{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:2LHY5256RWVS53TQMWVF7P4ZXT","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":"e4a4b434dcfba4e9805cefc8634e4b2f659a1a5c38232f7b8d1d950a7ef9a7ca","cross_cats_sorted":["cs.AI","cs.CV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-05-21T06:44:40Z","title_canon_sha256":"225448247313249166deb8348c546422472beba90b3cfaa6ca780d838f1c126f"},"schema_version":"1.0","source":{"id":"2405.13082","kind":"arxiv","version":5}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.13082","created_at":"2026-07-05T10:10:23Z"},{"alias_kind":"arxiv_version","alias_value":"2405.13082v5","created_at":"2026-07-05T10:10:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.13082","created_at":"2026-07-05T10:10:23Z"},{"alias_kind":"pith_short_12","alias_value":"2LHY5256RWVS","created_at":"2026-07-05T10:10:23Z"},{"alias_kind":"pith_short_16","alias_value":"2LHY5256RWVS53TQ","created_at":"2026-07-05T10:10:23Z"},{"alias_kind":"pith_short_8","alias_value":"2LHY5256","created_at":"2026-07-05T10:10:23Z"}],"graph_snapshots":[{"event_id":"sha256:d42823b24c3def63770d239bb98f5e3efebb834e5a2422f692dbdb9bfd856a56","target":"graph","created_at":"2026-07-05T10:10:23Z","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/2405.13082/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent years have witnessed an increasing global population affected by neurodegenerative diseases (NDs), which traditionally require extensive healthcare resources and human effort for medical diagnosis and monitoring. As a crucial disease-related motor symptom, human gait can be exploited to characterize different NDs. The current advances in artificial intelligence (AI) models enable automatic gait analysis for NDs identification and classification, opening a new avenue to facilitate faster and more cost-effective diagnosis of NDs. In this paper, we provide a comprehensive survey on recent ","authors_text":"Chunyan Miao, Haocong Rao, Minlin Zeng, Xuejiao Zhao","cross_cats":["cs.AI","cs.CV"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-05-21T06:44:40Z","title":"A Survey of Artificial Intelligence in Gait-Based Neurodegenerative Disease Diagnosis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.13082","kind":"arxiv","version":5},"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:bbaae16a1d92864af7ef563aafd5f5933d954b423cc91517463a1ee1f45ea44d","target":"record","created_at":"2026-07-05T10:10:23Z","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":"e4a4b434dcfba4e9805cefc8634e4b2f659a1a5c38232f7b8d1d950a7ef9a7ca","cross_cats_sorted":["cs.AI","cs.CV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-05-21T06:44:40Z","title_canon_sha256":"225448247313249166deb8348c546422472beba90b3cfaa6ca780d838f1c126f"},"schema_version":"1.0","source":{"id":"2405.13082","kind":"arxiv","version":5}},"canonical_sha256":"d2cf8eebbe8dab2eee7065aa5fbf99bcd1b34ae40f50b07bcc504fc5b4f18186","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d2cf8eebbe8dab2eee7065aa5fbf99bcd1b34ae40f50b07bcc504fc5b4f18186","first_computed_at":"2026-07-05T10:10:23.336764Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:10:23.336764Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"alcVJNYMkg0qw6d4I85AVU+ffY2C9eafVvAwUdXy62N+J+naV9S/ghLDlpFOKi+HUNDE0sUfo7zNlDLvf5SpBg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:10:23.337274Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.13082","source_kind":"arxiv","source_version":5}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bbaae16a1d92864af7ef563aafd5f5933d954b423cc91517463a1ee1f45ea44d","sha256:d42823b24c3def63770d239bb98f5e3efebb834e5a2422f692dbdb9bfd856a56"],"state_sha256":"dd486bc755f7474301fbc78e928ea49f80a2b0c9f1bd67a2ac05e9fa3151dcce"}