{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:IUC46G5YG523RRHCHDVYKKGPTL","short_pith_number":"pith:IUC46G5Y","canonical_record":{"source":{"id":"2402.10454","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-02-16T05:16:20Z","cross_cats_sorted":[],"title_canon_sha256":"eab7baf3196ba5afa6a71b258ca55e29c027cc490ccf1e47477927cce53704ac","abstract_canon_sha256":"4cd5ebf512d993c0d8fd3aa1eca22ce67c72ba494b22ad4abd056dfe73f40c41"},"schema_version":"1.0"},"canonical_sha256":"4505cf1bb83775b8c4e238eb8528cf9ae3fe40c166aca1281106a35f701a349e","source":{"kind":"arxiv","id":"2402.10454","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.10454","created_at":"2026-07-05T07:45:56Z"},{"alias_kind":"arxiv_version","alias_value":"2402.10454v1","created_at":"2026-07-05T07:45:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.10454","created_at":"2026-07-05T07:45:56Z"},{"alias_kind":"pith_short_12","alias_value":"IUC46G5YG523","created_at":"2026-07-05T07:45:56Z"},{"alias_kind":"pith_short_16","alias_value":"IUC46G5YG523RRHC","created_at":"2026-07-05T07:45:56Z"},{"alias_kind":"pith_short_8","alias_value":"IUC46G5Y","created_at":"2026-07-05T07:45:56Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:IUC46G5YG523RRHCHDVYKKGPTL","target":"record","payload":{"canonical_record":{"source":{"id":"2402.10454","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-02-16T05:16:20Z","cross_cats_sorted":[],"title_canon_sha256":"eab7baf3196ba5afa6a71b258ca55e29c027cc490ccf1e47477927cce53704ac","abstract_canon_sha256":"4cd5ebf512d993c0d8fd3aa1eca22ce67c72ba494b22ad4abd056dfe73f40c41"},"schema_version":"1.0"},"canonical_sha256":"4505cf1bb83775b8c4e238eb8528cf9ae3fe40c166aca1281106a35f701a349e","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:45:56.705016Z","signature_b64":"3+ZrzdFAW5nlnGMDK29KzCJcpST0BUseuHwgjcbzQKZRfLea4K13cLQ659HajQDpmzENlt8Wg9w+5zpUUakwDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"4505cf1bb83775b8c4e238eb8528cf9ae3fe40c166aca1281106a35f701a349e","last_reissued_at":"2026-07-05T07:45:56.704498Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:45:56.704498Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2402.10454","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:45:56Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"oR2rCopHKYFz8izhucqfj+yJL88gHEI9dNi6HEpCsVvINl5WH3mvUx9I/7Td7e0NMLddwo0z8DZ6juKhUt5PAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-19T18:26:48.978633Z"},"content_sha256":"55121814df6ab810b900d1ea9dd222f374476194667d3d20ba7a3ad1787f4918","schema_version":"1.0","event_id":"sha256:55121814df6ab810b900d1ea9dd222f374476194667d3d20ba7a3ad1787f4918"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:IUC46G5YG523RRHCHDVYKKGPTL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Mahapara Khurshid, Mayank Vatsa, Richa Singh","submitted_at":"2024-02-16T05:16:20Z","abstract_excerpt":"The rising global prevalence of skin conditions, some of which can escalate to life-threatening stages if not timely diagnosed and treated, presents a significant healthcare challenge. This issue is particularly acute in remote areas where limited access to healthcare often results in delayed treatment, allowing skin diseases to advance to more critical stages. One of the primary challenges in diagnosing skin diseases is their low inter-class variations, as many exhibit similar visual characteristics, making accurate classification challenging. This research introduces a novel multimodal metho"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.10454","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2402.10454/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:45:56Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"N/8+YIgzo9FuoPvHIIDBBIWBh415z9YYFK7LiNbvGYnowMuBMy+koom84GiGNX2L1SEiBcxcYZD+sm1abJCGBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-19T18:26:48.979147Z"},"content_sha256":"d7952cb53741d56d166604c049f364582e3ded8b0086670b277db012e76262c5","schema_version":"1.0","event_id":"sha256:d7952cb53741d56d166604c049f364582e3ded8b0086670b277db012e76262c5"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/IUC46G5YG523RRHCHDVYKKGPTL/bundle.json","state_url":"https://pith.science/pith/IUC46G5YG523RRHCHDVYKKGPTL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/IUC46G5YG523RRHCHDVYKKGPTL/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-19T18:26:48Z","links":{"resolver":"https://pith.science/pith/IUC46G5YG523RRHCHDVYKKGPTL","bundle":"https://pith.science/pith/IUC46G5YG523RRHCHDVYKKGPTL/bundle.json","state":"https://pith.science/pith/IUC46G5YG523RRHCHDVYKKGPTL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/IUC46G5YG523RRHCHDVYKKGPTL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:IUC46G5YG523RRHCHDVYKKGPTL","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":"4cd5ebf512d993c0d8fd3aa1eca22ce67c72ba494b22ad4abd056dfe73f40c41","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-02-16T05:16:20Z","title_canon_sha256":"eab7baf3196ba5afa6a71b258ca55e29c027cc490ccf1e47477927cce53704ac"},"schema_version":"1.0","source":{"id":"2402.10454","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.10454","created_at":"2026-07-05T07:45:56Z"},{"alias_kind":"arxiv_version","alias_value":"2402.10454v1","created_at":"2026-07-05T07:45:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.10454","created_at":"2026-07-05T07:45:56Z"},{"alias_kind":"pith_short_12","alias_value":"IUC46G5YG523","created_at":"2026-07-05T07:45:56Z"},{"alias_kind":"pith_short_16","alias_value":"IUC46G5YG523RRHC","created_at":"2026-07-05T07:45:56Z"},{"alias_kind":"pith_short_8","alias_value":"IUC46G5Y","created_at":"2026-07-05T07:45:56Z"}],"graph_snapshots":[{"event_id":"sha256:d7952cb53741d56d166604c049f364582e3ded8b0086670b277db012e76262c5","target":"graph","created_at":"2026-07-05T07:45:56Z","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/2402.10454/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The rising global prevalence of skin conditions, some of which can escalate to life-threatening stages if not timely diagnosed and treated, presents a significant healthcare challenge. This issue is particularly acute in remote areas where limited access to healthcare often results in delayed treatment, allowing skin diseases to advance to more critical stages. One of the primary challenges in diagnosing skin diseases is their low inter-class variations, as many exhibit similar visual characteristics, making accurate classification challenging. This research introduces a novel multimodal metho","authors_text":"Mahapara Khurshid, Mayank Vatsa, Richa Singh","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-02-16T05:16:20Z","title":"Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.10454","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":"sha256:55121814df6ab810b900d1ea9dd222f374476194667d3d20ba7a3ad1787f4918","target":"record","created_at":"2026-07-05T07:45:56Z","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":"4cd5ebf512d993c0d8fd3aa1eca22ce67c72ba494b22ad4abd056dfe73f40c41","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-02-16T05:16:20Z","title_canon_sha256":"eab7baf3196ba5afa6a71b258ca55e29c027cc490ccf1e47477927cce53704ac"},"schema_version":"1.0","source":{"id":"2402.10454","kind":"arxiv","version":1}},"canonical_sha256":"4505cf1bb83775b8c4e238eb8528cf9ae3fe40c166aca1281106a35f701a349e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4505cf1bb83775b8c4e238eb8528cf9ae3fe40c166aca1281106a35f701a349e","first_computed_at":"2026-07-05T07:45:56.704498Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:45:56.704498Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3+ZrzdFAW5nlnGMDK29KzCJcpST0BUseuHwgjcbzQKZRfLea4K13cLQ659HajQDpmzENlt8Wg9w+5zpUUakwDg==","signature_status":"signed_v1","signed_at":"2026-07-05T07:45:56.705016Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.10454","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:55121814df6ab810b900d1ea9dd222f374476194667d3d20ba7a3ad1787f4918","sha256:d7952cb53741d56d166604c049f364582e3ded8b0086670b277db012e76262c5"],"state_sha256":"c8a779a3f4ae0cfb389395779b0d2030cda95e434b3233a7a058c9b03a6d6bdf"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"EAThCgxwcpp6cJkbUvJ2lPAwgqAT0xCux0gR6VEnfqNw8UmftFDNinmxUKXb0rNMZpnu0LUR6WoDQgJiVpXLAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-19T18:26:48.984582Z","bundle_sha256":"d9ed9b412a3f5d1ff56bfe972dec82fb7ec223d4b1b0aa4d0287244089d4f4cd"}}