cs.AI updates on arXiv.org 07月29日 12:21
MAIA: A Collaborative Medical AI Platform for Integrated Healthcare Innovation
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本文介绍MAIA平台,一个开源的AI医疗协作平台,旨在促进临床医生、研究人员和AI开发者之间的跨学科合作,支持数据管理、模型开发等,加速AI研究向临床应用转化。

arXiv:2507.19489v1 Announce Type: new Abstract: The integration of Artificial Intelligence (AI) into clinical workflows requires robust collaborative platforms that are able to bridge the gap between technical innovation and practical healthcare applications. This paper introduces MAIA (Medical Artificial Intelligence Assistant), an open-source platform designed to facilitate interdisciplinary collaboration among clinicians, researchers, and AI developers. Built on Kubernetes, MAIA offers a modular, scalable environment with integrated tools for data management, model development, annotation, deployment, and clinical feedback. Key features include project isolation, CI/CD automation, integration with high-computing infrastructures and in clinical workflows. MAIA supports real-world use cases in medical imaging AI, with deployments in both academic and clinical environments. By promoting collaborations and interoperability, MAIA aims to accelerate the translation of AI research into impactful clinical solutions while promoting reproducibility, transparency, and user-centered design. We showcase the use of MAIA with different projects, both at KTH Royal Institute of Technology and Karolinska University Hospital.

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MAIA平台 AI医疗 跨学科协作 数据管理 临床应用
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