Pith Number

pith:MSYKUDKS

pith:2025:MSYKUDKSIYIIMQGOXOA36OYX7T

not attested not anchored not stored refs pending

Multimodal Large Language Models for Medicine: A Comprehensive Survey

Hao Tang, Jiarui Ye

arxiv:2504.21051 v1 · 2025-04-29 · cs.LG · cs.CL · cs.MM

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\usepackage{pith}
\pithnumber{MSYKUDKSIYIIMQGOXOA36OYX7T}

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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

5 papers in Pith

MULTISEISMO: A Multimodal Seismic Dataset and Model for Cross-Modal Seismic Understanding

Generating Findings for Jaw Cysts in Dental Panoramic Radiographs Using a GPT-Based VLM: A Preliminary Study on Building a Two-Stage Self-Correction Loop with Structured Output (SLSO) Framework

Learning from Medical Entity Trees: An Entity-Centric Medical Data Engineering Framework for MLLMs

Towards Responsible Multimodal Medical Reasoning via Context-Aligned Vision-Language Models

Lost in the Hype: Revealing and Dissecting the Performance Degradation of Medical Multimodal Large Language Models in Image Classification

Receipt and verification

First computed	2026-07-05T10:55:55.831933Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64b0aa0d5246108640cebb81bf3b17fcf5322750dcd659e593c1925bc48d5a1f

Aliases

arxiv: 2504.21051 · arxiv_version: 2504.21051v1 · doi: 10.48550/arxiv.2504.21051 · pith_short_12: MSYKUDKSIYII · pith_short_16: MSYKUDKSIYIIMQGO · pith_short_8: MSYKUDKS

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/MSYKUDKSIYIIMQGOXOA36OYX7T \
  | 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: 64b0aa0d5246108640cebb81bf3b17fcf5322750dcd659e593c1925bc48d5a1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fc1babd982253ca8541e0023a71efbf35ad90ad811d6219643d7adf75f0fbfd",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-29T03:07:38Z",
    "title_canon_sha256": "4c735e20e2c9383c6efb76835ced0817f9fe799b9e328d371ffbc86c528222b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.21051",
    "kind": "arxiv",
    "version": 1
  }
}