Pith Number

pith:5U5CFW4Z

pith:2024:5U5CFW4ZQ6ZKWITYUA2PGVGCQM

not attested not anchored not stored refs pending

MONICA: Benchmarking on Long-tailed Medical Image Classification

Lie Ju, Peibo Duan, Siyuan Yan, Xiaodan Xing, Yang Nan, Yukun Zhou, Zongyuan Ge

arxiv:2410.02010 v1 · 2024-10-02 · eess.IV · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5U5CFW4ZQ6ZKWITYUA2PGVGCQM}

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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

4 papers in Pith

Prior-Anchored Debiasing for Long-Tailed Multi-Organ Pathology Report Generation

Benchmarking Real-World Medical Image Classification with Noisy Labels: Challenges, Practice, and Outlook

Synthetic Data Generation for Long-Tail Medical Image Classification: A Case Study in Skin Lesions

Receipt and verification

First computed	2026-07-05T09:14:59.115286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed3a22db9987b2ab2278a034f354c283008fb1564a0f7982ff983ee8a4444251

Aliases

arxiv: 2410.02010 · arxiv_version: 2410.02010v1 · doi: 10.48550/arxiv.2410.02010 · pith_short_12: 5U5CFW4ZQ6ZK · pith_short_16: 5U5CFW4ZQ6ZKWITY · pith_short_8: 5U5CFW4Z

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/5U5CFW4ZQ6ZKWITYUA2PGVGCQM \
  | 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: ed3a22db9987b2ab2278a034f354c283008fb1564a0f7982ff983ee8a4444251

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46ee149fff322a68b691a7d03f97cacc8d608a5ff0baf28806d658b4f2cb8155",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-10-02T20:21:46Z",
    "title_canon_sha256": "745ed2ebfd9439625e586b4cf2d4d95ec3f21e4fe1e6c2ded099f339eea618ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02010",
    "kind": "arxiv",
    "version": 1
  }
}