Pith Number

pith:LAT7ONOY

pith:2023:LAT7ONOYQ77PCWB6RK7QMLS3B5

not attested not anchored not stored refs pending

Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model

Annkristin Lange, Dorit Merhof, Fabian Kiessling, Friedrich Feuerhake, Henning H\"ofener, Johannes Lotz, Raphael Sch\"afer, Till Nicke, Volkmar Schulz

arxiv:2311.09847 v1 · 2023-11-16 · 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{LAT7ONOYQ77PCWB6RK7QMLS3B5}

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	2026-07-05T07:13:33.695975Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5827f735d887fef1583e8abf062e5b0f78994529a9e1f8a4cb0d3cbfe7233c6d

Aliases

arxiv: 2311.09847 · arxiv_version: 2311.09847v1 · doi: 10.48550/arxiv.2311.09847 · pith_short_12: LAT7ONOYQ77P · pith_short_16: LAT7ONOYQ77PCWB6 · pith_short_8: LAT7ONOY

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/LAT7ONOYQ77PCWB6RK7QMLS3B5 \
  | 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: 5827f735d887fef1583e8abf062e5b0f78994529a9e1f8a4cb0d3cbfe7233c6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93aacedac9557d9133669861205051de30f9fe3e0164ff14f50ce7fb272eda52",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-16T12:20:25Z",
    "title_canon_sha256": "9913b617d80f8a3985fb91f712f0dc6f924cb4d5810b8c44754d845ddcdcb28e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09847",
    "kind": "arxiv",
    "version": 1
  }
}