{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:UYY25XHS6234UHGMG2OOOPTRAX","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":"4dc91d876217609faf7de6c46b5db21d1394dd33833c0063c6330317ff9d242a","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2017-05-10T00:20:23Z","title_canon_sha256":"df076327541d474bda6bc2aa33615b09200ee92fcbb97ee7b247bbec83d09dd3"},"schema_version":"1.0","source":{"id":"1705.03572","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1705.03572","created_at":"2026-05-18T00:32:25Z"},{"alias_kind":"arxiv_version","alias_value":"1705.03572v2","created_at":"2026-05-18T00:32:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1705.03572","created_at":"2026-05-18T00:32:25Z"},{"alias_kind":"pith_short_12","alias_value":"UYY25XHS6234","created_at":"2026-05-18T12:31:49Z"},{"alias_kind":"pith_short_16","alias_value":"UYY25XHS6234UHGM","created_at":"2026-05-18T12:31:49Z"},{"alias_kind":"pith_short_8","alias_value":"UYY25XHS","created_at":"2026-05-18T12:31:49Z"}],"graph_snapshots":[{"event_id":"sha256:61cd015b5c21f7921e7f3a00d9da8990c2d5ac3e55ffe1bcf1dad54bef8a05d2","target":"graph","created_at":"2026-05-18T00:32:25Z","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"},"paper":{"abstract_excerpt":"While lung cancer is the second most diagnosed form of cancer in men and women, a sufficiently early diagnosis can be pivotal in patient survival rates. Imaging-based, or radiomics-driven, detection methods have been developed to aid diagnosticians, but largely rely on hand-crafted features which may not fully encapsulate the differences between cancerous and healthy tissue. Recently, the concept of discovery radiomics was introduced, where custom abstract features are discovered from readily available imaging data. We propose a novel evolutionary deep radiomic sequencer discovery approach bas","authors_text":"Alexander Wong, Audrey G. Chung, Farzad Khalvati, Masoom A. Haider, Mohammad Javad Shafiee","cross_cats":["cs.CV","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2017-05-10T00:20:23Z","title":"Discovery Radiomics via Evolutionary Deep Radiomic Sequencer Discovery for Pathologically-Proven Lung Cancer Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1705.03572","kind":"arxiv","version":2},"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:c3cee90edddb34db31fd15021543a822a97865cd8869f2650c6e0c64a375fa9b","target":"record","created_at":"2026-05-18T00:32:25Z","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":"4dc91d876217609faf7de6c46b5db21d1394dd33833c0063c6330317ff9d242a","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2017-05-10T00:20:23Z","title_canon_sha256":"df076327541d474bda6bc2aa33615b09200ee92fcbb97ee7b247bbec83d09dd3"},"schema_version":"1.0","source":{"id":"1705.03572","kind":"arxiv","version":2}},"canonical_sha256":"a631aedcf2f6b7ca1ccc369ce73e7105dca5b560262a4bf0f999c131dc0374f7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a631aedcf2f6b7ca1ccc369ce73e7105dca5b560262a4bf0f999c131dc0374f7","first_computed_at":"2026-05-18T00:32:25.748026Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:32:25.748026Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"TXiXLOp3KOBLpq2xDP/X1M9rzvc7owXx+fZd0kvLMHFq0oS4iR+yaARHvbT/KqPXA8AhDEQLqmumwV6z3KU1DQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:32:25.748591Z","signed_message":"canonical_sha256_bytes"},"source_id":"1705.03572","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c3cee90edddb34db31fd15021543a822a97865cd8869f2650c6e0c64a375fa9b","sha256:61cd015b5c21f7921e7f3a00d9da8990c2d5ac3e55ffe1bcf1dad54bef8a05d2"],"state_sha256":"e0b476465e21b24808075dc263eb86c19cf4ce9a0a164cff6763e572d0909b14"}