Expert System for Security Audit Using Fuzzy Logic. - Kanat T. Kozhakhmet; Gerda Bortsova; Atsushi Inoue; Lyazzat Atymtayeva (MAICS, 2012)

Methodology and ontology of expert system for information security audit. - Lyazzat B. Atymtayeva; Gerda K. Bortsova; Atsushi Inoue; Kanat T. Kozhakhmet (SCIS&ISIS, 2012)

Derivation of Complex Linguistic Summaries from Databases for a More Human Consistent Data Analysis. - Gerda Bortsova; Pakizar Shamoi (MAICS, 2014)

Building a Knowledge Base for Expert System in Information Security. - Lyazzat Atymtayeva; Kanat T. Kozhakhmet; Gerda Bortsova (Soft Computing in Artificial Intelligence, 2014)

Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields. - Gerda Bortsova; Michael Sterr; Lichao Wang; Fausto Milletari; Nassir Navab; Anika Böttcher; Heiko Lickert; Fabian J. Theis; Tingying Peng (MLMI@MICCAI, 2016)

Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks. - Gerda Bortsova; Gijs van Tulder; Florian Dubost; Tingying Peng; Nassir Navab; Aad van der Lugt; Daniel Bos; Marleen de Bruijne (MICCAI (3), 2017)

GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network. - Florian Dubost; Gerda Bortsova; Hieab Adams; Mohammad Arfan Ikram; Wiro J. Niessen; Meike W. Vernooij; Marleen de Bruijne (MICCAI (3), 2017)

Deep Learning from Label Proportions for Emphysema Quantification. - Gerda Bortsova; Florian Dubost; Silas N. Ørting; Ioannis Katramados; Laurens Hogeweg; Laura H. Thomsen; Mathilde M. W. Wille; Marleen de Bruijne (MICCAI (2), 2018)

Semi-supervised Medical Image Segmentation via Learning Consistency Under Transformations. - Gerda Bortsova; Florian Dubost; Laurens Hogeweg; Ioannis Katramados; Marleen de Bruijne (MICCAI (6), 2019)

Multi-task Attention-Based Semi-supervised Learning for Medical Image Segmentation. - Shuai Chen; Gerda Bortsova; Antonio García-Uceda Juárez; Gijs van Tulder; Marleen de Bruijne (MICCAI (3), 2019)

Hydranet: Data Augmentation for Regression Neural Networks. - Florian Dubost; Gerda Bortsova; Hieab Adams; Mohammad Arfan Ikram; Wiro J. Niessen; Meike W. Vernooij; Marleen de Bruijne (MICCAI (4), 2019)

Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural Networks. - Florian Dubost; Benjamin Collery; Antonin Renaudier; Axel Roc; Nicolas Posocco; Gerda Bortsova; Wiro J. Niessen; Marleen de Bruijne (CoRR, 2019)

3D regression neural network for the quantification of enlarged perivascular spaces in brain MRI. - Florian Dubost; Hieab Adams; Gerda Bortsova; Mohammad Arfan Ikram; Wiro J. Niessen; Meike W. Vernooij; Marleen de Bruijne (Medical Image Anal., 2019)

Enlarged perivascular spaces in brain MRI: Automated quantification in four regions. - Florian Dubost; Pinar Yilmaz; Hieab Adams; Gerda Bortsova; Mohammad Arfan Ikram; Wiro J. Niessen; Meike W. Vernooij; Marleen de Bruijne (NeuroImage, 2019)

DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset. - Soumick Chatterjee; Kartik Prabhu; Mahantesh Pattadkal; Gerda Bortsova; Florian Dubost; Hendrik Mattern; Marleen de Bruijne; Oliver Speck; Andreas Nürnberger (CoRR, 2020)

Weakly supervised object detection with 2D and 3D regression neural networks. - Florian Dubost; Hieab Adams; Pinar Yilmaz; Gerda Bortsova; Gijs van Tulder; Mohammad Arfan Ikram; Wiro J. Niessen; Meike W. Vernooij; Marleen de Bruijne (Medical Image Anal., 2020)

Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem. - 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 (IEEE Trans. Medical Imaging, 2020)

Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray Images. - Gerda Bortsova; Florian Dubost; Laurens Hogeweg; Ioannis Katramados; Marleen de Bruijne (CoRR, 2021)

Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Non-Contrast CT. - Gerda Bortsova; Daniel Bos; Florian Dubost; Meike W. Vernooij; M. Kamran Ikram; Gijs van Tulder; Marleen de Bruijne (CoRR, 2021)

Adversarial attack vulnerability of medical image analysis systems: Unexplored factors. - 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 (Medical Image Anal., 2021)

DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data. - Soumick Chatterjee; Kartik Prabhu; Mahantesh Pattadkal; Gerda Bortsova; Chompunuch Sarasaen; Florian Dubost; Hendrik Mattern; Marleen de Bruijne; Oliver Speck; Andreas Nürnberger (J. Imaging, 2022)