Patrick Hemmer
- Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts
2022/06/16 by Patrick Hemmer, Hemmer, Patrick, Sebastian Schellhammer +7 · 9 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)
- Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence
2024/03/21 by Patrick Hemmer, Hemmer, Patrick, Max Schemmer +7 · 14 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, Lukas Thede, Hemmer, Patrick +7 · 6 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
- DEAL: Deep Evidential Active Learning for Image Classification
2020/07/22 by Patrick Hemmer, Niklas Kühl, Hemmer, Patrick +3 · 2 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- 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)
- Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making
2022/04/14 by Max Schemmer, Patrick Hemmer, Schemmer, Max +7 · 2 citations
Decision Sciences · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Decision-Making and Behavioral Economics #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- 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
- 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
- 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