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Updated: Jan 9, 2026

Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
Published on: July 11, 2025
AI immunologists are here: Are they ready for prime time?
Jacob Kim1, Ao Huang1,2, John S Tsang1,2,3,4
1Center for Systems and Engineering Immunology (CSEI) and Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA.
Abstract:
Large language model (LLM)-based artificial intelligence (AI) agents are powerful tools that can help researchers automate complex tasks such as literature review, data mining, computational code generation, and summarization of existing knowledge, but they can still fall short in developing original biological hypotheses and insights (see related Research Article by Rodriguez-Coffinet et al. in this issue). Emerging advances in multiagent systems and human-agent collaborative frameworks offer promising steps forward.
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