Kaissis, Georgios
- FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023/08/11 by Karim Lekadir, Aasa Feragen, Lekadir, Karim +214 · 14 citations
Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
- Relationformer: A Unified Framework for Image-to-Graph Generation
2022/03/19 by Shit, Suprosanna, Koner, Rajat, Wittmann, Bastian +8 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks
2017/02/20 by Christ, Patrick Ferdinand, Ettlinger, Florian, Grün, Felix +17 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MAD: Modality Agnostic Distance Measure for Image Registration
2023/09/06 by Vasiliki Sideri‐Lampretsa, Veronika A. Zimmer, Sideri-Lampretsa, Vasiliki +7 · 3 citations
Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- ChEX: Interactive Localization and Region Description in Chest X-rays
2024/04/24 by Philip C. Müller, Georgios Kaissis, Müller, Philip +3 · 4 citations
Medicine · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
- SoK: Differential Privacy on Graph-Structured Data
2022/03/17 by Tamara T. Mueller, Dmitrii Usynin, Mueller, Tamara T. +7 · 2 citations
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection
- Membership Inference Attacks Against Semantic Segmentation Models
2022/12/02 by Tomas Chobola, Chobola, Tomas, Dmitrii Usynin +3 · 2 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Attack-Aware Noise Calibration for Differential Privacy
2024/07/02 by Bogdan Kulynych, Kulynych, Bogdan, Juan Felipe Gomez +8 · 1 voice · 2 citations
Computer Science · Engineering · #Information and Cyber Security #Network Security and Intrusion Detection #Smart Grid Security and Resilience #cs.AI #cs.CR #cs.LG #math.ST #stat.ML
- Privacy-preserving medical image analysis
2020/12/10 by Ziller, Alexander, Passerat-Palmbach, Jonathan, Ryffel, Théo +8 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Addressing Benchmarking Gaps in Large Language Models for Health and Medicine with Dynamic Red-Teaming
2025/07/30 by Jiazhen Pan, Bailiang Jian, Pan, Jiazhen +42 · 1 voice · 7 citations
Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
- Redirection for Erasing Memory (REM): Towards a universal unlearning method for corrupted data
2025/05/23 by Schoepf, Stefan, Mozer, Michael Curtis, Mitchell, Nicole Elyse +4 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-modal unsupervised brain image registration using edge maps
2022/02/09 by Sideri-Lampretsa, Vasiliki, Kaissis, Georgios, Rueckert, Daniel · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Differentially private training of residual networks with scale normalisation
2022/03/01 by Helena Klause, Alexander Ziller, Klause, Helena +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- SmoothNets: Optimizing CNN architecture design for differentially private deep learning
2022/05/09 by Nicolas W. Remerscheid, Alexander Ziller, Remerscheid, Nicolas W. +5 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
- The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images
2022/11/14 by Philip C. Müller, Müller, Philip, Georgios Kaissis +3 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Robust Detection Outcome: A Metric for Pathology Detection in Medical Images
2023/03/03 by Felix Meissen, Philip C. Müller, Meissen, Felix +5 · 1 citation
Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Bounding data reconstruction attacks with the hypothesis testing interpretation of differential privacy
2023/07/08 by Georgios Kaissis, Jamie Hayes, Kaissis, Georgios +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Anatomy-Driven Pathology Detection on Chest X-rays
2023/09/05 by Müller, Philip, Meissen, Felix, Brandt, Johannes +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Laplace Sample Information: Data Informativeness Through a Bayesian Lens
2025/05/21 by Johannes Kaiser, Kaiser, Johannes, Kristian Schwethelm +5 · 1 citation
Decision Sciences · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Information Theory (cs.IT) #Machine Learning (cs.LG) #Statistics Education and Methodologies
- Improved Localized Machine Unlearning Through the Lens of Memorization
2024/12/03 by Reihaneh Torkzadehmahani, Reza Nasirigerdeh, Torkzadehmahani, Reihaneh +9 · 1 citation
Computer Science · Engineering · #Educational Technology and Assessment #Experimental Learning in Engineering #FOS: Computer and information sciences #Machine Learning (cs.LG)