{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2018:44OHLIL5UNO25DLIUO5G5TXLM4","short_pith_number":"pith:44OHLIL5","schema_version":"1.0","canonical_sha256":"e71c75a17da35dae8d68a3ba6eceeb67234a3d64fe17354484e76c4e8a3ee073","source":{"kind":"arxiv","id":"1807.11677","version":1},"attestation_state":"computed","paper":{"title":"Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Janne Heikkil\\\"a, Juho Kannala, Nasir Rajpoot, Saad Ullah Akram, Simon Graham, Talha Qaiser","submitted_at":"2018-07-31T06:19:19Z","abstract_excerpt":"Mitosis count is an important biomarker for prognosis of various cancers. At present, pathologists typically perform manual counting on a few selected regions of interest in breast whole-slide-images (WSIs) of patient biopsies. This task is very time-consuming, tedious and subjective. Automated mitosis detection methods have made great advances in recent years. However, these methods require exhaustive labeling of a large number of selected regions of interest. This task is very expensive because expert pathologists are needed for reliable and accurate annotations. In this paper, we present a "},"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":"1807.11677","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-07-31T06:19:19Z","cross_cats_sorted":[],"title_canon_sha256":"92d13c3fcd550e639da51f7f58494f037dba49c100362785727b3224a8e95ecc","abstract_canon_sha256":"90e85cad9fb9db9b40b31eef98ec72b686184bb1c876e3adf807b23d0e6d7a37"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:09:21.438691Z","signature_b64":"NvsSYNR+GCkwvRSUR7n1cIbl/g0Z0esJiAtkjpScXjQbta/iCcTdZs0/p9W0nfKkW7Y9IMEQnlHkmjyyQsMADQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e71c75a17da35dae8d68a3ba6eceeb67234a3d64fe17354484e76c4e8a3ee073","last_reissued_at":"2026-05-18T00:09:21.438229Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:09:21.438229Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Janne Heikkil\\\"a, Juho Kannala, Nasir Rajpoot, Saad Ullah Akram, Simon Graham, Talha Qaiser","submitted_at":"2018-07-31T06:19:19Z","abstract_excerpt":"Mitosis count is an important biomarker for prognosis of various cancers. At present, pathologists typically perform manual counting on a few selected regions of interest in breast whole-slide-images (WSIs) of patient biopsies. This task is very time-consuming, tedious and subjective. Automated mitosis detection methods have made great advances in recent years. However, these methods require exhaustive labeling of a large number of selected regions of interest. This task is very expensive because expert pathologists are needed for reliable and accurate annotations. In this paper, we present a "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1807.11677","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":""},"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":"1807.11677","created_at":"2026-05-18T00:09:21.438298+00:00"},{"alias_kind":"arxiv_version","alias_value":"1807.11677v1","created_at":"2026-05-18T00:09:21.438298+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1807.11677","created_at":"2026-05-18T00:09:21.438298+00:00"},{"alias_kind":"pith_short_12","alias_value":"44OHLIL5UNO2","created_at":"2026-05-18T12:32:05.422762+00:00"},{"alias_kind":"pith_short_16","alias_value":"44OHLIL5UNO25DLI","created_at":"2026-05-18T12:32:05.422762+00:00"},{"alias_kind":"pith_short_8","alias_value":"44OHLIL5","created_at":"2026-05-18T12:32:05.422762+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/44OHLIL5UNO25DLIUO5G5TXLM4","json":"https://pith.science/pith/44OHLIL5UNO25DLIUO5G5TXLM4.json","graph_json":"https://pith.science/api/pith-number/44OHLIL5UNO25DLIUO5G5TXLM4/graph.json","events_json":"https://pith.science/api/pith-number/44OHLIL5UNO25DLIUO5G5TXLM4/events.json","paper":"https://pith.science/paper/44OHLIL5"},"agent_actions":{"view_html":"https://pith.science/pith/44OHLIL5UNO25DLIUO5G5TXLM4","download_json":"https://pith.science/pith/44OHLIL5UNO25DLIUO5G5TXLM4.json","view_paper":"https://pith.science/paper/44OHLIL5","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1807.11677&json=true","fetch_graph":"https://pith.science/api/pith-number/44OHLIL5UNO25DLIUO5G5TXLM4/graph.json","fetch_events":"https://pith.science/api/pith-number/44OHLIL5UNO25DLIUO5G5TXLM4/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/44OHLIL5UNO25DLIUO5G5TXLM4/action/timestamp_anchor","attest_storage":"https://pith.science/pith/44OHLIL5UNO25DLIUO5G5TXLM4/action/storage_attestation","attest_author":"https://pith.science/pith/44OHLIL5UNO25DLIUO5G5TXLM4/action/author_attestation","sign_citation":"https://pith.science/pith/44OHLIL5UNO25DLIUO5G5TXLM4/action/citation_signature","submit_replication":"https://pith.science/pith/44OHLIL5UNO25DLIUO5G5TXLM4/action/replication_record"}},"created_at":"2026-05-18T00:09:21.438298+00:00","updated_at":"2026-05-18T00:09:21.438298+00:00"}