Pith Number

pith:QBOA65PV

pith:2024:QBOA65PVR6BHGPU6GVACI6YRJ6

not attested not anchored not stored refs pending

Multimodal Large Language Model driven Radiology Report Generation with Clinical Knowledge Enhancement

Meng Wei, Miaojing Shi, Oluwatosin Alabi, Tianyu Cen, Tom Vercauteren, Zijie Yue

arxiv:2403.06728 v2 · 2024-03-11 · cs.CV

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\usepackage{pith}
\pithnumber{QBOA65PVR6BHGPU6GVACI6YRJ6}

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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

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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

5 papers in Pith

Disease-Centric Vision-Language Pretraining with Hybrid Visual Encoding for 3D Computed Tomography

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

Multi-Modal Multi-Agent Reinforcement Learning for Radiology Report Generation

CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics

Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning

Receipt and verification

First computed	2026-06-30T00:15:06.679803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

805c0f75f58f82733e9e3540247b114fbe1ddf1390365ec68c62175626f4d187

Aliases

arxiv: 2403.06728 · arxiv_version: 2403.06728v2 · doi: 10.48550/arxiv.2403.06728 · pith_short_12: QBOA65PVR6BH · pith_short_16: QBOA65PVR6BHGPU6 · pith_short_8: QBOA65PV

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/QBOA65PVR6BHGPU6GVACI6YRJ6 \
  | 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: 805c0f75f58f82733e9e3540247b114fbe1ddf1390365ec68c62175626f4d187

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5510921dc08f281bd0052f7844e8f8906cc2fb778b26ff2d22428127e975272a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-11T13:47:11Z",
    "title_canon_sha256": "3cb17eca4e91e36f8f04be09572d22392a70bb193c2f54fac0c5825483a55882"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.06728",
    "kind": "arxiv",
    "version": 2
  }
}