Pith Number

pith:Y6F5QD7E

pith:2018:Y6F5QD7EGOKO6PN2H2JCP4TTCY

not attested not anchored not stored refs pending

nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation

Andre Klein, David Zimmerer, Fabian Isensee, Gregor Koehler, Jakob Wasserthal, Jens Petersen, Klaus H. Maier-Hein, Paul F. Jaeger, Sebastian Wirkert, Simon Kohl, Tobias Norajitra

arxiv:1809.10486 v1 · 2018-09-27 · cs.CV

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\usepackage{pith}
\pithnumber{Y6F5QD7EGOKO6PN2H2JCP4TTCY}

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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

5 papers in Pith

Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation

SAMRI: Segment Any MRI

MAE-SAM2: Mask Autoencoder-Enhanced SAM2 for Clinical Retinal Vascular Leakage Segmentation

BrainDINO: A Brain MRI Foundation Model for Generalizable Clinical Representation Learning

Dante: An Open Source Model Pre-Training and Fine-Tuning Tool for the Dafne Federated Framework for Medical Image Segmentation

Receipt and verification

First computed	2026-05-18T00:04:38.262538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c78bd80fe43394ef3dba3e9227f2731600a5cccd4f576d3aea18eb8570ca4f58

Aliases

arxiv: 1809.10486 · arxiv_version: 1809.10486v1 · doi: 10.48550/arxiv.1809.10486 · pith_short_12: Y6F5QD7EGOKO · pith_short_16: Y6F5QD7EGOKO6PN2 · pith_short_8: Y6F5QD7E

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/Y6F5QD7EGOKO6PN2H2JCP4TTCY \
  | 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: c78bd80fe43394ef3dba3e9227f2731600a5cccd4f576d3aea18eb8570ca4f58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63c9da4156c56e1498804939e42c890de44bbd669a77fc5312af6e80a03cbf81",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-09-27T12:25:52Z",
    "title_canon_sha256": "6d0a9c50b0a8d26006058ff35baf6c85ac2981473aac984dc2f20acdc643c25d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.10486",
    "kind": "arxiv",
    "version": 1
  }
}