{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:IZWFPJIARW2CVOPWD2WNZM23QX","short_pith_number":"pith:IZWFPJIA","canonical_record":{"source":{"id":"2508.07237","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-10T08:33:03Z","cross_cats_sorted":[],"title_canon_sha256":"e239b22bc9b120cee7c1f8f18ae2df4a6824fda6ee0954ce0a3163c964c319a0","abstract_canon_sha256":"3f9c0f6d1e27ba7d7b9216e3a7f859411ee022ad9f1f3427bce348134b536413"},"schema_version":"1.0"},"canonical_sha256":"466c57a5008db42ab9f61eacdcb35b85e75ce61e34dc10103d100f4debc35bcb","source":{"kind":"arxiv","id":"2508.07237","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.07237","created_at":"2026-07-05T11:51:42Z"},{"alias_kind":"arxiv_version","alias_value":"2508.07237v1","created_at":"2026-07-05T11:51:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.07237","created_at":"2026-07-05T11:51:42Z"},{"alias_kind":"pith_short_12","alias_value":"IZWFPJIARW2C","created_at":"2026-07-05T11:51:42Z"},{"alias_kind":"pith_short_16","alias_value":"IZWFPJIARW2CVOPW","created_at":"2026-07-05T11:51:42Z"},{"alias_kind":"pith_short_8","alias_value":"IZWFPJIA","created_at":"2026-07-05T11:51:42Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:IZWFPJIARW2CVOPWD2WNZM23QX","target":"record","payload":{"canonical_record":{"source":{"id":"2508.07237","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-10T08:33:03Z","cross_cats_sorted":[],"title_canon_sha256":"e239b22bc9b120cee7c1f8f18ae2df4a6824fda6ee0954ce0a3163c964c319a0","abstract_canon_sha256":"3f9c0f6d1e27ba7d7b9216e3a7f859411ee022ad9f1f3427bce348134b536413"},"schema_version":"1.0"},"canonical_sha256":"466c57a5008db42ab9f61eacdcb35b85e75ce61e34dc10103d100f4debc35bcb","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:51:42.938034Z","signature_b64":"6Iy0xQvg8VZiSegdb3qzL32jSvwfWNTRMqKH0LMN4CpHzkQjKOeqjec/jbrn8IuqmkYKO9go0kmfWr3n35hjAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"466c57a5008db42ab9f61eacdcb35b85e75ce61e34dc10103d100f4debc35bcb","last_reissued_at":"2026-07-05T11:51:42.937620Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:51:42.937620Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2508.07237","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:51:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+H1kr7ElLd2gbxTP2TAad8UTnr/zyJ3Wmjg7GH8P5GoJv6FWNHqwUSxDP+iRkTRCs2SB5ekBkPXlDvQQ7Q1BDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T08:59:53.918071Z"},"content_sha256":"58666c9a9a9ec2b34fc6d1e47405f3c6a15d2fa57c60c1b2521b202d48163dca","schema_version":"1.0","event_id":"sha256:58666c9a9a9ec2b34fc6d1e47405f3c6a15d2fa57c60c1b2521b202d48163dca"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:IZWFPJIARW2CVOPWD2WNZM23QX","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"ASM-UNet: Adaptive Scan Mamba Integrating Group Commonalities and Individual Variations for Fine-Grained Segmentation","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Bo Wang, Kechen Shu, Mengyuan Xu, Wei Jiang, Wei Ping, Xu Tang, Yue Yan, Yuqun Yang, Zheng You","submitted_at":"2025-08-10T08:33:03Z","abstract_excerpt":"Precise lesion resection depends on accurately identifying fine-grained anatomical structures. While many coarse-grained segmentation (CGS) methods have been successful in large-scale segmentation (e.g., organs), they fall short in clinical scenarios requiring fine-grained segmentation (FGS), which remains challenging due to frequent individual variations in small-scale anatomical structures. Although recent Mamba-based models have advanced medical image segmentation, they often rely on fixed manually-defined scanning orders, which limit their adaptability to individual variations in FGS. To a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.07237","kind":"arxiv","version":1},"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/2508.07237/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":"2026-07-05T11:51:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Oxf+5rt39g1eSCXlzVf1mAoisWEpBjUXhmhh9CHyXwTtTQF90izxnjz1R2BO1vWYdQSo1/IQ9BdGkxfrOMbkBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T08:59:53.918681Z"},"content_sha256":"60276e9b60d1016e62decb3aa95ba5d4470b2f8b06e3cfbcc3cb705adc19b73b","schema_version":"1.0","event_id":"sha256:60276e9b60d1016e62decb3aa95ba5d4470b2f8b06e3cfbcc3cb705adc19b73b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/IZWFPJIARW2CVOPWD2WNZM23QX/bundle.json","state_url":"https://pith.science/pith/IZWFPJIARW2CVOPWD2WNZM23QX/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/IZWFPJIARW2CVOPWD2WNZM23QX/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":"2026-08-06T08:59:53Z","links":{"resolver":"https://pith.science/pith/IZWFPJIARW2CVOPWD2WNZM23QX","bundle":"https://pith.science/pith/IZWFPJIARW2CVOPWD2WNZM23QX/bundle.json","state":"https://pith.science/pith/IZWFPJIARW2CVOPWD2WNZM23QX/state.json","well_known_bundle":"https://pith.science/.well-known/pith/IZWFPJIARW2CVOPWD2WNZM23QX/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:IZWFPJIARW2CVOPWD2WNZM23QX","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":"3f9c0f6d1e27ba7d7b9216e3a7f859411ee022ad9f1f3427bce348134b536413","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-10T08:33:03Z","title_canon_sha256":"e239b22bc9b120cee7c1f8f18ae2df4a6824fda6ee0954ce0a3163c964c319a0"},"schema_version":"1.0","source":{"id":"2508.07237","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.07237","created_at":"2026-07-05T11:51:42Z"},{"alias_kind":"arxiv_version","alias_value":"2508.07237v1","created_at":"2026-07-05T11:51:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.07237","created_at":"2026-07-05T11:51:42Z"},{"alias_kind":"pith_short_12","alias_value":"IZWFPJIARW2C","created_at":"2026-07-05T11:51:42Z"},{"alias_kind":"pith_short_16","alias_value":"IZWFPJIARW2CVOPW","created_at":"2026-07-05T11:51:42Z"},{"alias_kind":"pith_short_8","alias_value":"IZWFPJIA","created_at":"2026-07-05T11:51:42Z"}],"graph_snapshots":[{"event_id":"sha256:60276e9b60d1016e62decb3aa95ba5d4470b2f8b06e3cfbcc3cb705adc19b73b","target":"graph","created_at":"2026-07-05T11:51:42Z","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/2508.07237/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Precise lesion resection depends on accurately identifying fine-grained anatomical structures. While many coarse-grained segmentation (CGS) methods have been successful in large-scale segmentation (e.g., organs), they fall short in clinical scenarios requiring fine-grained segmentation (FGS), which remains challenging due to frequent individual variations in small-scale anatomical structures. Although recent Mamba-based models have advanced medical image segmentation, they often rely on fixed manually-defined scanning orders, which limit their adaptability to individual variations in FGS. To a","authors_text":"Bo Wang, Kechen Shu, Mengyuan Xu, Wei Jiang, Wei Ping, Xu Tang, Yue Yan, Yuqun Yang, Zheng You","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-10T08:33:03Z","title":"ASM-UNet: Adaptive Scan Mamba Integrating Group Commonalities and Individual Variations for Fine-Grained Segmentation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.07237","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":"sha256:58666c9a9a9ec2b34fc6d1e47405f3c6a15d2fa57c60c1b2521b202d48163dca","target":"record","created_at":"2026-07-05T11:51:42Z","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":"3f9c0f6d1e27ba7d7b9216e3a7f859411ee022ad9f1f3427bce348134b536413","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-10T08:33:03Z","title_canon_sha256":"e239b22bc9b120cee7c1f8f18ae2df4a6824fda6ee0954ce0a3163c964c319a0"},"schema_version":"1.0","source":{"id":"2508.07237","kind":"arxiv","version":1}},"canonical_sha256":"466c57a5008db42ab9f61eacdcb35b85e75ce61e34dc10103d100f4debc35bcb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"466c57a5008db42ab9f61eacdcb35b85e75ce61e34dc10103d100f4debc35bcb","first_computed_at":"2026-07-05T11:51:42.937620Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:51:42.937620Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"6Iy0xQvg8VZiSegdb3qzL32jSvwfWNTRMqKH0LMN4CpHzkQjKOeqjec/jbrn8IuqmkYKO9go0kmfWr3n35hjAA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:51:42.938034Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.07237","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:58666c9a9a9ec2b34fc6d1e47405f3c6a15d2fa57c60c1b2521b202d48163dca","sha256:60276e9b60d1016e62decb3aa95ba5d4470b2f8b06e3cfbcc3cb705adc19b73b"],"state_sha256":"9839818dca5c177026ddc58dc7045c339cb8a09204dd9f0c4b730bd2dbb7dae6"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yM+RSqYRNXs0hXW6odt+0rOjy2GrNzQT5hiDbPcuceEncjRnv1FbStL9IipwZQCksQ+rkV8igiNBWX0fgdY9Cw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T08:59:53.922409Z","bundle_sha256":"badf4e914ab538a1a780a7b0a4ca76540bb70f6cfde5e74658ca23f6c22561dc"}}