{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2021:ETPZUNKCK5YLJG5R3BVPY5UJTG","short_pith_number":"pith:ETPZUNKC","canonical_record":{"source":{"id":"2105.14278","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2021-05-29T12:00:39Z","cross_cats_sorted":["cs.CV","eess.SP"],"title_canon_sha256":"7d7f576a1cdeef173cf15378be7415e6d654030d4f5d13452185cfa3fcddd800","abstract_canon_sha256":"070f68631fbcc8262fd934624aedc7ac2adce37a8b4b4995d54607a8e22b184d"},"schema_version":"1.0"},"canonical_sha256":"24df9a35425770b49bb1d86afc768999a3dca25a3feed88a27dfc13123f8b5f5","source":{"kind":"arxiv","id":"2105.14278","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2105.14278","created_at":"2026-07-05T04:54:14Z"},{"alias_kind":"arxiv_version","alias_value":"2105.14278v3","created_at":"2026-07-05T04:54:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2105.14278","created_at":"2026-07-05T04:54:14Z"},{"alias_kind":"pith_short_12","alias_value":"ETPZUNKCK5YL","created_at":"2026-07-05T04:54:14Z"},{"alias_kind":"pith_short_16","alias_value":"ETPZUNKCK5YLJG5R","created_at":"2026-07-05T04:54:14Z"},{"alias_kind":"pith_short_8","alias_value":"ETPZUNKC","created_at":"2026-07-05T04:54:14Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2021:ETPZUNKCK5YLJG5R3BVPY5UJTG","target":"record","payload":{"canonical_record":{"source":{"id":"2105.14278","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2021-05-29T12:00:39Z","cross_cats_sorted":["cs.CV","eess.SP"],"title_canon_sha256":"7d7f576a1cdeef173cf15378be7415e6d654030d4f5d13452185cfa3fcddd800","abstract_canon_sha256":"070f68631fbcc8262fd934624aedc7ac2adce37a8b4b4995d54607a8e22b184d"},"schema_version":"1.0"},"canonical_sha256":"24df9a35425770b49bb1d86afc768999a3dca25a3feed88a27dfc13123f8b5f5","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T04:54:14.503082Z","signature_b64":"rUAejcLnOnupfB9SjIu3O/dx/CiCmnioKQvtX0EWbrHVfTCgCaQiRmmqekAH7S41Db/rOAvy5s1v/F7i4Tp4AQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"24df9a35425770b49bb1d86afc768999a3dca25a3feed88a27dfc13123f8b5f5","last_reissued_at":"2026-07-05T04:54:14.502703Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T04:54:14.502703Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2105.14278","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T04:54:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+A+TpStIJhw161W4HhVI0XsugeXW82TlZAk1f5j5fKbAmWj1SgfhRLqEy3mxZG2czkhB3q6hWvSiYqm4NJt9Bg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T13:59:01.420733Z"},"content_sha256":"848d1044056f38e126707c53810e26c06b336d6154370002066543bcb7fd076c","schema_version":"1.0","event_id":"sha256:848d1044056f38e126707c53810e26c06b336d6154370002066543bcb7fd076c"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2021:ETPZUNKCK5YLJG5R3BVPY5UJTG","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.CV","eess.SP"],"primary_cat":"cs.LG","authors_text":"Abbas Khosravi, Afshin Shoeibi, Javier Ram\\'irez, Juan Manuel Gorriz, Mahboobeh Jafari, Marjane Khodatars, Navid Ghassemi, Parisa Moridian, Roohallah Alizadehsani, Saeid Nahavandi, U. Rajendra Acharya, Yinan Kong","submitted_at":"2021-05-29T12:00:39Z","abstract_excerpt":"Epilepsy is a disorder of the brain denoted by frequent seizures. The symptoms of seizure include confusion, abnormal staring, and rapid, sudden, and uncontrollable hand movements. Epileptic seizure detection methods involve neurological exams, blood tests, neuropsychological tests, and neuroimaging modalities. Among these, neuroimaging modalities have received considerable attention from specialist physicians. One method to facilitate the accurate and fast diagnosis of epileptic seizures is to employ computer-aided diagnosis systems (CADS) based on deep learning (DL) and neuroimaging modaliti"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2105.14278","kind":"arxiv","version":3},"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/2105.14278/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T04:54:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VIM2hLlKjbnyHHI62oKIA+zf9/Xdx7U75QVA2DOasXWXPMwZvHmUvC9+H2KLnBesNnpk8Dl8dWt+gA2LMRsMAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T13:59:01.421641Z"},"content_sha256":"06284a221ddb307e16260c9e3aa1699a761d7dd26ee2a77a36fcaf6f7df2f6a9","schema_version":"1.0","event_id":"sha256:06284a221ddb307e16260c9e3aa1699a761d7dd26ee2a77a36fcaf6f7df2f6a9"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ETPZUNKCK5YLJG5R3BVPY5UJTG/bundle.json","state_url":"https://pith.science/pith/ETPZUNKCK5YLJG5R3BVPY5UJTG/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ETPZUNKCK5YLJG5R3BVPY5UJTG/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-18T13:59:01Z","links":{"resolver":"https://pith.science/pith/ETPZUNKCK5YLJG5R3BVPY5UJTG","bundle":"https://pith.science/pith/ETPZUNKCK5YLJG5R3BVPY5UJTG/bundle.json","state":"https://pith.science/pith/ETPZUNKCK5YLJG5R3BVPY5UJTG/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ETPZUNKCK5YLJG5R3BVPY5UJTG/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:ETPZUNKCK5YLJG5R3BVPY5UJTG","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":"070f68631fbcc8262fd934624aedc7ac2adce37a8b4b4995d54607a8e22b184d","cross_cats_sorted":["cs.CV","eess.SP"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2021-05-29T12:00:39Z","title_canon_sha256":"7d7f576a1cdeef173cf15378be7415e6d654030d4f5d13452185cfa3fcddd800"},"schema_version":"1.0","source":{"id":"2105.14278","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2105.14278","created_at":"2026-07-05T04:54:14Z"},{"alias_kind":"arxiv_version","alias_value":"2105.14278v3","created_at":"2026-07-05T04:54:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2105.14278","created_at":"2026-07-05T04:54:14Z"},{"alias_kind":"pith_short_12","alias_value":"ETPZUNKCK5YL","created_at":"2026-07-05T04:54:14Z"},{"alias_kind":"pith_short_16","alias_value":"ETPZUNKCK5YLJG5R","created_at":"2026-07-05T04:54:14Z"},{"alias_kind":"pith_short_8","alias_value":"ETPZUNKC","created_at":"2026-07-05T04:54:14Z"}],"graph_snapshots":[{"event_id":"sha256:06284a221ddb307e16260c9e3aa1699a761d7dd26ee2a77a36fcaf6f7df2f6a9","target":"graph","created_at":"2026-07-05T04:54:14Z","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/2105.14278/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Epilepsy is a disorder of the brain denoted by frequent seizures. The symptoms of seizure include confusion, abnormal staring, and rapid, sudden, and uncontrollable hand movements. Epileptic seizure detection methods involve neurological exams, blood tests, neuropsychological tests, and neuroimaging modalities. Among these, neuroimaging modalities have received considerable attention from specialist physicians. One method to facilitate the accurate and fast diagnosis of epileptic seizures is to employ computer-aided diagnosis systems (CADS) based on deep learning (DL) and neuroimaging modaliti","authors_text":"Abbas Khosravi, Afshin Shoeibi, Javier Ram\\'irez, Juan Manuel Gorriz, Mahboobeh Jafari, Marjane Khodatars, Navid Ghassemi, Parisa Moridian, Roohallah Alizadehsani, Saeid Nahavandi, U. Rajendra Acharya, Yinan Kong","cross_cats":["cs.CV","eess.SP"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2021-05-29T12:00:39Z","title":"An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2105.14278","kind":"arxiv","version":3},"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":"sha256:848d1044056f38e126707c53810e26c06b336d6154370002066543bcb7fd076c","target":"record","created_at":"2026-07-05T04:54:14Z","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":"070f68631fbcc8262fd934624aedc7ac2adce37a8b4b4995d54607a8e22b184d","cross_cats_sorted":["cs.CV","eess.SP"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2021-05-29T12:00:39Z","title_canon_sha256":"7d7f576a1cdeef173cf15378be7415e6d654030d4f5d13452185cfa3fcddd800"},"schema_version":"1.0","source":{"id":"2105.14278","kind":"arxiv","version":3}},"canonical_sha256":"24df9a35425770b49bb1d86afc768999a3dca25a3feed88a27dfc13123f8b5f5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"24df9a35425770b49bb1d86afc768999a3dca25a3feed88a27dfc13123f8b5f5","first_computed_at":"2026-07-05T04:54:14.502703Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:54:14.502703Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"rUAejcLnOnupfB9SjIu3O/dx/CiCmnioKQvtX0EWbrHVfTCgCaQiRmmqekAH7S41Db/rOAvy5s1v/F7i4Tp4AQ==","signature_status":"signed_v1","signed_at":"2026-07-05T04:54:14.503082Z","signed_message":"canonical_sha256_bytes"},"source_id":"2105.14278","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:848d1044056f38e126707c53810e26c06b336d6154370002066543bcb7fd076c","sha256:06284a221ddb307e16260c9e3aa1699a761d7dd26ee2a77a36fcaf6f7df2f6a9"],"state_sha256":"4b7d225db26756e81be04f293ccef50299031ccd2ffc3027d2b9d444bc28235a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DycjzJugX8ThGswh0gkoGMhaUq1JNROvQ/D/8rJBXtw21vB3uHzM+5GnqdfqAnvWvEtCe5qyD1jLf8+uZWVWCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-18T13:59:01.429706Z","bundle_sha256":"f84532c029e7df44bd3340358aad6d95c65f3302241faa5b10dcf0c30372cf50"}}