Pith Number

pith:VAVOQBY4

pith:2023:VAVOQBY4E6SHV6OXONRY3BAQZO

not attested not anchored not stored refs pending

Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA

Abdul Qayyum, Adam Hilbert, Adnan H. Siddiqui, Adri\`a Casamitjana, Adrian Galdran, Alexander Koch, Amrish Soundararajan, Andrew Makmur, Anjany Sekuboyina, Arnau Oliver, Bastian Wittmann, Bene Wiestler, Birgitta K. Velthuis, Bjoern Menze, Cansu Yal\c{c}in, Catherine Wurster, Chaolong Lin, Chengcheng Zhu, Chinmay Prabhakar, Clara Lisazo, Dahye Lee, Daniele Falcetta, Daniel Rueckert, Diana Waldmannstetter, Dietmar Frey, Dimitrios Rallios, Dominic LaBella, Elisa Colombo, Emmanuel Montagnon, Ezequiel de la Rosa, Fabian Isensee, Fabio Musio, Fernando Navarro, Florent Autrusseau, Florian Kofler, Francesco Galati, Guang-Zhong Yang, Haibin Huang, Hakim Baazaoui, Hannah-Lea Handelsmann, Hanxiao Zhang, Haoran Zhao, Henning M\"uller, Hongwei Bran Li, Houjing Huang, Huayu Wang, Hugo J. Kuijf, Huilin Zhao, Hyunjin Park, Ibrahim Ethem Hamamci, Iris N. Vos, Ivan Ezhov, James Hallinan, Jana Rieger, Jan S. Kirschke, Jeroen Bisschop, Jialu Liu, Joaquim Salvi, Johannes C. Paetzold, Jongyun Hwang, Julien H\"ammerli, Julius Holzschuh, Junqiang Chen, Kaiyuan Yang, Klaus Maier-Hein, Kwanseok Oh, Laura Westphal, Laurent Letourneau-Guillon, Luca Giancardo, Luciano H\"oher, Mahmud Mossa-Basha, Marek Wodzinski, Maria A. Zuluaga, Martin Menten, Matteo Delucchi, Maximilian R. Rokuss, Maysam Orouskhani, Minghui Zhang, Moona Mazher, Nesrin Mansouri, Nico Disch, Norman Juchler, Orhun Utku Aydin, Paula Casademunt, Pengcheng Shi, Philippe Bijlenga, Rachika E. Hamadache, Rami Al-Maskari, Roland Wiest, Satoru Tanioka, Shunzhi Zhu, Sinyoung Ra, Steven Niederer, Suprosanna Shit, Susanne Wegener, Sven Hirsch, Tatsat R. Patel, Ting Ma, Uma Maria Lal-Trehan Estrada, Valeriia Abramova, Vincent M. Tutino, Wei Liu, Xavier Llad\'o, Xin You, Yannick Kirchhoff, Yihui Ma, Ynte M. Ruigrok, Yue Cui, Yuki Sato, Yun Gu, Yusheng Liu, Zehang Lin, Zehan Zhang

arxiv:2312.17670 v4 · 2023-12-29 · cs.CV · cs.LG · q-bio.QM · q-bio.TO

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\usepackage{pith}
\pithnumber{VAVOQBY4E6SHV6OXONRY3BAQZO}

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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

2 papers in Pith

VesselSim: learning 3D blood vessel segmentation without expert annotations

AG-TAL: Anatomically-Guided Topology-Aware Loss for Multiclass Segmentation of the Circle of Willis Using Large-Scale Multi-Center Datasets

Receipt and verification

First computed	2026-07-05T11:33:47.384936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a82ae8071c27a47af9d773638d8410cb92d50cdc6de1850fef26b48e07cd7aad

Aliases

arxiv: 2312.17670 · arxiv_version: 2312.17670v4 · doi: 10.48550/arxiv.2312.17670 · pith_short_12: VAVOQBY4E6SH · pith_short_16: VAVOQBY4E6SHV6OX · pith_short_8: VAVOQBY4

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/VAVOQBY4E6SHV6OXONRY3BAQZO \
  | 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: a82ae8071c27a47af9d773638d8410cb92d50cdc6de1850fef26b48e07cd7aad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3311fc289c442e87c7d8b2431c2ed3b4302a4535e3b0edffdfcf3e2da08537c6",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.QM",
      "q-bio.TO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-29T16:37:08Z",
    "title_canon_sha256": "60bf47beaca9b609a6fde4620e8b4150f4756ceac5a60a9524843527c01ba0d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.17670",
    "kind": "arxiv",
    "version": 4
  }
}