Pith Number

pith:EA6ZQ6XJ

pith:2022:EA6ZQ6XJXBOADQKBTDEJIIX2AW

not attested not anchored not stored refs pending

Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation

2) ((1) Digital Health & Machine Learning, (2) Hasso Plattner Institute for Digital Health at Mount Sinai, Benjamin Bergner (1), Christoph Lippert (1, Germany, Hasso Plattner Institute, Icahn School of Medicine at Mount Sinai, Jasper Blum (1), Johannes Hagemann (1), Jonas Kordt (1), Josafat-Mattias Burmeister (1), Marcel Fernandez Rosas (1), NYC, Simon Shabo (1), University of Potsdam, USA)

arxiv:2207.00845 v1 · 2022-07-02 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EA6ZQ6XJXBOADQKBTDEJIIX2AW}

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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

Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation

Receipt and verification

First computed	2026-07-05T04:36:53.201644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

203d987ae9b85c01c14198c89422fa059b13dbcd1aace7c028bf26a5c2c3c813

Aliases

arxiv: 2207.00845 · arxiv_version: 2207.00845v1 · doi: 10.48550/arxiv.2207.00845 · pith_short_12: EA6ZQ6XJXBOA · pith_short_16: EA6ZQ6XJXBOADQKB · pith_short_8: EA6ZQ6XJ

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/EA6ZQ6XJXBOADQKBTDEJIIX2AW \
  | 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: 203d987ae9b85c01c14198c89422fa059b13dbcd1aace7c028bf26a5c2c3c813

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "688e5ad46c35899cdf577214babc6919c9505a805ccb57e66e430a364a458bbd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-07-02T14:27:58Z",
    "title_canon_sha256": "c3da30e983e3d4bcfc757fc20412a5836636db76416f8bed743e82980e6c0806"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.00845",
    "kind": "arxiv",
    "version": 1
  }
}