Pith Number

pith:V4HEJBEV

pith:2023:V4HEJBEVAWXAPA3DERW4VKKPU2

not attested not anchored not stored refs pending

On the Challenges and Perspectives of Foundation Models for Medical Image Analysis

Dimitris Metaxas, Shaoting Zhang

arxiv:2306.05705 v2 · 2023-06-09 · eess.IV · 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{V4HEJBEVAWXAPA3DERW4VKKPU2}

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

Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription

Receipt and verification

First computed	2026-07-05T07:15:36.924928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af0e44849505ae078363246dcaa94fa6b5d836a06b95146cec5deb335900346a

Aliases

arxiv: 2306.05705 · arxiv_version: 2306.05705v2 · doi: 10.48550/arxiv.2306.05705 · pith_short_12: V4HEJBEVAWXA · pith_short_16: V4HEJBEVAWXAPA3D · pith_short_8: V4HEJBEV

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/V4HEJBEVAWXAPA3DERW4VKKPU2 \
  | 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: af0e44849505ae078363246dcaa94fa6b5d836a06b95146cec5deb335900346a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf5e253c0721130531d9f2c5a4eaaa113a6ca724884a7f823466c2d8e2b85b89",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-06-09T06:54:58Z",
    "title_canon_sha256": "d0da2dbecd5feea64b834496942b896ba55251dbe0c6e3626711c5839fab7341"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.05705",
    "kind": "arxiv",
    "version": 2
  }
}