Pith Number

pith:ZSV56MII

pith:2026:ZSV56MII65V4MC5RGOICBZMIWY

not attested not anchored not stored refs pending

The MAMA-MIA Challenge: Advancing Generalizability and Fairness in Breast MRI Tumor Segmentation and Treatment Response Prediction

Alexandra Ertl, Amr Muhammad Abdo-Salem, Androniki Kozana, Anne Martel, Carlos Mart\'in-Isla, Daan Schouten, Daniel Sleiman, Dimitrios Bounias, Eleonora Poeta, Eliana Pastor, Eugen Divjak, Gordana Ivanac, Hadeel Awwad, Jeong Hoon Lee, Jessica K\"achele, Joan C. Vilanova, Kai Geissler, Kaisar Kushibar, Karim Lekadir, Katarzyna Gwo\'zdziewicz, Katerina Nikiforaki, Laura Igual, Lidia Garrucho, Luisa Vargas, Maciej Bobowicz, Maria A. Zuluaga, Maria-Laura Cosaka, Meltem Gulsun-Akpinar, Michail E. Klontzas, Mirabela Rusu, Muhammad Alberb, Navchetan Awasthi, Norhan O. Shawky-Abdelfatah, Oliver D\'iaz, O\u{g}uz Lafc{\i}, Pasant M. Abo-Elhoda, Paulius Jaru\v{s}evi\v{c}ius, Raphael Sch\"afer, Richard Osuala, Robert Mart\'i, Rosa Garc\'ia-Dosd\'a, Sara W. Tantawy, Shorouq S. Sakrana, Smriti Joshi, Tony Xu, Xavier Bargall\'o

arxiv:2603.01250 v2 · 2026-03-01 · 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{ZSV56MII65V4MC5RGOICBZMIWY}

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	2026-06-19T16:12:19.243737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccabdf3108f76bc60bb1339020e588b61825f0294cacb5a65848ab5ea4a10392

Aliases

arxiv: 2603.01250 · arxiv_version: 2603.01250v2 · doi: 10.48550/arxiv.2603.01250 · pith_short_12: ZSV56MII65V4 · pith_short_16: ZSV56MII65V4MC5R · pith_short_8: ZSV56MII

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/ZSV56MII65V4MC5RGOICBZMIWY \
  | 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: ccabdf3108f76bc60bb1339020e588b61825f0294cacb5a65848ab5ea4a10392

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20e4c7af3829bc20d601f17d27360d7e6465341d95933ac4128b463912f5be30",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-03-01T20:06:30Z",
    "title_canon_sha256": "18a520c3ca57f0c70c0e4702da65a52ffed1d67d03de450e94b0e7894a47ef8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.01250",
    "kind": "arxiv",
    "version": 2
  }
}