面向社区医疗的 AI 风险识别模块化警戒机器
机器学习
2025-06-23 v1
摘要
"DHEAL-COM - 社区医学数字健康解决方案"是一个由意大利卫生部资助的研究与技术项目，旨在开发社区医疗领域的感兴趣数字解决方案。DHEAL-COM 框架下的工作允许科学家收集大量多模态数据，其解释可通过机器学习算法进行。本研究阐述了一个由众多无监督和监督方法构成的通用自动化管线，这些方法能够消耗此类数据，提供预测结果，并通过特征识别辅助模型解释。
引用
@article{arxiv.2506.15823,
title = {AI-based modular warning machine for risk identification in proximity healthcare},
author = {Chiara Razzetta and Shahryar Noei and Federico Barbarossa and Edoardo Spairani and Monica Roascio and Elisa Barbi and Giulia Ciacci and Sara Sommariva and Sabrina Guastavino and Michele Piana and Matteo Lenge and Gabriele Arnulfo and Giovanni Magenes and Elvira Maranesi and Giulio Amabili and Anna Maria Massone and Federico Benvenuto and Giuseppe Jurman and Diego Sona and Cristina Campi},
journal= {arXiv preprint arXiv:2506.15823},
year = {2025}
}