
Lab 1 – RAIL: Responsible Decision Support for Efficient and Dynamic Railway Systems
- PhD1.1: Open – Cooperation between human and AI planners
- PhD1.2: Open – Robust planning and resilience
- PhD1.3: Open – Quickly reacting to changes and disruptions
- PhD1.4: Filled – Supporting strategic decisions regarding the infrastructure capacity
- PhD1.5: Filled – Learning from previous situations and producing recognizable plans
- PhD2.1: Opens soon – Collaborative knowledge synthesis
- PhD2.2: Opens soon – Integration and linking of distributed knowledge fragments
- PhD2.3: Opens soon – Coordinated knowledge repair, refinement and completion
- PhD2.4: Opens soon – AI-supported text-based knowledge capture
- PhD2.5: Opens soon – Responsible innovation
Lab 3 – AI-FAIR: AI for Automotive Imaging Radar
- PhD3.1: Opens soon – Physics-based deep learning for super-resolution compressive radar
- PhD3.2: Opens soon – Deep learning for radar artifact mitigation
- PhD3.3: Opens soon – Deep learning for 4D automotive imaging radar collision prediction
- PhD3.4: Opens soon – Neural architecture search for 4D Imaging radar networks
- PhD3.5: Opens soon – Explainable deep data-driven AI
Lab 4 – REM: Responsible Media Lab
- PhD4.1: Closed – Transparency and explainability of AI systems and decisions for news
- PhD4.2: Closed – Explaining recommendations
- PhD4.3: Opens soon – Synergies between platforms
- PhD4.4: Opens soon – Network perspective on content and user behavior
- PhD4.5: Closed – Generating news content
Lab 5 – ICAI Stroke Lab: From 112 to Rehabilitation
- PhD5.1: Closed – Pre-interventional stroke data & AI
- PhD5.2: Closed – Clinical decision support and EVT optimization
- PhD5.3: Closed – Image-guided intervention
- PhD5.4: Closed – Rehabilitation
- PhD5.5: Closed – User acceptance of AI tools
Lab 6 – Trustworthy AI for Magnetic Resonance Imaging
- PhD6.1: Closed – Trustworthy AI for adaptive and precision MR protocols
- PhD6.2: Filled – End-to-end deep learning quantitative MR reconstruction
- PhD6.3: Closed – Trustworthy AI for integrated diagnostics of brain tumors
- PhD6.4: Filled – Trustworthy AI for improved diagnosis of bone and soft-tissue lesions on MRI
- PhD6.5: Closed – Acceptance of radiological AI technology in a clinical setting
Lab 7 – Safeguard: Auditing for Responsible AI Software Systems
- PhD7.1: Open – Fairness of AI software systems
- PhD7.2: Open – Audits for explainability and transparency for AI software
- PhD7.3: Open – Auditing responsibility and accountability of AI software systems
- PhD7.4: Open – Auditing framework and tool for robust and reliable AI software development
- PhD7.5: Open – Testing AI software
Lab 8 – ILUSTRE: Innovation Lab for Utilities on Sustainable Technology and Renewable Energy
- PhD8.1: Opens soon – AI for decision support in water desalination, recycling and purification
- PhD8.2: Opens soon – AI for power load and renewable energy forecasting in electricity grids
- PhD8.3: Opens soon – AI for predictive maintenance in water and electricity infrastructure
- PhD8.4: Opens soon – AI for power grid balancing using recommendation-enhanced demand response
- PhD8.5: Opens soon – Social support for the real-world introduction of AI in critical infrastructure
Lab 9 – AI4MRI: MRI Made Faster, Cheaper, and Better
- PhD9.1: Filled – AI-based reconstruction for robust single-contrast MR imaging
- PhD9.2: Filled – AI-based reconstruction for multi-contrast MR imaging
- PhD9.3: Opens soon – AI-based reconstruction for 4D free-breathing cardiac MRI
- PhD9.4: Opens soon – AI adaptation to new developments in MRI
- PhD9.5: Filled – Effectiveness of accelerated MR imaging
- PhD10.1: Filled – Digital progression biomarkers based on real-life monitoring
- PhD10.2: Filled – Digital progression biomarkers based on real-life monitoring
- PhD10.3: Filled – Relationship between clinical and pathophysiological subtypes and PD progression
- PhD10.4: Opens soon – AI-based video analysis for differential diagnosis
- PhD10.5: Opens soon – Trust in AI-based remote monitoring tools for PD research & self-management
Lab 11 – MERAI: MeVis and Radboudumc AI Lab
- PhD11.1: Filled – AI for automated CT lung screening
- PhD11.2: Closed – Ethical, legal & societal aspects of automated screening of CT scans
- PhD11.3: Filled – Automated detection of incidental findings in lung CT
- PhD11.4: Opens soon – Accurate lung cancer diagnosis & staging using AI-based detection and quantification
- PhD11.5: Opens soon – Artificial intelligence for new modalities in cancer diagnostics
Lab 12 – ASM ICAI Lab: Advanced Semiconductor Manufacturing ICAI Lab
- PhD12.1: Opens soon – Simulation-based machine learning
- PhD12.2: Filled – Predictive maintenance
- PhD12.3: Opens soon – Adaptive deep learning
- PhD12.4: Filled – Neuromorphic computing
- PhD12.5: Opens soon – Trustworthy deep learning
Lab 13 – AI for Energy Grids Lab
- PhD13.1: Filled – Graph neural networks & reinforcement learning
- PhD13.2: Filled – State-estimation with AI
- PhD13.3: Filled – Risk-based investments and operation
- PhD13.4: Filled – Digital mesh/decentralized control of energy flows
- PhD13.5: Filled – Responsible & trustworthy AI for distribution system operation
Lab 15 – CARA Lab: Cardiology lab with Abbott, Radboudumc and AmsterdamUMC
- PhD15.1: Filled – Automated OCT-assessment
- PhD15.2: Closed – End-to-end learning for vulnerable plaque features
- PhD15.3: Filled – Optimizing OCT-derived physiological measures
- PhD15.4: Opens soon – Prediction of stent failure
- PhD15.5: Opens soon – AI-driven OCT guidance in coronary revascularization
- PhD16.1: Opens soon – Model-driven AI methods for prostate MRI analysis
- PhD16.2: Opens soon – Model-driven AI methods for prostate MRI analysis
- PhD16.3: Opens soon – Prostate MRI detection AI – Scientific quality management for repeatability and safety
- PhD16.4: Filled – AI-assisted MRI surveillance of prostate cancer
- PhD16.5: Opens soon – AI-assisted MR acquisition and steering
Lab 17 – FEPLab: Free Energy Principle Lab
- PhD17.1: Filled – Reactive message passing for robust inference
- PhD17.2: Filled – Reactive message passing for FEP agents
- PhD17.3: Closed – Generative probabilistic models for audio processing
- PhD17.4: Opens soon – Generative probabilistic models for covert user interactions
- PhD17.5: Closed – Interaction design for hearing aid personalization
Lab 18 – TAIM: Trustworthy AI for Media Lab
- PhD18.1: Filled – Automated subtitling for TV
- PhD18.2: Closed – Full page personalization
- PhD18.3: Filled – Synthetic media: Automatic promo material
- PhD18.4: Filled – Perfect ad position
- PhD18.5: Closed – Diversity & bias in AI and content