Pith Number

pith:IOSUG52T

pith:2020:IOSUG52T364UUH6U2KFVA2OEGB

not attested not anchored not stored refs pending

U-Net and its variants for medical image segmentation: theory and applications

Colin Elkin, Nahian Siddique, Paheding Sidike, Vijay Devabhaktuni

arxiv:2011.01118 v1 · 2020-11-02 · eess.IV · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{IOSUG52T364UUH6U2KFVA2OEGB}

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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

A novel attention mechanism for noise-adaptive and robust segmentation of microtubules in microscopy images

MTCurv: Deep learning for direct microtubule curvature mapping in noisy fluorescence microscopy images

Receipt and verification

First computed	2026-07-05T02:47:40.272287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43a5437753dfb94a1fd4d28b5069c4304edfda4411210c75440439537d3b0db3

Aliases

arxiv: 2011.01118 · arxiv_version: 2011.01118v1 · doi: 10.48550/arxiv.2011.01118 · pith_short_12: IOSUG52T364U · pith_short_16: IOSUG52T364UUH6U · pith_short_8: IOSUG52T

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/IOSUG52T364UUH6U2KFVA2OEGB \
  | 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: 43a5437753dfb94a1fd4d28b5069c4304edfda4411210c75440439537d3b0db3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6095510308b06ca002402b5d134a3320ae34297ef6dd89743ea36530cfbad617",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2020-11-02T16:50:00Z",
    "title_canon_sha256": "f13e9d38bcb0f86bfa85ae5617de02eb7fb13c2d5cbd4928b901e0d7b4cf1cfa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.01118",
    "kind": "arxiv",
    "version": 1
  }
}