AI 大模型

AI Agent

智能体、工具调用、规划、工作流、多智能体和自主任务执行。

2025-11-21 至 2025-11-21 共收录 2 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. 记忆与上下文管理 2 篇

2501.11875 2025-11-21 physics.med-ph 78%

Developing an Agent-Based Mathematical Model for Simulating Post-Irradiation Cellular Response: A Crucial Component of a Digital Twin Framework for Personalized Radiation Treatment

开发一种基于代理的数学模型以模拟照射后细胞响应：数字双框架中个性化放射治疗的关键组成部分

Ruirui Liu, Marciek H. Swat, James A. Glazier, Yu Lei, Sumin Zhou, Kathryn A. Higley

专题命中记忆与上下文管理：agent(title,abstract)

AI总结本文提出基于代理的数学模型，用于模拟细胞照射后的响应，为构建数字双框架提供关键支持，以实现个性化放射治疗的研究与预测。

2506.10825 2025-11-21 eess.IV cs.AI cs.CV 57%

Generalist Models in Medical Image Segmentation: A Survey and Performance Comparison with Task-Specific Approaches

通用模型在医学图像分割中的应用：一项调查与与任务特定方法的性能比较

Andrea Moglia, Matteo Leccardi, Matteo Cavicchioli, Alice Maccarini, Marco Marcon, Luca Mainardi, Pietro Cerveri

专题命中记忆与上下文管理：agentic(abstract)；分类 cs.AI

AI总结本文调查了通用模型在医学图像分割中的应用，对比了通用模型与任务特定方法的性能，探讨了其在监管、隐私、预算及临床转化等方面面临的挑战。

Comments 132 pages, 26 figures, 23 tables. Andrea Moglia and Matteo Leccardi are equally contributing authors

Journal ref Moglia A, et al.Generalist models in medical image segmentation: A survey and performance comparison with task-specific approaches. Inf Fus 2026 https://www.sciencedirect.com/science/article/pii/S156625352500781X