Pith Number

pith:XIZVWM75

pith:2023:XIZVWM75OYAUTFAIXEGULNVE64

not attested not anchored not stored refs pending

False Negative/Positive Control for SAM on Noisy Medical Images

Ange Lou, Baris Oguz, Brett C Byram, Daiwei Lu, Dewei Hu, Gabriel Arenas, Han Liu, Hao Li, Ipek Oguz, Nadav Schwartz, Ruining Deng, Xing Yao

arxiv:2308.10382 v1 · 2023-08-20 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XIZVWM75OYAUTFAIXEGULNVE64}

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	2026-07-05T06:43:08.554392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba335b33fd7601499408b90d45b6a4f70b361eb418f6c7d72dcf573a1ff05c3f

Aliases

arxiv: 2308.10382 · arxiv_version: 2308.10382v1 · doi: 10.48550/arxiv.2308.10382 · pith_short_12: XIZVWM75OYAU · pith_short_16: XIZVWM75OYAUTFAI · pith_short_8: XIZVWM75

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/XIZVWM75OYAUTFAIXEGULNVE64 \
  | 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: ba335b33fd7601499408b90d45b6a4f70b361eb418f6c7d72dcf573a1ff05c3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d1ee66e5b8f68e4d203940a2af2cf5982860876b73e0e734e8ea619c47bafde",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-20T23:01:46Z",
    "title_canon_sha256": "da8106bb12480c07a4ad216eda3caf9e5237d825d1ab69abf904d0e0d6f8b901"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10382",
    "kind": "arxiv",
    "version": 1
  }
}