EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/echopilot-training-free-ultrasound-video-segmentation-via-scale-space-semantic-prompting-and-reliability-gated-memory

stale

Proof freshness: stale
Proof status: unverified
Display score: 0/10
Last proof check: 2026-05-27
Score updated: 2026-05-26
Score fresh until: 2026-06-25
References: 0
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID echopilot-training-free-ultrasound-video-segmentation-via-scale-space-semantic-prompting-and-reliability-gated-memory | Route /signal-canvas/echopilot-training-free-ultrasound-video-segmentation-via-scale-space-semantic-prompting-and-reliability-gated-memory

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/echopilot-training-free-ultrasound-video-segmentation-via-scale-space-semantic-prompting-and-reliability-gated-memory

MCP example

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  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "echopilot-training-free-ultrasound-video-segmentation-via-scale-space-semantic-prompting-and-reliability-gated-memory",
    "query_text": "Summarize EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory"
  }
}

source_context

{
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  "mode": "paper",
  "query": "EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory",
  "normalized_query": "2605.25944",
  "route": "/signal-canvas/echopilot-training-free-ultrasound-video-segmentation-via-scale-space-semantic-prompting-and-reliability-gated-memory",
  "paper_ref": "echopilot-training-free-ultrasound-video-segmentation-via-scale-space-semantic-prompting-and-reliability-gated-memory",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

PDF: https://arxiv.org/pdf/2605.25944v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-27T00:04:29.137Z

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Not build-ready: EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

/buildability/echopilot-training-free-ultrasound-video-segmentation-via-scale-space-semantic-prompting-and-reliability-gated-memory

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Subject: EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

Verdict

Ignore

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

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