Pith Number

pith:EZFMMQJW

pith:2024:EZFMMQJWMC3MASAPSUSJ6JN43D

not attested not anchored not stored refs pending

InstanSeg: an embedding-based instance segmentation algorithm optimized for accurate, efficient and portable cell segmentation

Alan O'Callaghan, Andrew Filby, Ben Philps, Fiona Inglis, Hakan Bilen, Leo Leplat, Peter Bankhead, Thibaut Goldsborough

arxiv:2408.15954 v1 · 2024-08-28 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EZFMMQJWMC3MASAPSUSJ6JN43D}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

CodeCytos: AI-assisted spatial molecular imaging analysis via code-augmented agent action space

Receipt and verification

First computed	2026-07-05T09:00:19.826492Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

264ac6413660b6c0480f95249f25bcd8c711c42f99f9968531d68780e21e5065

Aliases

arxiv: 2408.15954 · arxiv_version: 2408.15954v1 · doi: 10.48550/arxiv.2408.15954 · pith_short_12: EZFMMQJWMC3M · pith_short_16: EZFMMQJWMC3MASAP · pith_short_8: EZFMMQJW

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/EZFMMQJWMC3MASAPSUSJ6JN43D \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 264ac6413660b6c0480f95249f25bcd8c711c42f99f9968531d68780e21e5065

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18a0a466202a3b29892427edc0a9c78a00112e82d3ce1dd283e8b822f77c956e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-28T17:14:21Z",
    "title_canon_sha256": "95a7056f68104f85b93e678b000f6cdb36f07c63fcab6c4265a82fb3b5a01cab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.15954",
    "kind": "arxiv",
    "version": 1
  }
}