Author

Tessa S. Cook

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Preprint Aug 2026

MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination

MARC is an open-source framework that replaces monolithic LLM prompting with deterministic multi-agent orchestration for clinical reasoning, designed to be model-agnostic, interpretable, and accessible to clinical domain experts without programming expertise.

Saisha Shetty, Satvik Tripathi, A. Lin et al. · 0 citations

Review Jul 2026

SPARC-Rad: A Multimodal Benchmark Dataset and Evaluation Pipeline for Spatial and Anatomical Reasoning in Radiology Vision-Language Models

The SPARC-Rad Benchmark is developed, a manually curated multimodal benchmark dataset and evaluation pipeline for assessing whether VLMs can provide reasoning for radiologic anatomy as a spatial system, supporting future model development, failure-mode analysis, and pre-deployment assessment.

Satvik Tripathi, M. E. Şeker, K. Quevada et al. · 0 citations