{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:LSG6CY2C5HCQASBJRDOBRBOIHB","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":"d4a755abb1010ae43ceb9ae82957885c624148aecb0f8c872ab538f86f8e2d18","cross_cats_sorted":["cs.CV","cs.LG","q-bio.NC"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.IV","submitted_at":"2024-11-07T21:24:54Z","title_canon_sha256":"e7688b41e2ffc18207e2a6bc7a90c589b61d2acef61598b7bf1ea7db23051b13"},"schema_version":"1.0","source":{"id":"2411.05188","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.05188","created_at":"2026-07-05T09:32:55Z"},{"alias_kind":"arxiv_version","alias_value":"2411.05188v1","created_at":"2026-07-05T09:32:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.05188","created_at":"2026-07-05T09:32:55Z"},{"alias_kind":"pith_short_12","alias_value":"LSG6CY2C5HCQ","created_at":"2026-07-05T09:32:55Z"},{"alias_kind":"pith_short_16","alias_value":"LSG6CY2C5HCQASBJ","created_at":"2026-07-05T09:32:55Z"},{"alias_kind":"pith_short_8","alias_value":"LSG6CY2C","created_at":"2026-07-05T09:32:55Z"}],"graph_snapshots":[{"event_id":"sha256:7bc5a03e507dfafdbc6e40231a4b0c6891442d6170217f839dff8fc7023f3272","target":"graph","created_at":"2026-07-05T09:32:55Z","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/2411.05188/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Hypoxic-Ischemic Encephalopathy (HIE) affects 1 to 5 out of every 1,000 newborns, with 30% to 50% of cases resulting in adverse neurocognitive outcomes. However, these outcomes can only be reliably assessed as early as age 2. Therefore, early and accurate prediction of HIE-related neurocognitive outcomes using deep learning models is critical for improving clinical decision-making, guiding treatment decisions and assessing novel therapies. However, a major challenge in developing deep learning models for this purpose is the scarcity of large, annotated HIE datasets. We have assembled the first","authors_text":"Ellen Grant, Rina Bao, Sheng He, Yangming Ou","cross_cats":["cs.CV","cs.LG","q-bio.NC"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.IV","submitted_at":"2024-11-07T21:24:54Z","title":"AGE2HIE: Transfer Learning from Brain Age to Predicting Neurocognitive Outcome for Infant Brain Injury"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.05188","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":"sha256:3ee43d313e38d280c987feb496873fd1257cb0c3b4c832a6791554739355087d","target":"record","created_at":"2026-07-05T09:32:55Z","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":"d4a755abb1010ae43ceb9ae82957885c624148aecb0f8c872ab538f86f8e2d18","cross_cats_sorted":["cs.CV","cs.LG","q-bio.NC"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.IV","submitted_at":"2024-11-07T21:24:54Z","title_canon_sha256":"e7688b41e2ffc18207e2a6bc7a90c589b61d2acef61598b7bf1ea7db23051b13"},"schema_version":"1.0","source":{"id":"2411.05188","kind":"arxiv","version":1}},"canonical_sha256":"5c8de16342e9c500482988dc1885c83876f924e79686548fc940e5ea04f10ad4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5c8de16342e9c500482988dc1885c83876f924e79686548fc940e5ea04f10ad4","first_computed_at":"2026-07-05T09:32:55.581659Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:32:55.581659Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Sn040Pk8mC4XsNmM2avRe+KuzMRmapHXcCVGIolkEAZ/8KGDoTCdoUmx3tyYloArpXLVOEF1pmKWvwwAnuTNAg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:32:55.582160Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.05188","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3ee43d313e38d280c987feb496873fd1257cb0c3b4c832a6791554739355087d","sha256:7bc5a03e507dfafdbc6e40231a4b0c6891442d6170217f839dff8fc7023f3272"],"state_sha256":"12c7c7a574fbdd9ed3239eb2d002cc62be6a874a85d566fd9b2977ef26726b13"}