Pith Number

pith:TN5GGHOA

pith:2024:TN5GGHOA4QKCONL36VE7BTF75D

not attested not anchored not stored refs pending

Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging

Avanti Gulhane, Domenico Mastrodicasa, Dushyant W Sahani, Edward J Wang, Shwetak Patel, Wei Wu, Xin Liu, Yujia Liu, Yuzhe Yang

arxiv:2402.14815 v1 · 2024-02-22 · cs.CY · cs.AI · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{TN5GGHOA4QKCONL36VE7BTF75D}

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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

1 paper in Pith

Understanding Dataset Bias in Medical Imaging: A Case Study on Chest X-rays

Receipt and verification

First computed	2026-07-05T07:48:14.983734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b7a631dc0e41427357bf549f0ccbfe8c6fcab9f6868bef3f7cb2e6fd2de31c9

Aliases

arxiv: 2402.14815 · arxiv_version: 2402.14815v1 · doi: 10.48550/arxiv.2402.14815 · pith_short_12: TN5GGHOA4QKC · pith_short_16: TN5GGHOA4QKCONL3 · pith_short_8: TN5GGHOA

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/TN5GGHOA4QKCONL36VE7BTF75D \
  | 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: 9b7a631dc0e41427357bf549f0ccbfe8c6fcab9f6868bef3f7cb2e6fd2de31c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "499961833aa38c2592f9f99594440bb3809a71cef135a112fe395e95b6b3c66a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-02-22T18:59:53Z",
    "title_canon_sha256": "d51ac31992823b7bb40c6500b25f9343568f2739e1462335a73f036063b05944"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14815",
    "kind": "arxiv",
    "version": 1
  }
}