Human-AI Collaboration, Kartoniert / Broschiert

Klappentext

.- Design and assessment for joint systems and workflows. .- Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback. .- A methodology for clinically driven interactive segmentation evaluation. .- Interactive environments for clinical training, education, and human-AI teaming. .- Explainable AI for Automated User-specific Feedback in Surgical Skill Acquisition. .- Real-Time, Dynamic, and Highly Generalizable Ultrasound Image Simulation-Guided Procedure Training System for Musculoskeletal Minimally Invasive Treatment. .- Human-in-the-loop model training. .- Learning What is Worth Learning: Active and Sequential Domain Adaptation for Multi-modal Gross Tumor Volume Segmentation. .- Guided Active Learning for Medical Image Segmentation. .- Applications of human-AI interaction, collaboration, and human factor analysis. .- User Perception of Attention Visualizations: Effects on Interpretability Across Evidence-Based Medical Documents. .- Simulating Inter-observer Variability Across Clinical Experience Levels. .- Boosting transparency, interpretability, and risk management. .- Perceptual Evaluation of GANs and Diffusion Models for Generating X-rays.