{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:3PIVF4YWNZHYTJBKHAJGBQGVFF","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":"391f5c2f8ff0ccb778fdd3b975aa23e9607e2bbc280be7b3902d4432e9f1388d","cross_cats_sorted":["cs.AI","q-bio.QM"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2024-07-18T16:12:07Z","title_canon_sha256":"ed409a5c60fbe7e8c67e0ca9ec177c4fe6fc2543b2647a5f71943eed5703d9b4"},"schema_version":"1.0","source":{"id":"2407.13813","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.13813","created_at":"2026-07-05T08:45:53Z"},{"alias_kind":"arxiv_version","alias_value":"2407.13813v1","created_at":"2026-07-05T08:45:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.13813","created_at":"2026-07-05T08:45:53Z"},{"alias_kind":"pith_short_12","alias_value":"3PIVF4YWNZHY","created_at":"2026-07-05T08:45:53Z"},{"alias_kind":"pith_short_16","alias_value":"3PIVF4YWNZHYTJBK","created_at":"2026-07-05T08:45:53Z"},{"alias_kind":"pith_short_8","alias_value":"3PIVF4YW","created_at":"2026-07-05T08:45:53Z"}],"graph_snapshots":[{"event_id":"sha256:8b5ca776523eb524ad9867e2ac46c77ba3b3531b30e8be1213dd8e9031d296cc","target":"graph","created_at":"2026-07-05T08:45:53Z","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/2407.13813/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Medical imaging technologies have undergone extensive development, enabling non-invasive visualization of clinical information. The traditional review of medical images by clinicians remains subjective, time-consuming, and prone to human error. With the recent availability of medical imaging data, quantification have become important goals in the field. Radiomics, a methodology aimed at extracting quantitative information from imaging data, has emerged as a promising approach to uncover hidden biological information and support decision-making in clinical practice. This paper presents a review","authors_text":"Christophe Phillips, Elizaveta Lavrova, Eric Salmon, Hamza Khan, Henry C. Woodruff, Philippe Lambin","cross_cats":["cs.AI","q-bio.QM"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2024-07-18T16:12:07Z","title":"A review of handcrafted and deep radiomics in neurological diseases: transitioning from oncology to clinical neuroimaging"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.13813","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":"sha256:3ea5d738df1edd0a2a02ae79bacdddec5a5487939855fade42b90cc9fedf3770","target":"record","created_at":"2026-07-05T08:45:53Z","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":"391f5c2f8ff0ccb778fdd3b975aa23e9607e2bbc280be7b3902d4432e9f1388d","cross_cats_sorted":["cs.AI","q-bio.QM"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2024-07-18T16:12:07Z","title_canon_sha256":"ed409a5c60fbe7e8c67e0ca9ec177c4fe6fc2543b2647a5f71943eed5703d9b4"},"schema_version":"1.0","source":{"id":"2407.13813","kind":"arxiv","version":1}},"canonical_sha256":"dbd152f3166e4f89a42a381260c0d52943cea34646a5d8556540efcb10f75d8c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dbd152f3166e4f89a42a381260c0d52943cea34646a5d8556540efcb10f75d8c","first_computed_at":"2026-07-05T08:45:53.705795Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:45:53.705795Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"bTOdBrEIH2CwQWPpuRVisD8axNuhHaPDz2Y4aq2q20X/sTyqZjroHGNJ8j0AA4YOXFLoifwzjxin39DtDG6TBA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:45:53.706286Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.13813","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3ea5d738df1edd0a2a02ae79bacdddec5a5487939855fade42b90cc9fedf3770","sha256:8b5ca776523eb524ad9867e2ac46c77ba3b3531b30e8be1213dd8e9031d296cc"],"state_sha256":"3badc9eebedafd744efc93179adbceba964d830259b21b2486f964b3939ce985"}