{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:37O7OATQ3F44542ZZOCAP4HKEX","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":"7bcfa3afb117699363459b61ceb48d1ec38626b9267c4a24d9821b56c21ad7a3","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-11-26T14:50:06Z","title_canon_sha256":"13121f8101bdb06b83742f2e5dfc7473412d8922bbccce5b7096c40e79184aea"},"schema_version":"1.0","source":{"id":"1811.10415","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1811.10415","created_at":"2026-05-17T23:59:56Z"},{"alias_kind":"arxiv_version","alias_value":"1811.10415v1","created_at":"2026-05-17T23:59:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1811.10415","created_at":"2026-05-17T23:59:56Z"},{"alias_kind":"pith_short_12","alias_value":"37O7OATQ3F44","created_at":"2026-05-18T12:32:02Z"},{"alias_kind":"pith_short_16","alias_value":"37O7OATQ3F44542Z","created_at":"2026-05-18T12:32:02Z"},{"alias_kind":"pith_short_8","alias_value":"37O7OATQ","created_at":"2026-05-18T12:32:02Z"}],"graph_snapshots":[{"event_id":"sha256:c62ba608acf7920af40b413ae0e244cf6ebc425ffa77e74401524d95f98fdee3","target":"graph","created_at":"2026-05-17T23:59:56Z","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":"Deep brain stimulation (DBS) has the potential to improve the quality of life of people with a variety of neurological diseases. A key challenge in DBS is in the placement of a stimulation electrode in the anatomical location that maximizes efficacy and minimizes side effects. Pre-operative localization of the optimal stimulation zone can reduce surgical times and morbidity. Current methods of producing efficacy probability maps follow an anatomical guidance on magnetic resonance imaging (MRI) to identify the areas with the highest efficacy in a population. In this work, we propose to revisit ","authors_text":"Allison E. Hainline, Bennett A. Landman, Benoit M. Dawant, Camilo Bermudez, Peter E. Konrad, Pierre D. DHaese, Robert Shults, Rui Li, William Rodriguez, Yuankai Huo","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-11-26T14:50:06Z","title":"Towards Machine Learning Prediction of Deep Brain Stimulation (DBS) Intra-operative Efficacy Maps"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1811.10415","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:f53d62fd8f8581da5952cf5cf80e2aa8b41d40e8d75c766f36fc3b1a3fd0a47e","target":"record","created_at":"2026-05-17T23:59:56Z","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":"7bcfa3afb117699363459b61ceb48d1ec38626b9267c4a24d9821b56c21ad7a3","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-11-26T14:50:06Z","title_canon_sha256":"13121f8101bdb06b83742f2e5dfc7473412d8922bbccce5b7096c40e79184aea"},"schema_version":"1.0","source":{"id":"1811.10415","kind":"arxiv","version":1}},"canonical_sha256":"dfddf70270d979cef359cb8407f0ea25cc023a54b41dc325d3a34fab520ed07d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dfddf70270d979cef359cb8407f0ea25cc023a54b41dc325d3a34fab520ed07d","first_computed_at":"2026-05-17T23:59:56.517301Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:59:56.517301Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"vXSVh8BOBj/oXT/sjTVJEvOaXEyfbs51Y8GYSuBjBC9QatUgKBE8VbhcjjPR7oFnvrqEpVGsl+BbYILfRkTEDQ==","signature_status":"signed_v1","signed_at":"2026-05-17T23:59:56.517861Z","signed_message":"canonical_sha256_bytes"},"source_id":"1811.10415","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f53d62fd8f8581da5952cf5cf80e2aa8b41d40e8d75c766f36fc3b1a3fd0a47e","sha256:c62ba608acf7920af40b413ae0e244cf6ebc425ffa77e74401524d95f98fdee3"],"state_sha256":"422cf16cb81c230b4f312c152fec3f2472cb62ea7ee8861e30036ed99cc361f4"}