Pith. sign in
Pith Number

pith:HSZ4DPWE

pith:2026:HSZ4DPWEUYKBQRX6PB6XJR2VO6
not attested not anchored not stored refs pending

MammoMix: Leveraging Mixture of Experts for Robust Mammogram Breast Detection

Chen Zhang, Dinh Tan Nguyen, Hoang Quan Dang, Sai Ho Ling

arxiv:2608.10437 v1 · 2026-08-11 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HSZ4DPWEUYKBQRX6PB6XJR2VO6}

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 2026-08-12T01:22:27.798013Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3cb3c1bec4a6141846fe787d74c75577ba98d9b18b4936606de5eda05962b009

Aliases

arxiv: 2608.10437 · arxiv_version: 2608.10437v1 · doi: 10.48550/arxiv.2608.10437 · pith_short_12: HSZ4DPWEUYKB · pith_short_16: HSZ4DPWEUYKBQRX6 · pith_short_8: HSZ4DPWE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HSZ4DPWEUYKBQRX6PB6XJR2VO6 \
  | 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: 3cb3c1bec4a6141846fe787d74c75577ba98d9b18b4936606de5eda05962b009
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d4331544b9d31f91eca4b5095c0bf43dbf6dcf213ef4729c77c05959d64de372",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-11T03:35:57Z",
    "title_canon_sha256": "56070e9befb8d4bf7cb4ac5775b56bd4b97ca4cdfaaeea6f1d0fd123fd1bc148"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10437",
    "kind": "arxiv",
    "version": 1
  }
}