03712nam 22005535 450 991104782900332120251029120413.09783032089700(electronic bk.)978303208969410.1007/978-3-032-08970-0(MiAaPQ)EBC32383137(Au-PeEL)EBL32383137(CKB)41986548700041(DE-He213)978-3-032-08970-0(OCoLC)1549517318(EXLCZ)994198654870004120251029d2026 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierHuman-AI Collaboration First International Workshop, HAIC 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings /edited by Xiaoqing Guo, Yueming Jin, Hala Lamdouar, Qianhui Men, Cheng Ouyang, Manish Sahu, S. Swaroop Vedula1st ed. 2026.Cham :Springer Nature Switzerland :Imprint: Springer,2026.1 online resource (151 pages)Lecture Notes in Computer Science,1611-3349 ;16214Print version: Guo, Xiaoqing Human-AI Collaboration Cham : Springer,c2025 9783032089694 -- 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.This book constitutes the refereed proceedings of the First International Workshop, HAIC 2025, held in Conjunction with MICCAI 2025, Daejeon, South Korea, in September 27, 2025. The 9 full papers presented in this book were carefully selected and reviewed from 12 submissions. These papers have been organized in the following topical sections: Medical image computing; computer-assisted intervention; human-ai collaboration; human-computer interaction; human factor modeling; medical image analysis.Lecture Notes in Computer Science,1611-3349 ;16214Computer scienceComputer ScienceComputer science.Computer Science.004Guo Xiaoqing1860779Jin Yueming1431761Lamdouar Hala1860780Men Qianhui1860781Ouyang Cheng1785285Sahu Manish1860782Vedula S. Swaroop1860783MiAaPQMiAaPQMiAaPQ9911047829003321Human-AI Collaboration4466506UNINA