Pith Number

pith:FAUFCCZ7

pith:2024:FAUFCCZ7VF36L4TMVDPYMQHI5M

not attested not anchored not stored refs pending

On the importance of local and global feature learning for automated measurable residual disease detection in flow cytometry data

Lisa Weijler, Margarita Maurer-Granofszky, Michael Dworzak, Michael Reiter, Pedro Hermosilla

arxiv:2411.15621 v1 · 2024-11-23 · 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{FAUFCCZ7VF36L4TMVDPYMQHI5M}

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	2026-07-05T09:39:38.266077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2828510b3fa977e5f26ca8df8640e8eb3bdec0182f4f49997f9cffd625681494

Aliases

arxiv: 2411.15621 · arxiv_version: 2411.15621v1 · doi: 10.48550/arxiv.2411.15621 · pith_short_12: FAUFCCZ7VF36 · pith_short_16: FAUFCCZ7VF36L4TM · pith_short_8: FAUFCCZ7

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/FAUFCCZ7VF36L4TMVDPYMQHI5M \
  | 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: 2828510b3fa977e5f26ca8df8640e8eb3bdec0182f4f49997f9cffd625681494

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16f29abbc0242af4e3efa1a8cb13b3edf60565f638f9bb73dc1fac73baa8387b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-23T18:15:34Z",
    "title_canon_sha256": "4bf13b5e25440a6fe225406a7fb211730cfd40c11678d16504beb5a043d75312"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15621",
    "kind": "arxiv",
    "version": 1
  }
}