Author

Sonja Zillner

Observed names: S. Zillner, Zillner Sonja, Zillner, Sonja

Institutions: Siemens (Germany), Technical University of Munich

Observed institutions: University of Applied Sciences Technikum Wien, University of Vienna, Siemens (Germany), TU Wien, Ollscoil na Gaillimhe – University of Galway, Universitätsklinikum Erlangen, Engineering (Italy), Insight SFI Research Centre for Data Analytics, Technical University of Munich, Steinbeis University Berlin

OpenAlex ID: A5034717531

Semantics and CBIR

2008 · Xiang Sean Zhou, Sonja Zillner, et al. · ACM International Conference on Image and Video Retrieval (CIVR) · 45

Overview of the CPS for Smart Factories Project: Deep Learning, Knowledge Acquisition, Anomaly Detection and Intelligent User Interfaces

2016 · Daniel Sonntag, Sonja Zillner, et al. · Springer series in wireless technology · 43

Technologies and Applications for Big Data Value

2022 · Edward Curry, Sören Auer, et al. · Springer eBooks · 34

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Semantic Visualization of Patient Information

2008 · Sonja Zillner, Tamas Hauer, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 32

The Clinical Data Intelligence Project

2015 · Daniel Sonntag, Volker Tresp, et al. · Informatik-Spektrum · 29

Big Data-Driven Innovation in Industrial Sectors

2016 · Sonja Zillner, Tilman Becker, et al. · Springer eBooks · 24

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Big Data in the Health Sector

2016 · Sonja Zillner, Sabrina Neururer · Springer eBooks · 23

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Technology Roadmap Development for Big Data Healthcare Applications

2014 · Sonja Zillner, Sabrina Neururer · Künstliche Intell. · 22

Identifying pathological findings in German radiology reports using a syntacto-semantic parsing approach

2013 · Claudia Bretschneider, Sonja Zillner, et al. · 21

Pillars of Ontology Treatment in the Medical Domain

2009 · Daniel Sonntag, Pinar Wennerberg, et al. · Journal of Cases on Information Technology · 21

Medical Data Integration and the Semantic Annotation of Medical Protocols

2008 · Rafael Berlanga, Ernesto Jimenez-Ruiz, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 21

Towards a technology roadmap for big data applications in the healthcare domain

2014 · Sonja Zillner, Heiner Oberkampf, et al. · IEEE International Conference on Information Reuse and Integration (IRI) · 20

Data Sharing Spaces: The BDVA Perspective

2022 · Edward Curry, Tuomo Tuikka, et al. · Springer eBooks · 19

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Data Economy 2.0: From Big Data Value to AI Value and a European Data Space

2021 · Sonja Zillner, Jon Ander Gomez, et al. · Springer eBooks · 17

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Interpreting Patient Data using Medical Background Knowledge

2014 · Heiner Oberkampf, Sonja Zillner, et al. · OPUS (Augsburg University) · 17

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AI Hazard Management: A Framework for the Systematic Management of Root Causes for AI Risks

2024 · Ronald Schnitzer, Andreas Hapfelmeier, et al. · Frontiers of artificial intelligence, ethics and multidisciplinary applications. · 16

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Towards intelligent manufacturing, semantic modelling for the steel industry.**The research leading to these results has received funding from the European Community’s Research Fund for Coal and Steel (RFCS) under grant agreement n° CT 2012 00038 (I2MSteel).

2016 · Sonja Zillner, Alexander Ebel, et al. · IFAC-PapersOnLine · 16

An Architecture for Semantic Navigation and Reasoning with Patient Data - Experiences of the Health-e-Child Project

2008 · Tamás Hauer, Dmitry Rogulin, et al. · Lecture notes in computer science · 16

Towards Medical Cyber-Physical Systems: Multimodal Augmented Reality for Doctors and Knowledge Discovery about Patients

2013 · Daniel Sonntag, Sonja Zillner, et al. · Lecture notes in computer science · 15

Ontology – Supported Machine Learning and Decision Support in Biomedicine

2007 · Alexey Tsymbal, Sonja Zillner, et al. · Springer eBooks · 15

Landscape of AI Safety Concerns - A Methodology to Support Safety Assurance for AI-Based Autonomous Systems

2024 · Ronald Schnitzer, Lennart Kilian, et al. · International Conference on System Reliability and Safety (ICSRS) · 14

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Semantic representation of reported measurements in radiology

2015 · Heiner Oberkampf, Sonja Zillner, et al. · BMC Medical Informatics and Decision Making · 14

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The Medical Cyber-physical Systems Activity at EIT: A Look under the Hood

2014 · Daniel Sonntag, Sonja Zillner, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 14

Automatic Extraction of Breast Cancer Information from Clinical Reports

2017 · Claudia Breischneider, Sonja Zillner, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 13

User Needs and Requirements Analysis for Big Data Healthcare Applications

2014 · Zillner Sonja, Lasierra Nelia, et al. · Studies in health technology and informatics · 13

Works count: 108

Citation count: 813

H-index: 16

I10-index: 34