78 results on '"Merhof, Dorit"'
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2. Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact Study
3. Self-Supervised Contrastive Learning for Consistent Few-Shot Image Representations
4. Continual Domain Incremental Learning for Privacy-Aware Digital Pathology
5. Unsupervised Latent Stain Adaptation for Computational Pathology
6. Unlocking Fine-Grained Details with Wavelet-Based High-Frequency Enhancement in Transformers
7. DAE-Former: Dual Attention-Guided Efficient Transformer for Medical Image Segmentation
8. DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation
9. Self-supervised Few-Shot Learning for Semantic Segmentation: An Annotation-Free Approach
10. Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection
11. Anomaly Detection for Automated Visual Inspection: A Review
12. Harmonization of Diffusion MRI Data Obtained with Multiple Head Coils Using Hybrid CNNs
13. Contextual Attention Network: Transformer Meets U-Net
14. TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image Segmentation
15. Intervertebral Disc Labeling with Learning Shape Information, a Look once Approach
16. Ordinal Classification and Regression Techniques for Distinguishing Neutrophilic Cell Maturity Stages in Human Bone Marrow
17. Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography
18. Computation of Traveled Distance of Pigs in an Open Field with Fully Convolutional Neural Networks
19. Diffusion MRI Specific Pretraining by Self-supervision on an Auxiliary Dataset
20. Enhancing Diffusion Signal Augmentation Using Spherical Convolutions
21. Autoencoder-based Quality Assessment for Synthetic Diffusion-MRI Data
22. Reduction of Stain Variability in Bone Marrow Microscopy Images : Influence of Augmentation and Normalization Methods on Detection and Classification of Hematopoietic Cells
23. Rotation Invariance for Unsupervised Cell Representation Learning : Analysis of The Impact of Enforcing Rotation Invariance or Equivariance on Representation for Cell Classification
24. Image Quilting for Histological Image Synthesis
25. Scalable HEVC for Histological Whole-Slide Image Compression
26. Robust Open Field Rodent Tracking Using a Fully Convolutional Network and a Softargmax Distance Loss
27. Fully Automated Segmentation of the Psoas Major Muscle in Clinical CT Scans
28. Free-Water Correction in Diffusion MRI: A Reliable and Robust Learning Approach
29. Improving Pixel Embedding Learning Through Intermediate Distance Regression Supervision for Instance Segmentation
30. Semi-supervised Instance Segmentation with a Learned Shape Prior
31. A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative
32. Multi-task Learning for Brain Tumor Segmentation
33. Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning
34. Prediction of Liver Function Based on DCE-CT
35. Sodium Image Denoising Based on a Convolutional Denoising Autoencoder
36. Muti-shell Diffusion MRI Harmonisation and Enhancement Challenge (MUSHAC): Progress and Results
37. Spherical Harmonic Residual Network for Diffusion Signal Harmonization
38. Combined Learning for Similar Tasks with Domain-Switching Networks
39. Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification
40. GAN-Based Image Enrichment in Digital Pathology Boosts Segmentation Accuracy
41. Instance Segmentation of Biomedical Images with an Object-Aware Embedding Learned with Local Constraints
42. Segmentation of Brain Tumors and Patient Survival Prediction: Methods for the BraTS 2018 Challenge
43. MixNet: Multi-modality Mix Network for Brain Segmentation
44. Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods
45. Transfer Learning for Breast Cancer Malignancy Classification based on Dynamic Contrast-Enhanced MR Images
46. Towards Analysis of Mental Stress Using Thermal Infrared Tomography
47. Gradual Domain Adaptation for Segmenting Whole Slide Images Showing Pathological Variability
48. Evaluating Out-of-the-Box Methods for the Classification of Hematopoietic Cells in Images of Stained Bone Marrow
49. Which Way Round? A Study on the Performance of Stain-Translation for Segmenting Arbitrarily Dyed Histological Images
50. Reliable Estimation of the Number of Compartments in Diffusion MRI
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