Agentic Neuro-Oncology AI v5

Target: IEEE TMI / Medical Image Analysis / Information Fusion (Q1)

Key Results

WT=55.29 TC=44.06 ET=33.84 cm3
rho=0.04006 | TTP=2.5m [[1.72–3.17]m]
OS=5.7m [[4.28–7.24]m]
Critic=1.0 | Agreement=0.833

Agents

ChiefAgent, SegmentationAgent (RCMTUNetV4+TTA8), BiomarkerAgent, VLMAgent (RAG WHO CNS 2021), DigitalTwinAgent (Gompertz+PDE), ReasoningAgent (CoT), ClinicalDecisionAgent (NCCN/EANO), ExplainabilityAgent (XAI+DT 4x4), SurvivalBenchmarkAgent, CriticAgent, ConsensusAgent (Bayesian CI), LongitudinalMemoryGraph

Structure

config.json
results/pipeline_results.json
results/segmentation_mask.npy
results/dt_*.npy
memory/longitudinal_memory.pkl
figures/*.png

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