{
  "id": 4544339,
  "title": "Real-Time Musculoskeletal Surrogates for Pediatric Cerebral Palsy: a Credibility Pilot",
  "url": "https://urgent.news/2026/08/28/real-time-musculoskeletal-surrogates-for-pediatric-cerebral-palsy-a",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-28T14:26:30.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.28371v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Real-time musculoskeletal (MSK) surrogates could support personalized rehabilitation for children with cerebral palsy (CP), but their credibility depends on subject-wise evaluation, low inference latency, and calibrated uncertainty. We develop a subject-conditioned causal neural surrogate using OpenSim-derived static parameters, temporal joint kinematics, true muscle capacities, and training-only…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}