Picture for Ramona Woitek

Ramona Woitek

Evaluating Pre-trained Convolutional Neural Networks and Foundation Models as Feature Extractors for Content-based Medical Image Retrieval

Add code
Sep 14, 2024
Viaarxiv icon

WCEbleedGen: A wireless capsule endoscopy dataset and its benchmarking for automatic bleeding classification, detection, and segmentation

Add code
Aug 22, 2024
Viaarxiv icon

Capsule Vision 2024 Challenge: Multi-Class Abnormality Classification for Video Capsule Endoscopy

Add code
Aug 09, 2024
Viaarxiv icon

A Self-Supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer

Add code
Jul 24, 2024
Viaarxiv icon

Breast Histopathology Image Retrieval by Attention-based Adversarially Regularized Variational Graph Autoencoder with Contrastive Learning-Based Feature Extraction

Add code
May 07, 2024
Viaarxiv icon

Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization

Add code
Sep 12, 2023
Viaarxiv icon

Breast MRI radiomics and machine learning radiomics-based predictions of response to neoadjuvant chemotherapy -- how are they affected by variations in tumour delineation?

Add code
Sep 03, 2023
Viaarxiv icon

NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images

Add code
Aug 03, 2023
Viaarxiv icon

Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation

Add code
Sep 20, 2022
Figure 1 for Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation
Figure 2 for Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation
Figure 3 for Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation
Figure 4 for Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation
Viaarxiv icon

3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning

Add code
May 15, 2020
Figure 1 for 3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
Figure 2 for 3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
Figure 3 for 3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
Figure 4 for 3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
Viaarxiv icon