{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:ZYFVYT4S24QKMVO6SRXY6AYSWY","short_pith_number":"pith:ZYFVYT4S","canonical_record":{"source":{"id":"2504.18046","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-04-25T03:27:28Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"42a9d829a853dc792167aa728ee2594c326284f6083d93b041f1d9f95621896e","abstract_canon_sha256":"35c12d2bdaac0cc8d2427d22c9b9dd268ebdb56d570952a319b0fd94bcbc8862"},"schema_version":"1.0"},"canonical_sha256":"ce0b5c4f92d720a655de946f8f0312b63cfe33e4fcb29a7d39ec1b67ba9c4b81","source":{"kind":"arxiv","id":"2504.18046","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.18046","created_at":"2026-07-05T12:07:06Z"},{"alias_kind":"arxiv_version","alias_value":"2504.18046v3","created_at":"2026-07-05T12:07:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.18046","created_at":"2026-07-05T12:07:06Z"},{"alias_kind":"pith_short_12","alias_value":"ZYFVYT4S24QK","created_at":"2026-07-05T12:07:06Z"},{"alias_kind":"pith_short_16","alias_value":"ZYFVYT4S24QKMVO6","created_at":"2026-07-05T12:07:06Z"},{"alias_kind":"pith_short_8","alias_value":"ZYFVYT4S","created_at":"2026-07-05T12:07:06Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:ZYFVYT4S24QKMVO6SRXY6AYSWY","target":"record","payload":{"canonical_record":{"source":{"id":"2504.18046","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-04-25T03:27:28Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"42a9d829a853dc792167aa728ee2594c326284f6083d93b041f1d9f95621896e","abstract_canon_sha256":"35c12d2bdaac0cc8d2427d22c9b9dd268ebdb56d570952a319b0fd94bcbc8862"},"schema_version":"1.0"},"canonical_sha256":"ce0b5c4f92d720a655de946f8f0312b63cfe33e4fcb29a7d39ec1b67ba9c4b81","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T12:07:06.413361Z","signature_b64":"en8dTDQ7RTVVOLDuGl92ikM0iG7eoiive7642P5uZPBIA4Sp7LHM+7wh5L4m/fNk1Ybz1eLtfA9dvY1t6nb0Dg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ce0b5c4f92d720a655de946f8f0312b63cfe33e4fcb29a7d39ec1b67ba9c4b81","last_reissued_at":"2026-07-05T12:07:06.412883Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T12:07:06.412883Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2504.18046","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T12:07:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"V/nwyUz1iCqNjcwBKk/lnDstqHTsN2G4CeEIu+f/h4JPWkO0yb8UP/uQ/OTdBiZ1bl3Rllkmt4YPHljhwsFoBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T09:26:17.221202Z"},"content_sha256":"cefa254532200d30863dc93df00e1efd92a92d3c072a9ea2c87f46f322797311","schema_version":"1.0","event_id":"sha256:cefa254532200d30863dc93df00e1efd92a92d3c072a9ea2c87f46f322797311"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:ZYFVYT4S24QKMVO6SRXY6AYSWY","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"DMS-Net:Dual-Modal Multi-Scale Siamese Network for Binocular Fundus Image Classification","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Guohao Huo, Hao Tang, Ruiting Dai, Zibo Lin, Zitong Wang","submitted_at":"2025-04-25T03:27:28Z","abstract_excerpt":"Ophthalmic diseases pose a significant global health burden. However, traditional diagnostic methods and existing monocular image-based deep learning approaches often overlook the pathological correlations between the two eyes. In practical medical robotic diagnostic scenarios, paired retinal images (binocular fundus images) are frequently required as diagnostic evidence. To address this, we propose DMS-Net-a dual-modal multi-scale siamese network for binocular retinal image classification. The framework employs a weight-sharing siamese ResNet-152 architecture to concurrently extract deep sema"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.18046","kind":"arxiv","version":3},"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/2504.18046/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":"2026-07-05T12:07:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"s3t4A4YSOySDf/Pit4xjvI3udJ7Smtmu3UA6pp45kwMMy4zEvM/HwP0XdWFO6xv1/03CaUbHfuXHQXCe5l8zAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T09:26:17.221604Z"},"content_sha256":"20bbbbc9f94f1ee77224625b55f8865387f857d9076d07a1049fc7bf8bc041ca","schema_version":"1.0","event_id":"sha256:20bbbbc9f94f1ee77224625b55f8865387f857d9076d07a1049fc7bf8bc041ca"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ZYFVYT4S24QKMVO6SRXY6AYSWY/bundle.json","state_url":"https://pith.science/pith/ZYFVYT4S24QKMVO6SRXY6AYSWY/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ZYFVYT4S24QKMVO6SRXY6AYSWY/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":"2026-07-07T09:26:17Z","links":{"resolver":"https://pith.science/pith/ZYFVYT4S24QKMVO6SRXY6AYSWY","bundle":"https://pith.science/pith/ZYFVYT4S24QKMVO6SRXY6AYSWY/bundle.json","state":"https://pith.science/pith/ZYFVYT4S24QKMVO6SRXY6AYSWY/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ZYFVYT4S24QKMVO6SRXY6AYSWY/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:ZYFVYT4S24QKMVO6SRXY6AYSWY","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":"35c12d2bdaac0cc8d2427d22c9b9dd268ebdb56d570952a319b0fd94bcbc8862","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-04-25T03:27:28Z","title_canon_sha256":"42a9d829a853dc792167aa728ee2594c326284f6083d93b041f1d9f95621896e"},"schema_version":"1.0","source":{"id":"2504.18046","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.18046","created_at":"2026-07-05T12:07:06Z"},{"alias_kind":"arxiv_version","alias_value":"2504.18046v3","created_at":"2026-07-05T12:07:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.18046","created_at":"2026-07-05T12:07:06Z"},{"alias_kind":"pith_short_12","alias_value":"ZYFVYT4S24QK","created_at":"2026-07-05T12:07:06Z"},{"alias_kind":"pith_short_16","alias_value":"ZYFVYT4S24QKMVO6","created_at":"2026-07-05T12:07:06Z"},{"alias_kind":"pith_short_8","alias_value":"ZYFVYT4S","created_at":"2026-07-05T12:07:06Z"}],"graph_snapshots":[{"event_id":"sha256:20bbbbc9f94f1ee77224625b55f8865387f857d9076d07a1049fc7bf8bc041ca","target":"graph","created_at":"2026-07-05T12:07:06Z","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/2504.18046/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Ophthalmic diseases pose a significant global health burden. However, traditional diagnostic methods and existing monocular image-based deep learning approaches often overlook the pathological correlations between the two eyes. In practical medical robotic diagnostic scenarios, paired retinal images (binocular fundus images) are frequently required as diagnostic evidence. To address this, we propose DMS-Net-a dual-modal multi-scale siamese network for binocular retinal image classification. The framework employs a weight-sharing siamese ResNet-152 architecture to concurrently extract deep sema","authors_text":"Guohao Huo, Hao Tang, Ruiting Dai, Zibo Lin, Zitong Wang","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-04-25T03:27:28Z","title":"DMS-Net:Dual-Modal Multi-Scale Siamese Network for Binocular Fundus Image Classification"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.18046","kind":"arxiv","version":3},"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:cefa254532200d30863dc93df00e1efd92a92d3c072a9ea2c87f46f322797311","target":"record","created_at":"2026-07-05T12:07:06Z","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":"35c12d2bdaac0cc8d2427d22c9b9dd268ebdb56d570952a319b0fd94bcbc8862","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-04-25T03:27:28Z","title_canon_sha256":"42a9d829a853dc792167aa728ee2594c326284f6083d93b041f1d9f95621896e"},"schema_version":"1.0","source":{"id":"2504.18046","kind":"arxiv","version":3}},"canonical_sha256":"ce0b5c4f92d720a655de946f8f0312b63cfe33e4fcb29a7d39ec1b67ba9c4b81","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ce0b5c4f92d720a655de946f8f0312b63cfe33e4fcb29a7d39ec1b67ba9c4b81","first_computed_at":"2026-07-05T12:07:06.412883Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T12:07:06.412883Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"en8dTDQ7RTVVOLDuGl92ikM0iG7eoiive7642P5uZPBIA4Sp7LHM+7wh5L4m/fNk1Ybz1eLtfA9dvY1t6nb0Dg==","signature_status":"signed_v1","signed_at":"2026-07-05T12:07:06.413361Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.18046","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cefa254532200d30863dc93df00e1efd92a92d3c072a9ea2c87f46f322797311","sha256:20bbbbc9f94f1ee77224625b55f8865387f857d9076d07a1049fc7bf8bc041ca"],"state_sha256":"af0c50b2bd5148a17395475b41d8b4846115be3b8fb212ed95f0e68e4d4a8781"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Nzfv39k4JjKexnUID+ojyAxcJLJk5ZUheTvTR7MhblXlK+j74V+7EqkWytaFT1A0dP+y2xlW94oqEFGPno+jAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T09:26:17.223486Z","bundle_sha256":"a32fbff991c347a68229ecc8397476dcce194ad7a6341af3f6197047ca6e2af4"}}