Pith Number

pith:PNL4WI7Q

pith:2022:PNL4WI7QBFOUBCIXOBCFSEONMS

not attested not anchored not stored refs pending

LMFLOSS: A Hybrid Loss For Imbalanced Medical Image Classification

Abu Adnan Sadi, Faisal Ahamed Khan, Labib Chowdhury, Mohammad Newaz Sharif Rafi, Nabeel Mohammed, Nusrat Jahan, Radeya Chowdhury

arxiv:2212.12741 v2 · 2022-12-24 · cs.CV · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PNL4WI7QBFOUBCIXOBCFSEONMS}

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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

1 paper in Pith

Biologically Inspired Deep Learning Approaches for Fetal Ultrasound Image Classification

Receipt and verification

First computed	2026-07-05T09:03:46.540151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b57cb23f0095d40891770445911cd64a9156f7b103bd295c8db33c1261cf45b

Aliases

arxiv: 2212.12741 · arxiv_version: 2212.12741v2 · doi: 10.48550/arxiv.2212.12741 · pith_short_12: PNL4WI7QBFOU · pith_short_16: PNL4WI7QBFOUBCIX · pith_short_8: PNL4WI7Q

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/PNL4WI7QBFOUBCIXOBCFSEONMS \
  | 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: 7b57cb23f0095d40891770445911cd64a9156f7b103bd295c8db33c1261cf45b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57f0d5ec99c97feefa0722faafd75bd1eae481f434fc7334cb581d8a2f8bd04c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-24T14:19:44Z",
    "title_canon_sha256": "d2eaa878875bd3d8bfb367920c519f464248a7d9e713241a77d68e6327c85e57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.12741",
    "kind": "arxiv",
    "version": 2
  }
}