{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:XPO7CO3MX52LNQQAXY6DFHWPIT","short_pith_number":"pith:XPO7CO3M","canonical_record":{"source":{"id":"2507.17662","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2025-07-23T16:29:46Z","cross_cats_sorted":["cs.CV","cs.LG"],"title_canon_sha256":"b7fcfcb921cc0f77fb5787ec28b812c660f133be6a09569c37f437f40c7e8d33","abstract_canon_sha256":"1f24c176cb373cbbaa5e4e35e0e04e5c45bef8f85dc806cbc9fa4d425f61ecb7"},"schema_version":"1.0"},"canonical_sha256":"bbddf13b6cbf74b6c200be3c329ecf44ce48b8a908d31ca6eb1cb0a4e1698aed","source":{"kind":"arxiv","id":"2507.17662","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.17662","created_at":"2026-07-05T11:42:11Z"},{"alias_kind":"arxiv_version","alias_value":"2507.17662v1","created_at":"2026-07-05T11:42:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.17662","created_at":"2026-07-05T11:42:11Z"},{"alias_kind":"pith_short_12","alias_value":"XPO7CO3MX52L","created_at":"2026-07-05T11:42:11Z"},{"alias_kind":"pith_short_16","alias_value":"XPO7CO3MX52LNQQA","created_at":"2026-07-05T11:42:11Z"},{"alias_kind":"pith_short_8","alias_value":"XPO7CO3M","created_at":"2026-07-05T11:42:11Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:XPO7CO3MX52LNQQAXY6DFHWPIT","target":"record","payload":{"canonical_record":{"source":{"id":"2507.17662","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2025-07-23T16:29:46Z","cross_cats_sorted":["cs.CV","cs.LG"],"title_canon_sha256":"b7fcfcb921cc0f77fb5787ec28b812c660f133be6a09569c37f437f40c7e8d33","abstract_canon_sha256":"1f24c176cb373cbbaa5e4e35e0e04e5c45bef8f85dc806cbc9fa4d425f61ecb7"},"schema_version":"1.0"},"canonical_sha256":"bbddf13b6cbf74b6c200be3c329ecf44ce48b8a908d31ca6eb1cb0a4e1698aed","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:42:11.294092Z","signature_b64":"Q9PXCCGdq6HrGnkNxoeolPOjzSOTk3uF0OvAQi4EydToldzPd7GpMAboPRxb1ggV+0bYt8ozQzBxdkhcAVdBBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bbddf13b6cbf74b6c200be3c329ecf44ce48b8a908d31ca6eb1cb0a4e1698aed","last_reissued_at":"2026-07-05T11:42:11.293621Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:42:11.293621Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2507.17662","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":"2026-07-05T11:42:11Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"JaQoivV0Y1DuGJaccaaHWL0AULJ37gfd8XqYacPSA3E6KpgS3iKjLcLiz1R3Dz3X9aKCYFMRUMOjB0JyLFVhAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T13:51:21.763196Z"},"content_sha256":"1133268051a5df22d36b5e62a3e737d4f0c5fd216f3b76e51a360a39b55aefb7","schema_version":"1.0","event_id":"sha256:1133268051a5df22d36b5e62a3e737d4f0c5fd216f3b76e51a360a39b55aefb7"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:XPO7CO3MX52LNQQAXY6DFHWPIT","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Mammo-Mamba: A Hybrid State-Space and Transformer Architecture with Sequential Mixture of Experts for Multi-View Mammography","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CV","cs.LG"],"primary_cat":"eess.IV","authors_text":"Arash Mohammadi, Farnoush Bayatmakou, Nicole Simone, Reza Taleei","submitted_at":"2025-07-23T16:29:46Z","abstract_excerpt":"Breast cancer (BC) remains one of the leading causes of cancer-related mortality among women, despite recent advances in Computer-Aided Diagnosis (CAD) systems. Accurate and efficient interpretation of multi-view mammograms is essential for early detection, driving a surge of interest in Artificial Intelligence (AI)-powered CAD models. While state-of-the-art multi-view mammogram classification models are largely based on Transformer architectures, their computational complexity scales quadratically with the number of image patches, highlighting the need for more efficient alternatives. To addr"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.17662","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/2507.17662/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":"2026-07-05T11:42:11Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8KIQJUIdvPaRj86FVQJvK/x8jgam7ZfMDebDgr6jA5TdWaC/AxhI6ipj6fS39S41MlIlXWJkFE+yVwfk+kktAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T13:51:21.763692Z"},"content_sha256":"bb36e39ebf5ef5cbff1d46206d3920391ff641322f2a1110affd23fb1064bbda","schema_version":"1.0","event_id":"sha256:bb36e39ebf5ef5cbff1d46206d3920391ff641322f2a1110affd23fb1064bbda"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XPO7CO3MX52LNQQAXY6DFHWPIT/bundle.json","state_url":"https://pith.science/pith/XPO7CO3MX52LNQQAXY6DFHWPIT/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XPO7CO3MX52LNQQAXY6DFHWPIT/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":"2026-08-08T13:51:21Z","links":{"resolver":"https://pith.science/pith/XPO7CO3MX52LNQQAXY6DFHWPIT","bundle":"https://pith.science/pith/XPO7CO3MX52LNQQAXY6DFHWPIT/bundle.json","state":"https://pith.science/pith/XPO7CO3MX52LNQQAXY6DFHWPIT/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XPO7CO3MX52LNQQAXY6DFHWPIT/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:XPO7CO3MX52LNQQAXY6DFHWPIT","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":"1f24c176cb373cbbaa5e4e35e0e04e5c45bef8f85dc806cbc9fa4d425f61ecb7","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2025-07-23T16:29:46Z","title_canon_sha256":"b7fcfcb921cc0f77fb5787ec28b812c660f133be6a09569c37f437f40c7e8d33"},"schema_version":"1.0","source":{"id":"2507.17662","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.17662","created_at":"2026-07-05T11:42:11Z"},{"alias_kind":"arxiv_version","alias_value":"2507.17662v1","created_at":"2026-07-05T11:42:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.17662","created_at":"2026-07-05T11:42:11Z"},{"alias_kind":"pith_short_12","alias_value":"XPO7CO3MX52L","created_at":"2026-07-05T11:42:11Z"},{"alias_kind":"pith_short_16","alias_value":"XPO7CO3MX52LNQQA","created_at":"2026-07-05T11:42:11Z"},{"alias_kind":"pith_short_8","alias_value":"XPO7CO3M","created_at":"2026-07-05T11:42:11Z"}],"graph_snapshots":[{"event_id":"sha256:bb36e39ebf5ef5cbff1d46206d3920391ff641322f2a1110affd23fb1064bbda","target":"graph","created_at":"2026-07-05T11:42:11Z","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/2507.17662/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Breast cancer (BC) remains one of the leading causes of cancer-related mortality among women, despite recent advances in Computer-Aided Diagnosis (CAD) systems. Accurate and efficient interpretation of multi-view mammograms is essential for early detection, driving a surge of interest in Artificial Intelligence (AI)-powered CAD models. While state-of-the-art multi-view mammogram classification models are largely based on Transformer architectures, their computational complexity scales quadratically with the number of image patches, highlighting the need for more efficient alternatives. To addr","authors_text":"Arash Mohammadi, Farnoush Bayatmakou, Nicole Simone, Reza Taleei","cross_cats":["cs.CV","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2025-07-23T16:29:46Z","title":"Mammo-Mamba: A Hybrid State-Space and Transformer Architecture with Sequential Mixture of Experts for Multi-View Mammography"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.17662","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":"sha256:1133268051a5df22d36b5e62a3e737d4f0c5fd216f3b76e51a360a39b55aefb7","target":"record","created_at":"2026-07-05T11:42:11Z","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":"1f24c176cb373cbbaa5e4e35e0e04e5c45bef8f85dc806cbc9fa4d425f61ecb7","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2025-07-23T16:29:46Z","title_canon_sha256":"b7fcfcb921cc0f77fb5787ec28b812c660f133be6a09569c37f437f40c7e8d33"},"schema_version":"1.0","source":{"id":"2507.17662","kind":"arxiv","version":1}},"canonical_sha256":"bbddf13b6cbf74b6c200be3c329ecf44ce48b8a908d31ca6eb1cb0a4e1698aed","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bbddf13b6cbf74b6c200be3c329ecf44ce48b8a908d31ca6eb1cb0a4e1698aed","first_computed_at":"2026-07-05T11:42:11.293621Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:42:11.293621Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Q9PXCCGdq6HrGnkNxoeolPOjzSOTk3uF0OvAQi4EydToldzPd7GpMAboPRxb1ggV+0bYt8ozQzBxdkhcAVdBBw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:42:11.294092Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.17662","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1133268051a5df22d36b5e62a3e737d4f0c5fd216f3b76e51a360a39b55aefb7","sha256:bb36e39ebf5ef5cbff1d46206d3920391ff641322f2a1110affd23fb1064bbda"],"state_sha256":"0caf6eb166f2559bad48bef33b8f91934d430d843fc15aa34bf0d04e8ed02230"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KMoZni7pakNx7zAjs/RO0jqhas3kiG0tOJs9/nknXrdibgzQTRAHZAkJOSwWcydFfgUQ7XR2ohhuHrbjTLzeCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T13:51:21.767420Z","bundle_sha256":"d45eee6735705adb7ccca22ca44942d149554cff3b785bf12fdbdfa3f480fde3"}}