Vössing, Michael
- Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts
2022/06/16 by Patrick Hemmer, Sebastian Schellhammer, Hemmer, Patrick +7 · 8 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Data-Centric Artificial Intelligence
2022/12/22 by Johannes Jakubik, Michael Vössing, Jakubik, Johannes +7 · 9 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Data Quality and Management #FOS: Computer and information sciences #Software System Performance and Reliability
- Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence
2024/03/21 by Patrick Hemmer, Max Schemmer, Hemmer, Patrick +7 · 12 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Learning to Defer with Limited Expert Predictions
2023/04/14 by Patrick Hemmer, Hemmer, Patrick, Lukas Thede +7 · 5 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- On the Effect of Information Asymmetry in Human-AI Teams
2022/05/03 by Patrick Hemmer, Max Schemmer, Hemmer, Patrick +7 · 2 citations
Business, Management and Accounting · Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Cognitive Science and Mapping #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC)
- What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
2023/06/27 by Benedikt Blumenstiel, Johannes Jakubik, Blumenstiel, Benedikt +5 · 2 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
- Human Delegation Behavior in Human-AI Collaboration: The Effect of Contextual Information
2024/01/09 by Philipp Spitzer, Joshua Holstein, Spitzer, Philipp +11 · 4 citations
Psychology · Business, Management and Accounting · #Human-Automation Interaction and Safety #Big Data and Business Intelligence #Team Dynamics and Performance
- Improving Label Error Detection and Elimination with Uncertainty Quantification
2024/05/15 by Johannes Jakubik, Jakubik, Johannes, Michael Vössing +7 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
- Factors that influence the adoption of human-AI collaboration in clinical decision-making
2022/04/19 by Patrick Hemmer, Hemmer, Patrick, Max Schemmer +9 · 1 citation
Medicine · Psychology · #Artificial Intelligence in Healthcare and Education #Digital Mental Health Interventions
- An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-Making
2022/08/08 by Jakubik, Johannes, Schöffer, Jakob, Hoge, Vincent +2 · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts
2023/07/06 by Jakubik, Johannes, Weber, Daniel, Hemmer, Patrick +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition
2025/01/19 by He, Gaole, Hemmer, Patrick, Vössing, Michael +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation
2023/12/05 by Simeon Allmendinger, Patrick Hemmer, Allmendinger, Simeon +13 · 1 citation
Medicine · #Artificial Intelligence (cs.AI) #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Tissues and Organs (q-bio.TO) #electronic engineering #information engineering