Pith Number

pith:2VJB2FRS

pith:2024:2VJB2FRSFTQNLPNXEMTOTESLWI

not attested not anchored not stored refs pending

Multimodal contrastive learning for spatial gene expression prediction using histology images

Changmiao Wang, Jun Wan, Jun Zhang, Wenwen Min, Zhiceng Shi

arxiv:2407.08216 v1 · 2024-07-11 · eess.IV · cs.AI · cs.CV · q-bio.QM

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\usepackage{pith}
\pithnumber{2VJB2FRSFTQNLPNXEMTOTESLWI}

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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

Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images

Receipt and verification

First computed	2026-07-05T08:42:45.004529Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5521d16322ce0d5bdb72326e9924bb217459873d05d0834f58b87fad62fa1c1

Aliases

arxiv: 2407.08216 · arxiv_version: 2407.08216v1 · doi: 10.48550/arxiv.2407.08216 · pith_short_12: 2VJB2FRSFTQN · pith_short_16: 2VJB2FRSFTQNLPNX · pith_short_8: 2VJB2FRS

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/2VJB2FRSFTQNLPNXEMTOTESLWI \
  | 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: d5521d16322ce0d5bdb72326e9924bb217459873d05d0834f58b87fad62fa1c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "360e8801b1c644c8be7227c65b8cefcd0a8d2d3e78afa61705a10626c4c96181",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-07-11T06:33:38Z",
    "title_canon_sha256": "6be868b5f3e32ec9206efee4d04fa9ffa246a373bed28df9001b8147e5aa54ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08216",
    "kind": "arxiv",
    "version": 1
  }
}