{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:ON4XOFFQICVNDMKZ4KDCNSSYBU","short_pith_number":"pith:ON4XOFFQ","schema_version":"1.0","canonical_sha256":"73797714b040aad1b159e28626ca580d1c04f0869cdb7e162cde10504a2f984d","source":{"kind":"arxiv","id":"2406.11538","version":1},"attestation_state":"computed","paper":{"title":"Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.CE"],"primary_cat":"cs.CV","authors_text":"Artur Jurgas, Henning M\\\"uller, Jeroen van der Laak, Manfredo Atzori, Marek Wodzinski, Marina D'Amato","submitted_at":"2024-06-17T13:39:31Z","abstract_excerpt":"The problem of artifacts in whole slide image acquisition, prevalent in both clinical workflows and research-oriented settings, necessitates human intervention and re-scanning. Overcoming this challenge requires developing quality control algorithms, that are hindered by the limited availability of relevant annotated data in histopathology. The manual annotation of ground-truth for artifact detection methods is expensive and time-consuming. This work addresses the issue by proposing a method dedicated to augmenting whole slide images with artifacts. The tool seamlessly generates and blends art"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2406.11538","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-06-17T13:39:31Z","cross_cats_sorted":["cs.AI","cs.CE"],"title_canon_sha256":"57ff7aee8d8e14e23f933d5530f4dcbd2c842883d1742192bfffd218bea50f52","abstract_canon_sha256":"dc5acc7bb7cfba6638784290cfd889ab15557bc95f045f9c6dd90eefb4ca0567"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:21:27.161911Z","signature_b64":"xLnntTcyRb8ypTEUMbsSHt4/DPegQXYT4vvjsHd7gpOAo89oB+IaZ2jjpXpcYAFQjULg7LpGhtUvn/z8WDPeCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"73797714b040aad1b159e28626ca580d1c04f0869cdb7e162cde10504a2f984d","last_reissued_at":"2026-07-05T09:21:27.161391Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:21:27.161391Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.CE"],"primary_cat":"cs.CV","authors_text":"Artur Jurgas, Henning M\\\"uller, Jeroen van der Laak, Manfredo Atzori, Marek Wodzinski, Marina D'Amato","submitted_at":"2024-06-17T13:39:31Z","abstract_excerpt":"The problem of artifacts in whole slide image acquisition, prevalent in both clinical workflows and research-oriented settings, necessitates human intervention and re-scanning. Overcoming this challenge requires developing quality control algorithms, that are hindered by the limited availability of relevant annotated data in histopathology. The manual annotation of ground-truth for artifact detection methods is expensive and time-consuming. This work addresses the issue by proposing a method dedicated to augmenting whole slide images with artifacts. The tool seamlessly generates and blends art"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.11538","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/2406.11538/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2406.11538","created_at":"2026-07-05T09:21:27.161469+00:00"},{"alias_kind":"arxiv_version","alias_value":"2406.11538v1","created_at":"2026-07-05T09:21:27.161469+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.11538","created_at":"2026-07-05T09:21:27.161469+00:00"},{"alias_kind":"pith_short_12","alias_value":"ON4XOFFQICVN","created_at":"2026-07-05T09:21:27.161469+00:00"},{"alias_kind":"pith_short_16","alias_value":"ON4XOFFQICVNDMKZ","created_at":"2026-07-05T09:21:27.161469+00:00"},{"alias_kind":"pith_short_8","alias_value":"ON4XOFFQ","created_at":"2026-07-05T09:21:27.161469+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/ON4XOFFQICVNDMKZ4KDCNSSYBU","json":"https://pith.science/pith/ON4XOFFQICVNDMKZ4KDCNSSYBU.json","graph_json":"https://pith.science/api/pith-number/ON4XOFFQICVNDMKZ4KDCNSSYBU/graph.json","events_json":"https://pith.science/api/pith-number/ON4XOFFQICVNDMKZ4KDCNSSYBU/events.json","paper":"https://pith.science/paper/ON4XOFFQ"},"agent_actions":{"view_html":"https://pith.science/pith/ON4XOFFQICVNDMKZ4KDCNSSYBU","download_json":"https://pith.science/pith/ON4XOFFQICVNDMKZ4KDCNSSYBU.json","view_paper":"https://pith.science/paper/ON4XOFFQ","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2406.11538&json=true","fetch_graph":"https://pith.science/api/pith-number/ON4XOFFQICVNDMKZ4KDCNSSYBU/graph.json","fetch_events":"https://pith.science/api/pith-number/ON4XOFFQICVNDMKZ4KDCNSSYBU/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/ON4XOFFQICVNDMKZ4KDCNSSYBU/action/timestamp_anchor","attest_storage":"https://pith.science/pith/ON4XOFFQICVNDMKZ4KDCNSSYBU/action/storage_attestation","attest_author":"https://pith.science/pith/ON4XOFFQICVNDMKZ4KDCNSSYBU/action/author_attestation","sign_citation":"https://pith.science/pith/ON4XOFFQICVNDMKZ4KDCNSSYBU/action/citation_signature","submit_replication":"https://pith.science/pith/ON4XOFFQICVNDMKZ4KDCNSSYBU/action/replication_record"}},"created_at":"2026-07-05T09:21:27.161469+00:00","updated_at":"2026-07-05T09:21:27.161469+00:00"}