Pith Number

pith:YV226XEX

pith:2025:YV226XEX4ZNTAIG2O7ZHJBBCHC

not attested not anchored not stored refs pending

Integrating chemical structures as treatments improves representations of microscopy images for morphological profiling

Alex X. Lu, Ava P. Amini, David Alvarez-Melis, Emre Hayir, Lester Mackey, Neil Tenenholtz, Yemin Yu, Ying Wei

arxiv:2504.09544 v3 · 2025-04-13 · cs.LG · cs.CE · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YV226XEX4ZNTAIG2O7ZHJBBCHC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

MorphoHELM: A Comprehensive Benchmark for Evaluating Representations for Microscopy-Based Morphology Assays

Receipt and verification

First computed	2026-05-20T00:00:19.234996Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c575af5c97e65b3020da77f2748422389e227f937869456f1de7ed09b9e211f1

Aliases

arxiv: 2504.09544 · arxiv_version: 2504.09544v3 · doi: 10.48550/arxiv.2504.09544 · pith_short_12: YV226XEX4ZNT · pith_short_16: YV226XEX4ZNTAIG2 · pith_short_8: YV226XEX

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/YV226XEX4ZNTAIG2O7ZHJBBCHC \
  | 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: c575af5c97e65b3020da77f2748422389e227f937869456f1de7ed09b9e211f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8c3cb43de1e523a115ac7802612e91b9c1660c75e6fa8da15423cafb6bc545e",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-13T12:27:21Z",
    "title_canon_sha256": "24022ce06aeb25eaa6a1f2e841e0c9829b520a31166e34a1bdf10c6616bf66b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.09544",
    "kind": "arxiv",
    "version": 3
  }
}