Pith Number

pith:YLALZ5I2

pith:2018:YLALZ5I2JANU4V55D5DL47URPB

not attested not anchored not stored refs pending

Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation

Chris Yakopcic, Mahmudul Hasan, Md Zahangir Alom, Tarek M. Taha, Vijayan K. Asari

arxiv:1802.06955 v5 · 2018-02-20 · cs.CV

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\usepackage{pith}
\pithnumber{YLALZ5I2JANU4V55D5DL47URPB}

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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

6 papers in Pith

Accuracy Improvement of Cell Image Segmentation Using Feedback Former

Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes

Challenges in Deep Learning-Based Small Organ Segmentation: A Benchmarking Perspective for Medical Research with Limited Datasets

Deep Image Segmentation via Discriminant Feature Learning

AuraMask: An Extensible Pipeline for Developing Aesthetic Anti-Facial Recognition Image Filters

Receipt and verification

First computed	2026-05-18T00:14:46.221437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2c0bcf51a481b4e57bd1f46be7e91786d08caabbfd934aff9e11478e5dc9354

Aliases

arxiv: 1802.06955 · arxiv_version: 1802.06955v5 · doi: 10.48550/arxiv.1802.06955 · pith_short_12: YLALZ5I2JANU · pith_short_16: YLALZ5I2JANU4V55 · pith_short_8: YLALZ5I2

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/YLALZ5I2JANU4V55D5DL47URPB \
  | 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: c2c0bcf51a481b4e57bd1f46be7e91786d08caabbfd934aff9e11478e5dc9354

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89a006d3d05eece061343d7ee97a0ee7d8db019f025fa0df75bddfdec226a19c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-02-20T03:59:39Z",
    "title_canon_sha256": "1f501818def161cfb879b97bbb37f1bbcc80069ca8c998a0e5b9be91f061bb79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.06955",
    "kind": "arxiv",
    "version": 5
  }
}