pith. sign in
Pith Number

pith:M2GOOFXR

pith:2019:M2GOOFXRDWJJ7SAUMTEETRPAQM
not attested not anchored not stored refs pending

Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence

Da Ma, Donghuan Lu, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg, Morgan Heisler, Setareh Dabiri, Sieun Lee

arxiv:1912.03418 v1 · 2019-12-07 · eess.IV · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{M2GOOFXRDWJJ7SAUMTEETRPAQM}

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.
Receipt and verification
First computed 2026-07-05T00:24:45.348744Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

668ce716f11d929fc81464c849c5e0833bcfe77f8a3cde2db6431c2c8a4eab18

Aliases

arxiv: 1912.03418 · arxiv_version: 1912.03418v1 · doi: 10.48550/arxiv.1912.03418 · pith_short_12: M2GOOFXRDWJJ · pith_short_16: M2GOOFXRDWJJ7SAU · pith_short_8: M2GOOFXR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/M2GOOFXRDWJJ7SAUMTEETRPAQM \
  | 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: 668ce716f11d929fc81464c849c5e0833bcfe77f8a3cde2db6431c2c8a4eab18
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "25f841c6e13254a00f6a945f346f7289487d02fde1577b67380f322aa809b77a",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2019-12-07T02:45:36Z",
    "title_canon_sha256": "a5dee40e8c68a3109067deaaed423082976c1b86ece8809a647b270c11ce7bac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.03418",
    "kind": "arxiv",
    "version": 1
  }
}