{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:NBYTVC4IMN4N7AMAGRCN2SFKC3","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":"6b82b19d4478e2af7c372462e49f830855033273237d3a6b877899e6e92fbf70","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-04-15T09:28:53Z","title_canon_sha256":"cd6c85a07b208654c84ab5c8d9e6bffa26710ddb1867c951bf312798f138ad74"},"schema_version":"1.0","source":{"id":"2504.11008","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.11008","created_at":"2026-07-05T10:52:59Z"},{"alias_kind":"arxiv_version","alias_value":"2504.11008v2","created_at":"2026-07-05T10:52:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.11008","created_at":"2026-07-05T10:52:59Z"},{"alias_kind":"pith_short_12","alias_value":"NBYTVC4IMN4N","created_at":"2026-07-05T10:52:59Z"},{"alias_kind":"pith_short_16","alias_value":"NBYTVC4IMN4N7AMA","created_at":"2026-07-05T10:52:59Z"},{"alias_kind":"pith_short_8","alias_value":"NBYTVC4I","created_at":"2026-07-05T10:52:59Z"}],"graph_snapshots":[{"event_id":"sha256:fa0f46f6fc13c35c77dad02170e900ffd7e4cb9f0432d8f45c0aef0eb81dd0ef","target":"graph","created_at":"2026-07-05T10:52:59Z","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/2504.11008/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Despite remarkable advancements in pixel-level medical image perception, existing methods are either limited to specific tasks or heavily rely on accurate bounding boxes or text labels as input prompts. However, the medical knowledge required for input is a huge obstacle for general public, which greatly reduces the universality of these methods. Compared with these domain-specialized auxiliary information, general users tend to rely on oral queries that require logical reasoning. In this paper, we introduce a novel medical vision task: Medical Reasoning Segmentation and Detection (MedSD), whi","authors_text":"Jun Liu, Qinyue Tong, Yangming Zheng, Zheming Lu, Ziqian Lu","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-04-15T09:28:53Z","title":"MediSee: Reasoning-based Pixel-level Perception in Medical Images"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.11008","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":"sha256:45507f8a4b22f4331d5c798685cf9c2def8f5b6befa6745c4b61ecf9847192a0","target":"record","created_at":"2026-07-05T10:52:59Z","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":"6b82b19d4478e2af7c372462e49f830855033273237d3a6b877899e6e92fbf70","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-04-15T09:28:53Z","title_canon_sha256":"cd6c85a07b208654c84ab5c8d9e6bffa26710ddb1867c951bf312798f138ad74"},"schema_version":"1.0","source":{"id":"2504.11008","kind":"arxiv","version":2}},"canonical_sha256":"68713a8b886378df81803444dd48aa16d4c61748ac40db0103310a63140f2acf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"68713a8b886378df81803444dd48aa16d4c61748ac40db0103310a63140f2acf","first_computed_at":"2026-07-05T10:52:59.443579Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:52:59.443579Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"TKk3wq0S+g85mejrwCooErfrfx04qcmZCXHYdI1ZQMc/fPtPhfv8F6PylDc8bIjPL15tcgLKNt3HVfldGj66Cg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:52:59.444053Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.11008","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:45507f8a4b22f4331d5c798685cf9c2def8f5b6befa6745c4b61ecf9847192a0","sha256:fa0f46f6fc13c35c77dad02170e900ffd7e4cb9f0432d8f45c0aef0eb81dd0ef"],"state_sha256":"83a877817150d3ff21afa913a5ca6354f02fc7dd4aea4e0d503aee4188307a03"}