Pith Number

pith:4IMJZVH2

pith:2024:4IMJZVH2HKCDMAS472GSU3WPIY

not attested not anchored not stored refs pending

Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Akshay Chaudhari, Chunyuan Li, Cliff Wong, Curtis P. Langlotz, Fei Wang, Hanwen Xu, Hany Awadalla, Hoifung Poon, Houdong Hu, Jianfeng Gao, Jianwei Yang, Juan Manuel Zambrano Chaves, Julia Gong, Mahmoud Khademi, Matthew P. Lungren, Muhao Chen, Mu Wei, Naoto Usuyama, Serena Yeung-Levy, Sheng Wang, Sheng Zhang, Shih-Cheng Huang, Tristan Naumann, Yanbo Xu, Yu Gu, Yujia Xie, Ziyi Yang

arxiv:2403.08002 v5 · 2024-03-12 · cs.CL · 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{4IMJZVH2HKCDMAS472GSU3WPIY}

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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

6 papers in Pith

M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation

RA-RRG: Multimodal Retrieval-Augmented Radiology Report Generation with Key Phrase Extraction

HeartcareGPT: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understanding

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

Capabilities of Gemini Models in Medicine

Receipt and verification

First computed	2026-07-05T10:42:57.849499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2189cd4fa3a8436025cfe8d2a6ecf462668ed73747e357de9730561dedb7a71

Aliases

arxiv: 2403.08002 · arxiv_version: 2403.08002v5 · doi: 10.48550/arxiv.2403.08002 · pith_short_12: 4IMJZVH2HKCD · pith_short_16: 4IMJZVH2HKCDMAS4 · pith_short_8: 4IMJZVH2

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/4IMJZVH2HKCDMAS472GSU3WPIY \
  | 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: e2189cd4fa3a8436025cfe8d2a6ecf462668ed73747e357de9730561dedb7a71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b43f446cc12a2dc654fe83b4eb1e0b2d273990bde89911d244ea12087f90dd3e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-12T18:12:02Z",
    "title_canon_sha256": "1ccf7b06eeaa583f8cd85ccdbe160828e9ad9140dec5ef41d06dedf2c254ec49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.08002",
    "kind": "arxiv",
    "version": 5
  }
}