Seldinger NeuroCathSim Policy

This repository contains a Seldinger NeuroCathSim command-conditioned policy checkpoint for anterior-circulation simulated endovascular navigation through the repository's CathSim navigation sweep harness.

The released checkpoint is image-conditioned: at inference it consumes the grounded command plus DSA-like rendered image observations rather than graph-only simulator state features.

It is a non-clinical research artifact. It must not be used for patient care, autonomous clinical navigation, procedural advice, or medical device selection.

Artifact

  • Hugging Face repo: txmedai/seldinger-neurocathsim-policy
  • Checkpoint: rl_policy.json
  • Source commit: d333dff717ced6d1912adb6b33021f60d58b2929
  • Policy model type: command_conditioned_image_linear_bc
  • Observation mode: image
  • Feature mode: image
  • Feature count: 27
  • Training source: oracle_rollouts
  • Target count: 12
  • Success rate: 1.000
  • Mean path efficiency: 1.000
  • Wrong-branch count: 0.0
  • Wall-contact proxy count: 0.0
  • Failure cases: 0

Intended Use

The policy is intended for reproducible research in the open NeuroCathSim/CathSim integration path. It maps a grounded anterior-circulation command and simulator observation to support-catheter, microcatheter, and microwire/guidewire actions, then is evaluated by commanding the simulator to each anterior-circulation target in closed loop.

Limitations

The current release is a command-conditioned research policy artifact, not a validated clinical simulator or robot controller. The CathSim dependency is the public GitHub project at https://github.com/airvlab/cathsim; this repository adapts it through an anterior-circulation navigation sweep harness while richer neurovascular phantom physics, anatomy diversity, device-specific mechanics, and external validation remain active work.

Citation

See the Seldinger repository manuscript package for the evolving preprint source.

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