Pith Number

pith:TPVR3E5N

pith:2024:TPVR3E5NNZVVYYBBLDDGE75Y7L

not attested not anchored not stored refs pending

Open Challenges on Fairness of Artificial Intelligence in Medical Imaging Applications

Enzo Ferrante, Rodrigo Echeveste

arxiv:2407.16953 v1 · 2024-07-24 · 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{TPVR3E5NNZVVYYBBLDDGE75Y7L}

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

Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation

Receipt and verification

First computed	2026-07-05T08:47:59.781759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9beb1d93ad6e6b5c602158c6627fb8fadff387e78a3f2a86f5c4578b96fef9f5

Aliases

arxiv: 2407.16953 · arxiv_version: 2407.16953v1 · doi: 10.48550/arxiv.2407.16953 · pith_short_12: TPVR3E5NNZVV · pith_short_16: TPVR3E5NNZVVYYBB · pith_short_8: TPVR3E5N

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/TPVR3E5NNZVVYYBBLDDGE75Y7L \
  | 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: 9beb1d93ad6e6b5c602158c6627fb8fadff387e78a3f2a86f5c4578b96fef9f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ad7468cd0ace64a2f078c443ca3940bcfd7e1e4a97753eaddc94c988924be2d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-24T02:41:19Z",
    "title_canon_sha256": "ae6089597427c0a417d3aa157569c5c50bdc58bd863f04e93f3a2424fe4754fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16953",
    "kind": "arxiv",
    "version": 1
  }
}