Pith Number

pith:U7MAGF6J

pith:2024:U7MAGF6J4RRFMRA35HP4HV3DF3

not attested not anchored not stored refs pending

Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor Segmentation

Abhijeet Parida, Austin Tapp, Daniel Capell\'an-Mart\'in, Mar\'ia J. Ledesma-Carbayo, Marius George Linguraru, Syed Muhammad Anwar, Xinyang Liu, Zhifan Jiang

arxiv:2412.04094 v3 · 2024-12-05 · eess.IV · cs.CV

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

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\usepackage{pith}
\pithnumber{U7MAGF6J4RRFMRA35HP4HV3DF3}

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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

3 papers in Pith

Post-Processing Methods for Improving Accuracy in MRI Inpainting

Adaptable Segmentation Pipeline for Diverse Brain Tumors with Radiomic-Guided Subtyping and Lesion-Wise Model Ensemble

Improving Pre-trained Adult Glioma Segmentation Models Using only Post-processing Techniques

Receipt and verification

First computed	2026-07-05T09:52:41.571103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7d80317c9e46256441be9dfc3d7632ee79e97150aef19cf9d50c04cf3deca99

Aliases

arxiv: 2412.04094 · arxiv_version: 2412.04094v3 · doi: 10.48550/arxiv.2412.04094 · pith_short_12: U7MAGF6J4RRF · pith_short_16: U7MAGF6J4RRFMRA3 · pith_short_8: U7MAGF6J

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/U7MAGF6J4RRFMRA35HP4HV3DF3 \
  | 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: a7d80317c9e46256441be9dfc3d7632ee79e97150aef19cf9d50c04cf3deca99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b513d4da3a0588e632dfcd7432a08814f3255290dc63b881c2d32b41e7c75316",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-12-05T12:00:00Z",
    "title_canon_sha256": "16057b82040cc7c101b7cf11cc3b2cf5eee85eb953fcd96a6a3cd4db4e226489"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04094",
    "kind": "arxiv",
    "version": 3
  }
}