Gerda Bortsova

30 papers Journal 20Unranked 9

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data. J. Imaging Soumick Chatterjee, Kartik Prabhu, Mahantesh Pattadkal, Gerda Bortsova, Chompunuch Sarasaen, Florian Dubost, Hendrik Mattern, Marleen de Bruijne, Oliver Speck, Andreas Nürnberger
2021	J	`jnl`	Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray Images. CoRR Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, Marleen de Bruijne
2021	J	`jnl`	Adversarial attack vulnerability of medical image analysis systems: Unexplored factors. Medical Image Anal. Gerda Bortsova, Cristina González-Gonzalo, Suzanne C. Wetstein, Florian Dubost, Ioannis Katramados, Laurens Hogeweg, Bart Liefers, Bram van Ginneken, Josien P. W. Pluim, Mitko Veta, Clara I. Sánchez, Marleen de Bruijne
2021	J	`jnl`	Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Non-Contrast CT. CoRR Gerda Bortsova, Daniel Bos, Florian Dubost, Meike W. Vernooij, M. Kamran Ikram, Gijs van Tulder, Marleen de Bruijne
2020	J	`jnl`	Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors. CoRR 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
2020	J	`jnl`	Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem. IEEE Trans. Medical Imaging Ruwan B. Tennakoon, Gerda Bortsova, Silas Nyboe Ørting, Amirali K. Gostar, Mathilde M. W. Wille, Zaigham Saghir, Reza Hoseinnezhad, Marleen de Bruijne, Alireza Bab-Hadiashar
2020	J	`jnl`	DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset. CoRR Soumick Chatterjee, Kartik Prabhu, Mahantesh Pattadkal, Gerda Bortsova, Florian Dubost, Hendrik Mattern, Marleen de Bruijne, Oliver Speck, Andreas Nürnberger
2020	J	`jnl`	Weakly supervised object detection with 2D and 3D regression neural networks. Medical Image Anal. Florian Dubost, Hieab Adams, Pinar Yilmaz, Gerda Bortsova, Gijs van Tulder, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne
2019	J	`jnl`	3D regression neural network for the quantification of enlarged perivascular spaces in brain MRI. Medical Image Anal. Florian Dubost, Hieab Adams, Gerda Bortsova, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne
2019	J	`jnl`	Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural Networks. CoRR Florian Dubost, Benjamin Collery, Antonin Renaudier, Axel Roc, Nicolas Posocco, Gerda Bortsova, Wiro J. Niessen, Marleen de Bruijne
2019	J	`jnl`	Enlarged perivascular spaces in brain MRI: Automated quantification in four regions. NeuroImage Florian Dubost, Pinar Yilmaz, Hieab Adams, Gerda Bortsova, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne
2019	—	`conf`	Hydranet: Data Augmentation for Regression Neural Networks. MICCAI (4) Florian Dubost, Gerda Bortsova, Hieab Adams, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne
2019	J	`jnl`	Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation. CoRR Shuai Chen, Gerda Bortsova, Antonio Garcia-Uceda Juarez, Gijs van Tulder, Marleen de Bruijne
2019	—	`conf`	Multi-task Attention-Based Semi-supervised Learning for Medical Image Segmentation. MICCAI (3) Shuai Chen, Gerda Bortsova, Antonio García-Uceda Juárez, Gijs van Tulder, Marleen de Bruijne
2019	J	`jnl`	Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations. CoRR Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, Marleen de Bruijne
2019	—	`conf`	Semi-supervised Medical Image Segmentation via Learning Consistency Under Transformations. MICCAI (6) Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, Marleen de Bruijne
2019	J	`jnl`	Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks. CoRR Florian Dubost, Hieab Adams, Pinar Yilmaz, Gerda Bortsova, Gijs van Tulder, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne
2018	J	`jnl`	3D Regression Neural Network for the Quantification of Enlarged Perivascular Spaces in Brain MRI. CoRR Florian Dubost, Hieab Adams, Gerda Bortsova, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne
2018	—	`conf`	Deep Learning from Label Proportions for Emphysema Quantification. MICCAI (2) Gerda Bortsova, Florian Dubost, Silas N. Ørting, Ioannis Katramados, Laurens Hogeweg, Laura H. Thomsen, Mathilde M. W. Wille, Marleen de Bruijne
2018	J	`jnl`	Deep Learning from Label Proportions for Emphysema Quantification. CoRR Gerda Bortsova, Florian Dubost, Silas N. Ørting, Ioannis Katramados, Laurens Hogeweg, Laura H. Thomsen, Mathilde M. W. Wille, Marleen de Bruijne
2018	J	`jnl`	Hydranet: Data Augmentation for Regression Neural Networks. CoRR Florian Dubost, Gerda Bortsova, Hieab Adams, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne
2017	—	`conf`	GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network. MICCAI (3) Florian Dubost, Gerda Bortsova, Hieab Adams, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne
2017	J	`jnl`	GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network. CoRR Florian Dubost, Gerda Bortsova, Hieab Adams, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne
2017	—	`conf`	Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks. MICCAI (3) Gerda Bortsova, Gijs van Tulder, Florian Dubost, Tingying Peng, Nassir Navab, Aad van der Lugt, Daniel Bos, Marleen de Bruijne
2017	J	`jnl`	Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks. CoRR Gerda Bortsova, Gijs van Tulder, Florian Dubost, Tingying Peng, Nassir Navab, Aad van der Lugt, Daniel Bos, Marleen de Bruijne
2016	—	`conf`	Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields. MLMI@MICCAI Gerda Bortsova, Michael Sterr, Lichao Wang, Fausto Milletari, Nassir Navab, Anika Böttcher, Heiko Lickert, Fabian J. Theis, Tingying Peng
2016	J	`jnl`	Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields. CoRR Gerda Bortsova, Michael Sterr, Lichao Wang, Fausto Milletari, Nassir Navab, Anika Böttcher, Heiko Lickert, Fabian J. Theis, Tingying Peng
2014	—	`ch.`	Building a Knowledge Base for Expert System in Information Security. Soft Computing in Artificial Intelligence Lyazzat Atymtayeva, Kanat T. Kozhakhmet, Gerda Bortsova
2014	—	`conf`	Derivation of Complex Linguistic Summaries from Databases for a More Human Consistent Data Analysis. MAICS Gerda Bortsova, Pakizar Shamoi
2012	—	`conf`	Expert System for Security Audit Using Fuzzy Logic. MAICS Kanat T. Kozhakhmet, Gerda Bortsova, Atsushi Inoue, Lyazzat Atymtayeva