakes: An Error-Driven Mechanism to Improve Segmentation Performance Based on Expert Feedback

39. ViTBIS: Vision Transformer for Biomedical Image Segmentation

40. Development of the Next Generation Hand-Held Doppler with Waveform Phasicity Predictive Capabilities Using Deep Learning

41. Intestine Segmentation with Small Computational Cost for Diagnosis Assistance of Ileus and Intestinal Obstruction

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