{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:D5PDM4XUGJXHWREBMCTLYH373A","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":"1557d1fd54ea5f1fa3d5c1d3e07298e96c546d11d6fbc56ae52cc3c471595d8d","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2019-02-01T17:38:17Z","title_canon_sha256":"9a3eb713c80fa56d6a0aa4d25e0d0fe0d5b0fb2086b97bd31eb33559ad33642f"},"schema_version":"1.0","source":{"id":"1902.00469","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1902.00469","created_at":"2026-05-17T23:54:57Z"},{"alias_kind":"arxiv_version","alias_value":"1902.00469v1","created_at":"2026-05-17T23:54:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1902.00469","created_at":"2026-05-17T23:54:57Z"},{"alias_kind":"pith_short_12","alias_value":"D5PDM4XUGJXH","created_at":"2026-05-18T12:33:15Z"},{"alias_kind":"pith_short_16","alias_value":"D5PDM4XUGJXHWREB","created_at":"2026-05-18T12:33:15Z"},{"alias_kind":"pith_short_8","alias_value":"D5PDM4XU","created_at":"2026-05-18T12:33:15Z"}],"graph_snapshots":[{"event_id":"sha256:bcf447cf620e25082d35fc4f605ae5244d963acbc805bdf47972e85a88ee1355","target":"graph","created_at":"2026-05-17T23:54:57Z","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":"Computational simulation of ultrasound (US) echography is essential for training sonographers. Realistic simulation of US interaction with microscopic tissue structures is often modeled by a tissue representation in the form of point scatterers, convolved with a spatially varying point spread function. This yields a realistic US B-mode speckle texture, given that a scatterer representation for a particular tissue type is readily available. This is often not the case and scatterers are nontrivial to determine. In this work we propose to estimate scatterer maps from sample US B-mode images of a ","authors_text":"Andrawes Al Bahou, Christine Tanner, Orcun Goksel","cross_cats":["cs.CV","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2019-02-01T17:38:17Z","title":"SCATGAN for Reconstruction of Ultrasound Scatterers Using Generative Adversarial Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1902.00469","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":"sha256:9d50f1a29613d96e2acb269cceb7c8a501b3ed379c7975360eff6ecac624212a","target":"record","created_at":"2026-05-17T23:54:57Z","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":"1557d1fd54ea5f1fa3d5c1d3e07298e96c546d11d6fbc56ae52cc3c471595d8d","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2019-02-01T17:38:17Z","title_canon_sha256":"9a3eb713c80fa56d6a0aa4d25e0d0fe0d5b0fb2086b97bd31eb33559ad33642f"},"schema_version":"1.0","source":{"id":"1902.00469","kind":"arxiv","version":1}},"canonical_sha256":"1f5e3672f4326e7b448160a6bc1f7fd82841dacf822ead44bddd1eae39ba2546","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1f5e3672f4326e7b448160a6bc1f7fd82841dacf822ead44bddd1eae39ba2546","first_computed_at":"2026-05-17T23:54:57.407002Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:54:57.407002Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"egPH4iBIkqTZYnqUaUE3i4r2E3MM3vmGkIBNki7cGLasdiyRyW2L07JIh0b3UT72HvpMAgpC/Q99bh994N9TBQ==","signature_status":"signed_v1","signed_at":"2026-05-17T23:54:57.407594Z","signed_message":"canonical_sha256_bytes"},"source_id":"1902.00469","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9d50f1a29613d96e2acb269cceb7c8a501b3ed379c7975360eff6ecac624212a","sha256:bcf447cf620e25082d35fc4f605ae5244d963acbc805bdf47972e85a88ee1355"],"state_sha256":"62bd76ecf82ea0ddae621ca6cb90afbd75ac0c2686eac3edd497b394381b0383"}