Pith Number

pith:GHYW5ZEE

pith:2023:GHYW5ZEEKNAY6VT6TXCJPZBQYG

not attested not anchored not stored refs pending

Evaluating General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks

Abdulrhman Aljouie, Jiahong Ouyang, Mohammed Baharoon, Waseem Qureshi, Wei Peng, Yanwu Xu

arxiv:2312.02366 v4 · 2023-12-04 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{GHYW5ZEEKNAY6VT6TXCJPZBQYG}

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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

7 papers in Pith

Recover Semantics First, Generate Better: Improved Latent Modeling for 3D MRI Reconstruction and Cross-Contrast Synthesis

DALE-CT: Depth-Aware Foundation Models for Computed Tomography

Capability $\neq$ Interpretability: Human Interpretability of Vision Foundation Models

VoxCor: Training-Free Volumetric Features for Multimodal Voxel Correspondence

Are Natural-Domain Foundation Models Effective for Accelerated Cardiac MRI Reconstruction?

Receipt and verification

First computed	2026-07-05T09:06:56.394834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31f16ee48453418f567e9dc497e430c19d27f4b7f74b2fea64ceeb51c6b3f676

Aliases

arxiv: 2312.02366 · arxiv_version: 2312.02366v4 · doi: 10.48550/arxiv.2312.02366 · pith_short_12: GHYW5ZEEKNAY · pith_short_16: GHYW5ZEEKNAY6VT6 · pith_short_8: GHYW5ZEE

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/GHYW5ZEEKNAY6VT6TXCJPZBQYG \
  | 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: 31f16ee48453418f567e9dc497e430c19d27f4b7f74b2fea64ceeb51c6b3f676

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29a1905c6e4b81e6ca337709d553b228709117eabbc195f45d57a9e943533464",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-04T21:47:10Z",
    "title_canon_sha256": "18924c631473d30b9a36c3df3230f38e0673ad68d3f0589eb34666e75909b463"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02366",
    "kind": "arxiv",
    "version": 4
  }
}