Pith Number

pith:RMTJAMGY

pith:2025:RMTJAMGYSEZUR6SSVFQFPAL57F

not attested not anchored not stored refs pending

Multi-encoder nnU-Net outperforms transformer models with self-supervised pretraining

Reza Rahmanzadeh, Seyedeh Sahar Taheri Otaghsara

arxiv:2504.03474 v2 · 2025-04-04 · 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{RMTJAMGYSEZUR6SSVFQFPAL57F}

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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

F3-Net: Foundation Model for Full Abnormality Segmentation of Medical Images with Flexible Input Modality Requirement

Receipt and verification

First computed	2026-07-05T11:29:10.127612Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b269030d8913348fa52a96057817df944cecb3dd10ca51749bce9b895651e6c

Aliases

arxiv: 2504.03474 · arxiv_version: 2504.03474v2 · doi: 10.48550/arxiv.2504.03474 · pith_short_12: RMTJAMGYSEZU · pith_short_16: RMTJAMGYSEZUR6SS · pith_short_8: RMTJAMGY

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/RMTJAMGYSEZUR6SSVFQFPAL57F \
  | 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: 8b269030d8913348fa52a96057817df944cecb3dd10ca51749bce9b895651e6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f0a42d62f7a96454084732d86320cf85302f007ef0b566958e9e50b5d5088de",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-04T14:31:06Z",
    "title_canon_sha256": "9116b581b21ad9bc992fe481ec8a37570f0362f95c1a486affe7e55e36e114cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.03474",
    "kind": "arxiv",
    "version": 2
  }
}