Alert button
Picture for Gerda Bortsova

Gerda Bortsova

Alert button

Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Non-Contrast CT

Jul 20, 2021
Gerda Bortsova, Daniel Bos, Florian Dubost, Meike W. Vernooij, M. Kamran Ikram, Gijs van Tulder, Marleen de Bruijne

Figure 1 for Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Non-Contrast CT
Figure 2 for Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Non-Contrast CT
Figure 3 for Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Non-Contrast CT
Figure 4 for Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Non-Contrast CT
Viaarxiv icon

Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray Images

Apr 07, 2021
Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, Marleen de Bruijne

Figure 1 for Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray Images
Figure 2 for Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray Images
Figure 3 for Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray Images
Figure 4 for Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray Images
Viaarxiv icon

State-of-the-art segmentation network fooled to segment a heart symbol in chest X-Ray images

Mar 31, 2021
Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, Marleen de Bruijne

Figure 1 for State-of-the-art segmentation network fooled to segment a heart symbol in chest X-Ray images
Figure 2 for State-of-the-art segmentation network fooled to segment a heart symbol in chest X-Ray images
Figure 3 for State-of-the-art segmentation network fooled to segment a heart symbol in chest X-Ray images
Figure 4 for State-of-the-art segmentation network fooled to segment a heart symbol in chest X-Ray images
Viaarxiv icon

DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset

Jun 18, 2020
Soumick Chatterjee, Kartik Prabhu, Mahantesh Pattadkal, Gerda Bortsova, Florian Dubost, Hendrik Mattern, Marleen de Bruijne, Oliver Speck, Andreas Nürnberger

Figure 1 for DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
Figure 2 for DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
Figure 3 for DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
Figure 4 for DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
Viaarxiv icon

Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors

Jun 12, 2020
Suzanne C. Wetstein, Cristina González-Gonzalo, Gerda Bortsova, Bart Liefers, Florian Dubost, Ioannis Katramados, Laurens Hogeweg, Bram van Ginneken, Josien P. W. Pluim, Marleen de Bruijne, Clara I. Sánchez, Mitko Veta

Figure 1 for Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors
Figure 2 for Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors
Viaarxiv icon

Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural Networks

Dec 11, 2019
Florian Dubost, Benjamin Collery, Antonin Renaudier, Axel Roc, Nicolas Posocco, Gerda Bortsova, Wiro Niessen, Marleen de Bruijne

Figure 1 for Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural Networks
Figure 2 for Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural Networks
Viaarxiv icon

Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations

Nov 04, 2019
Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, Marleen de Bruijne

Figure 1 for Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations
Figure 2 for Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations
Figure 3 for Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations
Viaarxiv icon

Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation

Jul 29, 2019
Shuai Chen, Gerda Bortsova, Antonio Garcia-Uceda Juarez, Gijs van Tulder, Marleen de Bruijne

Figure 1 for Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation
Figure 2 for Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation
Figure 3 for Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation
Figure 4 for Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation
Viaarxiv icon