{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:YQHZKAJLM77FLYHJ5YVBDEQLED","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"127cc11496f15579e19b7da9cbc77c4b6d8a91807d2cf8856ef9e9fee2c94ca1","cross_cats_sorted":["cs.LG","cs.NE","eess.IV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-11-30T13:17:52Z","title_canon_sha256":"15fdedc503a2a068fcd507432e53c93282464374cd40eef3e9b9602b15130673"},"schema_version":"1.0","source":{"id":"2412.00472","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.00472","created_at":"2026-07-05T09:42:42Z"},{"alias_kind":"arxiv_version","alias_value":"2412.00472v1","created_at":"2026-07-05T09:42:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.00472","created_at":"2026-07-05T09:42:42Z"},{"alias_kind":"pith_short_12","alias_value":"YQHZKAJLM77F","created_at":"2026-07-05T09:42:42Z"},{"alias_kind":"pith_short_16","alias_value":"YQHZKAJLM77FLYHJ","created_at":"2026-07-05T09:42:42Z"},{"alias_kind":"pith_short_8","alias_value":"YQHZKAJL","created_at":"2026-07-05T09:42:42Z"}],"graph_snapshots":[{"event_id":"sha256:265e64f6119730d621d94a6699bf966aade5f0756a27e671473e59569789496c","target":"graph","created_at":"2026-07-05T09:42:42Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2412.00472/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Skin cancer (SC) stands out as one of the most life-threatening forms of cancer, with its danger amplified if not diagnosed and treated promptly. Early intervention is critical, as it allows for more effective treatment approaches. In recent years, Deep Learning (DL) has emerged as a powerful tool in the early detection and skin cancer diagnosis (SCD). Although the DL seems promising for the diagnosis of skin cancer, still ample scope exists for improving model efficiency and accuracy. This paper proposes a novel approach to skin cancer detection, utilizing optimization techniques in conjuncti","authors_text":"Mohammad Kazzazi, Mohammad Morsali, Parsa Hatami, Ramin Mousa, Saeed Chamani, Soroush Sarabi","cross_cats":["cs.LG","cs.NE","eess.IV"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-11-30T13:17:52Z","title":"Enhancing Skin Cancer Diagnosis (SCD) Using Late Discrete Wavelet Transform (DWT) and New Swarm-Based Optimizers"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.00472","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:f1845342cd72a3aa0beaa1d5c9b7c39930eca9abed2201c3ed9f58cecd2e7081","target":"record","created_at":"2026-07-05T09:42:42Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"127cc11496f15579e19b7da9cbc77c4b6d8a91807d2cf8856ef9e9fee2c94ca1","cross_cats_sorted":["cs.LG","cs.NE","eess.IV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-11-30T13:17:52Z","title_canon_sha256":"15fdedc503a2a068fcd507432e53c93282464374cd40eef3e9b9602b15130673"},"schema_version":"1.0","source":{"id":"2412.00472","kind":"arxiv","version":1}},"canonical_sha256":"c40f95012b67fe55e0e9ee2a11920b20ce5d427690dd83f2f2f1def006545dd1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c40f95012b67fe55e0e9ee2a11920b20ce5d427690dd83f2f2f1def006545dd1","first_computed_at":"2026-07-05T09:42:42.027991Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:42:42.027991Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"aDpXueWS4cQvp34Sx9mgQMp862bbwBEU3zl6hatIbQZoDWXEEGOl2En4AxLKwbmR7TCATFglWVtJ2cOAD7fXCA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:42:42.028428Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.00472","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f1845342cd72a3aa0beaa1d5c9b7c39930eca9abed2201c3ed9f58cecd2e7081","sha256:265e64f6119730d621d94a6699bf966aade5f0756a27e671473e59569789496c"],"state_sha256":"09d166b68dee54d5ac835539b5dc9aa92b949c344a27de84d6d0f5c72f0b8f3c"}