{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:Z63ODEO2AIFTRGEOSWVTZYD2SE","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":"8a84973d50904034aab5c00cedfd64db359fd98c9dabeed9b685ae0dd10d3c33","cross_cats_sorted":["cs.CV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2019-08-25T10:43:55Z","title_canon_sha256":"606b2cd872c28ae1dfdcd1500845d620f4b2fd7d4737fa4d0c925cfd594fb5c2"},"schema_version":"1.0","source":{"id":"1908.09298","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1908.09298","created_at":"2026-07-05T00:00:16Z"},{"alias_kind":"arxiv_version","alias_value":"1908.09298v2","created_at":"2026-07-05T00:00:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1908.09298","created_at":"2026-07-05T00:00:16Z"},{"alias_kind":"pith_short_12","alias_value":"Z63ODEO2AIFT","created_at":"2026-07-05T00:00:16Z"},{"alias_kind":"pith_short_16","alias_value":"Z63ODEO2AIFTRGEO","created_at":"2026-07-05T00:00:16Z"},{"alias_kind":"pith_short_8","alias_value":"Z63ODEO2","created_at":"2026-07-05T00:00:16Z"}],"graph_snapshots":[{"event_id":"sha256:4d47d72607b9f85c454cad12e7827644e206f27590641da25e66b6f7421f0935","target":"graph","created_at":"2026-07-05T00:00:16Z","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/1908.09298/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Analysis and modeling of the ventricles and myocardium are important in the diagnostic and treatment of heart diseases. Manual delineation of those tissues in cardiac MR (CMR) scans is laborious and time-consuming. The ambiguity of the boundaries makes the segmentation task rather challenging. Furthermore, the annotations on some modalities such as Late Gadolinium Enhancement (LGE) MRI, are often not available. We propose an end-to-end segmentation framework based on convolutional neural network (CNN) and adversarial learning. A dilated residual U-shape network is used as a segmentor to genera","authors_text":"Bjoern Menze, Hongwei Li, Jianguo Zhang, Jingkun Chen","cross_cats":["cs.CV"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2019-08-25T10:43:55Z","title":"Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-Sequence Cardiac MR Images Segmentation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1908.09298","kind":"arxiv","version":2},"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":"sha256:9868b97f00a193847c0e91de88c73e6402ea344fb2ae61b8f7d27633a697621c","target":"record","created_at":"2026-07-05T00:00:16Z","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":"8a84973d50904034aab5c00cedfd64db359fd98c9dabeed9b685ae0dd10d3c33","cross_cats_sorted":["cs.CV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2019-08-25T10:43:55Z","title_canon_sha256":"606b2cd872c28ae1dfdcd1500845d620f4b2fd7d4737fa4d0c925cfd594fb5c2"},"schema_version":"1.0","source":{"id":"1908.09298","kind":"arxiv","version":2}},"canonical_sha256":"cfb6e191da020b38988e95ab3ce07a9126afbc24ad8a3da00e02bcaabaaf8875","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cfb6e191da020b38988e95ab3ce07a9126afbc24ad8a3da00e02bcaabaaf8875","first_computed_at":"2026-07-05T00:00:16.342184Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T00:00:16.342184Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"BpWVRWdYinjRmFAWvL/pnz/1biyNRkRMyL7v4Pmb9xx9YS696/jYrJQvlsJXHAYP7dv9luGI4Bh8PkI6endPCg==","signature_status":"signed_v1","signed_at":"2026-07-05T00:00:16.342637Z","signed_message":"canonical_sha256_bytes"},"source_id":"1908.09298","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9868b97f00a193847c0e91de88c73e6402ea344fb2ae61b8f7d27633a697621c","sha256:4d47d72607b9f85c454cad12e7827644e206f27590641da25e66b6f7421f0935"],"state_sha256":"82d770d86764999f7f6b92ea10fa57f6ca3f29d9d2a2dc2643682deecbc3adc8"}