Pith Number

pith:E345N7OS

pith:2025:E345N7OS474HUPEPUMOQV4ZFWI

not attested not anchored not stored refs pending

Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium

Adibvafa Fallahpour, Alina Peluso, Amin Adibi, Ayush Noori, Brighton Nuwagira, Dennis Shung, Elizabeth Healey, Geoffrey Woollard, Hanna A. Frank, Hejie Cui, James M. Rehg, Jason Alan Fries, Jessica Dafflon, Jivat Neet Kaur, Johnny Xi, John Wu, Leo Anthony Celi, Maxwell A Xu, Md. Belal Hossain, Megan Coffee, Michael Craig, Mohammad Ehsanul Karim, Mohsen Sadatsafavi, Nicole Zhang, Rahmatollah Beheshti, Rahul G. Krishnan, Ross Duncan, Sarah Jabbour, Sazan Mahbub, Shannon McWeeney, Shannon Zejiang Shen, Trenton Chang, Vasiliki Bikia, Wenqian Ye, Winston Chen, Xu Cao, Yuan Pu, Yuan Xia, Yurui Cao, Yuwei Zhang, Zongliang Ji, Zuheng Xu

arxiv:2502.06693 v1 · 2025-02-10 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E345N7OS474HUPEPUMOQV4ZFWI}

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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.

Receipt and verification

First computed	2026-07-05T10:12:10.898068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26f9d6fdd2e7f87a3c8fa31d0af325b22f1a4e59e4df0402883062fbdfb5955a

Aliases

arxiv: 2502.06693 · arxiv_version: 2502.06693v1 · doi: 10.48550/arxiv.2502.06693 · pith_short_12: E345N7OS474H · pith_short_16: E345N7OS474HUPEP · pith_short_8: E345N7OS

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/E345N7OS474HUPEPUMOQV4ZFWI \
  | 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: 26f9d6fdd2e7f87a3c8fa31d0af325b22f1a4e59e4df0402883062fbdfb5955a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d1641ddc2b3a9ff35bc76797e4943fc8087faa5097469633afb10f2fb2ba00c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-10T17:17:09Z",
    "title_canon_sha256": "2353ebe91aba677feb4e4d04100d9e11a52200af24609225bc37bbd5dba46845"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06693",
    "kind": "arxiv",
    "version": 1
  }
}