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Pith Number

pith:M6Q55WOG

pith:2026:M6Q55WOGK6HXF7GOLUHJHD5GTU
not attested not anchored not stored refs pending

PEFT-MedSAM: Efficient Fine-Tuning of Medical Foundation Models for Explainable Skin Lesion Segmentation

Aamir Akbar, Abdullah Khan, Ameer Hamza, Aqib Hussain, Asad Channa, Asghar Ali Chandio, Shahzad Memon

arxiv:2606.18707 v1 · 2026-06-17 · cs.CV

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\usepackage{pith}
\pithnumber{M6Q55WOGK6HXF7GOLUHJHD5GTU}

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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.
Receipt and verification
First computed 2026-06-19T16:11:45.156530Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

67a1ded9c6578f72fcce5d0e938fa69d11291740a008c5249880791c0615955d

Aliases

arxiv: 2606.18707 · arxiv_version: 2606.18707v1 · doi: 10.48550/arxiv.2606.18707 · pith_short_12: M6Q55WOGK6HX · pith_short_16: M6Q55WOGK6HXF7GO · pith_short_8: M6Q55WOG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/M6Q55WOGK6HXF7GOLUHJHD5GTU \
  | 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: 67a1ded9c6578f72fcce5d0e938fa69d11291740a008c5249880791c0615955d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "56b3419ec93457f8f9e126b2e1150068a199f9646209ebe8d1fc7d752848d206",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-17T05:42:24Z",
    "title_canon_sha256": "e21935f3be1d0534ba74e5cf878733e88c821b3a8fc06266c73c01cc5fcc7d77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18707",
    "kind": "arxiv",
    "version": 1
  }
}