Pith Number

pith:QTBR75ZB

pith:2018:QTBR75ZBKRY5MM7T47B6YBHHDE

not attested not anchored not stored refs pending

Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy

Alan Karthikesalingam, Alexei Zverovitch, Bernardino Romera-Paredes, Bethany Garie, Carlton Chu, Cheng Boon, Christopher Kelly, C\'ian Hughes, Clemens Meyer, Dawn Carnell, Derek D'Souza, Geraint Rees, Harry Askham, Hugh Montgomery, Jeffrey De Fauw, Joseph R. Ledsam, Kiarna Hampton, Krystle Fuller, Michelle Livne, Mustafa Suleyman, Olaf Ronneberger, Ruheena Mendes, Sam Blackwell, Sarah Ireland, Stanislav Nikolov, Syed Ali Moinuddin, Trevor Back, Yasmin McQuinlan, Yojan Patel

arxiv:1809.04430 v3 · 2018-09-12 · cs.CV · cs.LG · cs.NE · physics.med-ph · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QTBR75ZBKRY5MM7T47B6YBHHDE}

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.

Cited by

3 papers in Pith

Towards Voxel Spacing Consistency for Medical Image Segmentation

Anatomically Consistent Segmentation of Organs at Risk in MRI with Convolutional Neural Networks

RadGenome-Anatomy: A Large-Scale Anatomy-Labeled Chest Radiograph Dataset via Physically Grounded Volumetric Projection

Receipt and verification

First computed	2026-07-05T02:06:43.759365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84c31ff7215471d633f3e7c3ec04e71919662157999d95d63bd9d191904a0b42

Aliases

arxiv: 1809.04430 · arxiv_version: 1809.04430v3 · doi: 10.48550/arxiv.1809.04430 · pith_short_12: QTBR75ZBKRY5 · pith_short_16: QTBR75ZBKRY5MM7T · pith_short_8: QTBR75ZB

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/QTBR75ZBKRY5MM7T47B6YBHHDE \
  | 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: 84c31ff7215471d633f3e7c3ec04e71919662157999d95d63bd9d191904a0b42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b8a3465cc11ef11a45a965095eb2a3d040d49865e618cc623f0a07014d7cfe1",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE",
      "physics.med-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-09-12T13:42:38Z",
    "title_canon_sha256": "7218fd8d5991c4f83a56cf1462a19bd7dfd465e0977c3df879cd13b700575758"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.04430",
    "kind": "arxiv",
    "version": 3
  }
}