Pith Number

pith:AVHS736I

pith:2022:AVHS736I4SKTXGJQNHWTOFSJSN

not attested not anchored not stored refs pending

DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading

Binh T. Nguyen, Daniel Sonntag, Duy M. H. Nguyen, Hans-Juergen Profitlich, Hasan Md Tusfiqur, Mai T. N. Truong, Michael Barz, Ngan Le, Ngoc T. T. Than, Pengtao Xie, Triet A. Nguyen

arxiv:2212.14615 v1 · 2022-12-30 · 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{AVHS736I4SKTXGJQNHWTOFSJSN}

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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

Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends

Receipt and verification

First computed	2026-07-05T05:29:12.441064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

054f2fefc8e4953b993069ed3716499355a82be0a685c6c05b5e07becac8911f

Aliases

arxiv: 2212.14615 · arxiv_version: 2212.14615v1 · doi: 10.48550/arxiv.2212.14615 · pith_short_12: AVHS736I4SKT · pith_short_16: AVHS736I4SKTXGJQ · pith_short_8: AVHS736I

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/AVHS736I4SKTXGJQNHWTOFSJSN \
  | 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: 054f2fefc8e4953b993069ed3716499355a82be0a685c6c05b5e07becac8911f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19cf7d45c4faa324f592ffafbb6ec99c09dfe1d1aee37ada35c10acb3d6145a6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-30T09:59:17Z",
    "title_canon_sha256": "6760beb0fb5f0815e3cad5eedf5cae31cfc5e6b3d866602c770cf0796266aba0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.14615",
    "kind": "arxiv",
    "version": 1
  }
}