Alert button
Picture for Claes Lundström

Claes Lundström

Alert button

Can uncertainty boost the reliability of AI-based diagnostic methods in digital pathology?

Dec 17, 2021
Milda Pocevičiūtė, Gabriel Eilertsen, Sofia Jarkman, Claes Lundström

Figure 1 for Can uncertainty boost the reliability of AI-based diagnostic methods in digital pathology?
Figure 2 for Can uncertainty boost the reliability of AI-based diagnostic methods in digital pathology?
Figure 3 for Can uncertainty boost the reliability of AI-based diagnostic methods in digital pathology?
Figure 4 for Can uncertainty boost the reliability of AI-based diagnostic methods in digital pathology?
Viaarxiv icon

Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications

Dec 10, 2021
Karin Stacke, Jonas Unger, Claes Lundström, Gabriel Eilertsen

Figure 1 for Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications
Figure 2 for Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications
Figure 3 for Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications
Figure 4 for Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications
Viaarxiv icon

Ensembles of GANs for synthetic training data generation

Apr 23, 2021
Gabriel Eilertsen, Apostolia Tsirikoglou, Claes Lundström, Jonas Unger

Figure 1 for Ensembles of GANs for synthetic training data generation
Figure 2 for Ensembles of GANs for synthetic training data generation
Figure 3 for Ensembles of GANs for synthetic training data generation
Figure 4 for Ensembles of GANs for synthetic training data generation
Viaarxiv icon

Unsupervised anomaly detection in digital pathology using GANs

Mar 16, 2021
Milda Pocevičiūtė, Gabriel Eilertsen, Claes Lundström

Figure 1 for Unsupervised anomaly detection in digital pathology using GANs
Figure 2 for Unsupervised anomaly detection in digital pathology using GANs
Figure 3 for Unsupervised anomaly detection in digital pathology using GANs
Figure 4 for Unsupervised anomaly detection in digital pathology using GANs
Viaarxiv icon

Survey of XAI in digital pathology

Aug 14, 2020
Milda Pocevičiūtė, Gabriel Eilertsen, Claes Lundström

Figure 1 for Survey of XAI in digital pathology
Figure 2 for Survey of XAI in digital pathology
Figure 3 for Survey of XAI in digital pathology
Figure 4 for Survey of XAI in digital pathology
Viaarxiv icon

A Closer Look at Domain Shift for Deep Learning in Histopathology

Sep 26, 2019
Karin Stacke, Gabriel Eilertsen, Jonas Unger, Claes Lundström

Figure 1 for A Closer Look at Domain Shift for Deep Learning in Histopathology
Figure 2 for A Closer Look at Domain Shift for Deep Learning in Histopathology
Figure 3 for A Closer Look at Domain Shift for Deep Learning in Histopathology
Figure 4 for A Closer Look at Domain Shift for Deep Learning in Histopathology
Viaarxiv icon