Picture for Isabella Ellinger

Isabella Ellinger

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

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

Add code
Aug 03, 2023
Viaarxiv icon

Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images

Add code
Jun 15, 2022
Figure 1 for Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images
Figure 2 for Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images
Figure 3 for Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images
Figure 4 for Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images
Viaarxiv icon

FUSeg: The Foot Ulcer Segmentation Challenge

Add code
Jan 02, 2022
Figure 1 for FUSeg: The Foot Ulcer Segmentation Challenge
Figure 2 for FUSeg: The Foot Ulcer Segmentation Challenge
Figure 3 for FUSeg: The Foot Ulcer Segmentation Challenge
Figure 4 for FUSeg: The Foot Ulcer Segmentation Challenge
Viaarxiv icon

Automatic Foot Ulcer segmentation Using an Ensemble of Convolutional Neural Networks

Add code
Sep 03, 2021
Figure 1 for Automatic Foot Ulcer segmentation Using an Ensemble of Convolutional Neural Networks
Figure 2 for Automatic Foot Ulcer segmentation Using an Ensemble of Convolutional Neural Networks
Figure 3 for Automatic Foot Ulcer segmentation Using an Ensemble of Convolutional Neural Networks
Figure 4 for Automatic Foot Ulcer segmentation Using an Ensemble of Convolutional Neural Networks
Viaarxiv icon

CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images

Add code
Jan 02, 2021
Figure 1 for CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images
Figure 2 for CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images
Figure 3 for CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images
Figure 4 for CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images
Viaarxiv icon

Pollen Grain Microscopic Image Classification Using an Ensemble of Fine-Tuned Deep Convolutional Neural Networks

Add code
Nov 15, 2020
Figure 1 for Pollen Grain Microscopic Image Classification Using an Ensemble of Fine-Tuned Deep Convolutional Neural Networks
Figure 2 for Pollen Grain Microscopic Image Classification Using an Ensemble of Fine-Tuned Deep Convolutional Neural Networks
Figure 3 for Pollen Grain Microscopic Image Classification Using an Ensemble of Fine-Tuned Deep Convolutional Neural Networks
Figure 4 for Pollen Grain Microscopic Image Classification Using an Ensemble of Fine-Tuned Deep Convolutional Neural Networks
Viaarxiv icon

The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification

Add code
Aug 28, 2020
Figure 1 for The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification
Figure 2 for The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification
Figure 3 for The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification
Figure 4 for The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification
Viaarxiv icon

Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification

Add code
Jun 25, 2020
Figure 1 for Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification
Figure 2 for Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification
Figure 3 for Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification
Figure 4 for Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification
Viaarxiv icon

Skin Lesion Classification Using Hybrid Deep Neural Networks

Add code
Feb 27, 2017
Figure 1 for Skin Lesion Classification Using Hybrid Deep Neural Networks
Figure 2 for Skin Lesion Classification Using Hybrid Deep Neural Networks
Figure 3 for Skin Lesion Classification Using Hybrid Deep Neural Networks
Figure 4 for Skin Lesion Classification Using Hybrid Deep Neural Networks
Viaarxiv icon