{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:JV36Y4DLHORBVGPSIJGOFWNQ4L","short_pith_number":"pith:JV36Y4DL","schema_version":"1.0","canonical_sha256":"4d77ec706b3ba21a99f2424ce2d9b0e2d38c1c639470f7187b2bdf5d3167c0e1","source":{"kind":"arxiv","id":"2412.10967","version":2},"attestation_state":"computed","paper":{"title":"Biological and Radiological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Prostate Cancer; Dictionary Version PM1.0","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.CV"],"primary_cat":"physics.med-ph","authors_text":"Ahmad Shariftabrizi, Arman Rahmim, Ilker Hacihaliloglu, Mohammad R. Salmanpour, Sajad Amiri, Sara Gharibi, William B Weeks, Yixi Xu","submitted_at":"2024-12-14T20:55:31Z","abstract_excerpt":"We investigate the connection between visual semantic features defined in PI-RADS and associated risk factors, moving beyond abnormal imaging findings, establishing a shared framework between medical and AI professionals by creating a standardized dictionary of biological/radiological RFs. Subsequently, 6 interpretable and seven complex classifiers, linked with nine interpretable feature selection algorithms (FSA) applied to risk factors, were extracted from segmented lesions in T2-weighted imaging (T2WI), diffusion-weighted imaging (DWI), and apparent diffusion coefficient (ADC) multiparametr"},"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":"2412.10967","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"physics.med-ph","submitted_at":"2024-12-14T20:55:31Z","cross_cats_sorted":["cs.CV"],"title_canon_sha256":"d50e4d5873c9432b3a2f773bfd1596d1479d21c9c3d4a2bfac6f3deb6482fec9","abstract_canon_sha256":"d8ddb6f35b3b3b295f47e7319d73663b8b872c27ae94a00234feccd95bcd0fb8"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:50:55.922607Z","signature_b64":"I/PJVqUKUYB/9EdqRGzqLSyK3rIrbJcZtrxau9SD8rBG+NPmab6HGrE+Wk3yuTcRyza+MiXnZDTSccVA8/Y2CA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"4d77ec706b3ba21a99f2424ce2d9b0e2d38c1c639470f7187b2bdf5d3167c0e1","last_reissued_at":"2026-07-05T09:50:55.922123Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:50:55.922123Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Biological and Radiological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Prostate Cancer; Dictionary Version PM1.0","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.CV"],"primary_cat":"physics.med-ph","authors_text":"Ahmad Shariftabrizi, Arman Rahmim, Ilker Hacihaliloglu, Mohammad R. Salmanpour, Sajad Amiri, Sara Gharibi, William B Weeks, Yixi Xu","submitted_at":"2024-12-14T20:55:31Z","abstract_excerpt":"We investigate the connection between visual semantic features defined in PI-RADS and associated risk factors, moving beyond abnormal imaging findings, establishing a shared framework between medical and AI professionals by creating a standardized dictionary of biological/radiological RFs. Subsequently, 6 interpretable and seven complex classifiers, linked with nine interpretable feature selection algorithms (FSA) applied to risk factors, were extracted from segmented lesions in T2-weighted imaging (T2WI), diffusion-weighted imaging (DWI), and apparent diffusion coefficient (ADC) multiparametr"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.10967","kind":"arxiv","version":2},"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/2412.10967/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":"2412.10967","created_at":"2026-07-05T09:50:55.922183+00:00"},{"alias_kind":"arxiv_version","alias_value":"2412.10967v2","created_at":"2026-07-05T09:50:55.922183+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.10967","created_at":"2026-07-05T09:50:55.922183+00:00"},{"alias_kind":"pith_short_12","alias_value":"JV36Y4DLHORB","created_at":"2026-07-05T09:50:55.922183+00:00"},{"alias_kind":"pith_short_16","alias_value":"JV36Y4DLHORBVGPS","created_at":"2026-07-05T09:50:55.922183+00:00"},{"alias_kind":"pith_short_8","alias_value":"JV36Y4DL","created_at":"2026-07-05T09:50:55.922183+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/JV36Y4DLHORBVGPSIJGOFWNQ4L","json":"https://pith.science/pith/JV36Y4DLHORBVGPSIJGOFWNQ4L.json","graph_json":"https://pith.science/api/pith-number/JV36Y4DLHORBVGPSIJGOFWNQ4L/graph.json","events_json":"https://pith.science/api/pith-number/JV36Y4DLHORBVGPSIJGOFWNQ4L/events.json","paper":"https://pith.science/paper/JV36Y4DL"},"agent_actions":{"view_html":"https://pith.science/pith/JV36Y4DLHORBVGPSIJGOFWNQ4L","download_json":"https://pith.science/pith/JV36Y4DLHORBVGPSIJGOFWNQ4L.json","view_paper":"https://pith.science/paper/JV36Y4DL","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2412.10967&json=true","fetch_graph":"https://pith.science/api/pith-number/JV36Y4DLHORBVGPSIJGOFWNQ4L/graph.json","fetch_events":"https://pith.science/api/pith-number/JV36Y4DLHORBVGPSIJGOFWNQ4L/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/JV36Y4DLHORBVGPSIJGOFWNQ4L/action/timestamp_anchor","attest_storage":"https://pith.science/pith/JV36Y4DLHORBVGPSIJGOFWNQ4L/action/storage_attestation","attest_author":"https://pith.science/pith/JV36Y4DLHORBVGPSIJGOFWNQ4L/action/author_attestation","sign_citation":"https://pith.science/pith/JV36Y4DLHORBVGPSIJGOFWNQ4L/action/citation_signature","submit_replication":"https://pith.science/pith/JV36Y4DLHORBVGPSIJGOFWNQ4L/action/replication_record"}},"created_at":"2026-07-05T09:50:55.922183+00:00","updated_at":"2026-07-05T09:50:55.922183+00:00"}