41 results on '"Kaissis, Georgios A."'
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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
14. Artificial Intelligence in Medicine and Privacy Preservation
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
19. Challenging Current Semi-supervised Anomaly Segmentation Methods for Brain MRI
20. Artificial Intelligence Will Improve Molecular Imaging, Therapy and Theranostics. Which Are the Biggest Advantages for Therapy?
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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