Pith Number

pith:KSFMINS4

pith:2020:KSFMINS4LIGWO3SQT36YASGDVH

not attested not anchored not stored refs pending

Diabetic Retinopathy Grading System Based on Transfer Learning

Eman AbdelMaksoud, Mohammed Elmogy, Sherif Barakat

arxiv:2012.12515 v1 · 2020-12-23 · eess.IV · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KSFMINS4LIGWO3SQT36YASGDVH}

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

Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning

Receipt and verification

First computed	2026-07-05T02:01:36.908045Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

548ac4365c5a0d676e509efd8048c3a9e0d8351b495c8d982833401074585907

Aliases

arxiv: 2012.12515 · arxiv_version: 2012.12515v1 · doi: 10.48550/arxiv.2012.12515 · pith_short_12: KSFMINS4LIGW · pith_short_16: KSFMINS4LIGWO3SQ · pith_short_8: KSFMINS4

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/KSFMINS4LIGWO3SQT36YASGDVH \
  | 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: 548ac4365c5a0d676e509efd8048c3a9e0d8351b495c8d982833401074585907

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af0e7241891a5d61216d619995a81bb6bd4e68abf168673c06db73cd5c7258a3",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2020-12-23T07:02:36Z",
    "title_canon_sha256": "998b49df0e9222bbcaa50de8b8d34295f79879046852d27f909ba09a27aada13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.12515",
    "kind": "arxiv",
    "version": 1
  }
}