{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:5DWSRBBQHYLTKQYEU77RM4ZA6Z","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":"dbae9a35769f6da722aa510546308805eb8560f963531fd706253d1dc6ff7d13","cross_cats_sorted":["eess.SP"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2021-12-31T02:34:39Z","title_canon_sha256":"dbe1cb1eff733ac85b84cdc941b1eb40c529eb503531becd7042bbb097ede897"},"schema_version":"1.0","source":{"id":"2112.15271","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2112.15271","created_at":"2026-07-05T03:44:38Z"},{"alias_kind":"arxiv_version","alias_value":"2112.15271v1","created_at":"2026-07-05T03:44:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2112.15271","created_at":"2026-07-05T03:44:38Z"},{"alias_kind":"pith_short_12","alias_value":"5DWSRBBQHYLT","created_at":"2026-07-05T03:44:38Z"},{"alias_kind":"pith_short_16","alias_value":"5DWSRBBQHYLTKQYE","created_at":"2026-07-05T03:44:38Z"},{"alias_kind":"pith_short_8","alias_value":"5DWSRBBQ","created_at":"2026-07-05T03:44:38Z"}],"graph_snapshots":[{"event_id":"sha256:35f98775802d372e1db238ab0428af735cb00eef430b362cf5ad8817b1ebf75c","target":"graph","created_at":"2026-07-05T03:44:38Z","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/2112.15271/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Objective: The paper focuses on development of robust and accurate processing solutions for continuous and cuff-less blood pressure (BP) monitoring. In this regard, a robust deep learning-based framework is proposed for computation of low latency, continuous, and calibration-free upper and lower bounds on the systolic and diastolic BP. Method: Referred to as the BP-Net, the proposed framework is a novel convolutional architecture that provides longer effective memory while achieving superior performance due to incorporation of casual dialated convolutions and residual connections. To utilize t","authors_text":"Amir Asif, Arash Mohammadi, Elahe Rahimian, Fatemeh Marefat, Pedram Mohseni, Soheil Zabihi","cross_cats":["eess.SP"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2021-12-31T02:34:39Z","title":"BP-Net: Cuff-less, Calibration-free, and Non-invasive Blood Pressure Estimation via a Generic Deep Convolutional Architecture"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2112.15271","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":"sha256:0a4ca5030ecc081db5be200112a44600114b78097b2581fc958f2c6291583ab3","target":"record","created_at":"2026-07-05T03:44:38Z","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":"dbae9a35769f6da722aa510546308805eb8560f963531fd706253d1dc6ff7d13","cross_cats_sorted":["eess.SP"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2021-12-31T02:34:39Z","title_canon_sha256":"dbe1cb1eff733ac85b84cdc941b1eb40c529eb503531becd7042bbb097ede897"},"schema_version":"1.0","source":{"id":"2112.15271","kind":"arxiv","version":1}},"canonical_sha256":"e8ed2884303e17354304a7ff167320f642d815a33634ffaf5f153fa3d948c56e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e8ed2884303e17354304a7ff167320f642d815a33634ffaf5f153fa3d948c56e","first_computed_at":"2026-07-05T03:44:38.140577Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:44:38.140577Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"EZTAl8f9fClLP2c/hkGx5470Z7+GiK2adQIjI0wmkHAcQ6OfvL2kknCZmiVX8lmnsSeWCMYNYsp80XhUs+9DAw==","signature_status":"signed_v1","signed_at":"2026-07-05T03:44:38.140961Z","signed_message":"canonical_sha256_bytes"},"source_id":"2112.15271","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0a4ca5030ecc081db5be200112a44600114b78097b2581fc958f2c6291583ab3","sha256:35f98775802d372e1db238ab0428af735cb00eef430b362cf5ad8817b1ebf75c"],"state_sha256":"47ce962ea1cfb72af9fc5be38fb4719ecd5e6b1c57551063760e0463629533bf"}