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Pith Number

pith:ZQFA4EX2

pith:2024:ZQFA4EX2BQNAWP4JJDKU3UNK2H
not attested not anchored not stored refs pending

Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation

Changsun Lee, Cheong-Il Shin, Hyun Jeong Park, Jeong Eun Lee, Jong Chul Ye, Sangjoon Park, Woo Hee Choi

arxiv:2412.13558 v1 · 2024-12-18 · eess.IV · cs.CL · cs.CV · cs.LG

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Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{ZQFA4EX2BQNAWP4JJDKU3UNK2H}

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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

4 papers in Pith

Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision-Language Models
Regulating Anatomy-Aware Rewards via Trajectory-Integral Feedback for Volumetric Computed Tomography Analysis
Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision-Language Models
Enhancing Fine-Grained Spatial Grounding in 3D CT Report Generation via Discriminative Guidance
Receipt and verification
First computed 2026-07-05T09:51:03.970135Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cc0a0e12fa0c1a0b3f8948d54dd1aad1deef7678fb06477ab45cbaa06ecf20c5

Aliases

arxiv: 2412.13558 · arxiv_version: 2412.13558v1 · doi: 10.48550/arxiv.2412.13558 · pith_short_12: ZQFA4EX2BQNA · pith_short_16: ZQFA4EX2BQNAWP4J · pith_short_8: ZQFA4EX2
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/ZQFA4EX2BQNAWP4JJDKU3UNK2H \
  | 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: cc0a0e12fa0c1a0b3f8948d54dd1aad1deef7678fb06477ab45cbaa06ecf20c5
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "50a6d474af8f64d309109aefdaeeb20f40e4a9378c16f95dce96b761c5ad11de",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-12-18T07:19:48Z",
    "title_canon_sha256": "b37453458347b0179c5fd6fcf75bccaa0bc33d0744ced5ffa612dd649843901b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.13558",
    "kind": "arxiv",
    "version": 1
  }
}