Pith Number

pith:T6DEP5D5

pith:2022:T6DEP5D5RZBQSEQC4YNBHXBPEQ

not attested not anchored not stored refs pending

Medical Image Understanding with Pretrained Vision Language Models: A Comprehensive Study

Huahui Yi, Kang Li, Qicheng Lao, Ziyuan Qin

arxiv:2209.15517 v2 · 2022-09-30 · 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{T6DEP5D5RZBQSEQC4YNBHXBPEQ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

1 paper in Pith

Aligning Modalities in Vision Large Language Models via Preference Fine-tuning

Receipt and verification

First computed	2026-07-05T05:39:21.108578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f8647f47d8e43091202e61a13dc2f243ee625392f46a38c888e3bb456ac8674

Aliases

arxiv: 2209.15517 · arxiv_version: 2209.15517v2 · doi: 10.48550/arxiv.2209.15517 · pith_short_12: T6DEP5D5RZBQ · pith_short_16: T6DEP5D5RZBQSEQC · pith_short_8: T6DEP5D5

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/T6DEP5D5RZBQSEQC4YNBHXBPEQ \
  | 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: 9f8647f47d8e43091202e61a13dc2f243ee625392f46a38c888e3bb456ac8674

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08f7abcefbcbaf091e439e28114fc6a94b6a2ecd5eba667bb94ae67a8d84aa52",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-09-30T15:06:13Z",
    "title_canon_sha256": "834701fca2f6a7ae5e16783fafa0585654ea3a0760490a720f540815732c595b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.15517",
    "kind": "arxiv",
    "version": 2
  }
}