Pith Number

pith:PFWTAOOK

pith:2019:PFWTAOOKUJKKBBXYAFJBH4C6UN

not attested not anchored not stored refs pending

Deep Learning Enhanced Extended Depth-of-Field for Thick Blood-Film Malaria High-Throughput Microscopy

Biobele J. Brown, Delmiro Fernandez-Reyes, Iasonas Kokkinos, Ikeoluwa Lagunju, John Shawe-Taylor, Lydia Neary- Zajiczek, Mandayam A. Srinivasan, Michael J. Shaw, Muna Elmi, Olugbemiro Sodeinde, Petru Manescu, Remy Claveau, Vijay Pawar

arxiv:1906.07496 v1 · 2019-06-18 · eess.IV · 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{PFWTAOOKUJKKBBXYAFJBH4C6UN}

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	2026-05-17T23:43:07.761923Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

796d3039caa254a086f8015213f05ea35c9eee8b228c6ee8de420a76e88c837f

Aliases

arxiv: 1906.07496 · arxiv_version: 1906.07496v1 · doi: 10.48550/arxiv.1906.07496 · pith_short_12: PFWTAOOKUJKK · pith_short_16: PFWTAOOKUJKKBBXY · pith_short_8: PFWTAOOK

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/PFWTAOOKUJKKBBXYAFJBH4C6UN \
  | 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: 796d3039caa254a086f8015213f05ea35c9eee8b228c6ee8de420a76e88c837f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f345208e16491087d543156f6fc2cdf554b1edd5a7cfa44bdd6cb34e844ea310",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2019-06-18T11:12:44Z",
    "title_canon_sha256": "671860bf7716d7fec53494df8281bd2862543010c0fb614e49dbb157207baf4b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.07496",
    "kind": "arxiv",
    "version": 1
  }
}