{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:DQYAPZBP3EU3RTGVUJWDEGY3XP","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":"c19c5d4708e48727bcb2a4aa971af3c0c0e211fa15f47ba6d7520baae238938e","cross_cats_sorted":["eess.IV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-07-02T11:08:51Z","title_canon_sha256":"b44bebb12dc1b9b43cb817df89f63975aae4f2f355a4681e6a9656e36ae36d43"},"schema_version":"1.0","source":{"id":"2407.02159","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.02159","created_at":"2026-07-05T08:39:37Z"},{"alias_kind":"arxiv_version","alias_value":"2407.02159v2","created_at":"2026-07-05T08:39:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.02159","created_at":"2026-07-05T08:39:37Z"},{"alias_kind":"pith_short_12","alias_value":"DQYAPZBP3EU3","created_at":"2026-07-05T08:39:37Z"},{"alias_kind":"pith_short_16","alias_value":"DQYAPZBP3EU3RTGV","created_at":"2026-07-05T08:39:37Z"},{"alias_kind":"pith_short_8","alias_value":"DQYAPZBP","created_at":"2026-07-05T08:39:37Z"}],"graph_snapshots":[{"event_id":"sha256:64a624e57a35808e279f2161ab1908363f7f91ad33c62cfa87fb31f922e8c64e","target":"graph","created_at":"2026-07-05T08:39:37Z","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/2407.02159/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Traditional fluorescence staining is phototoxic to live cells, slow, and expensive; thus, the subcellular structure prediction (SSP) from transmitted light (TL) images is emerging as a label-free, faster, low-cost alternative. However, existing approaches utilize 3D networks for one-to-one voxel level dense prediction, which necessitates a frequent and time-consuming Z-axis imaging process. Moreover, 3D convolutions inevitably lead to significant computation and GPU memory overhead. Therefore, we propose an efficient framework, SparseSSP, predicting fluorescent intensities within the target vo","authors_text":"Jintu Zheng, Qizhe Liu, Yi Cao, Yi Ding, Ying Hu, Zenan Wang","cross_cats":["eess.IV"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-07-02T11:08:51Z","title":"SparseSSP: 3D Subcellular Structure Prediction from Sparse-View Transmitted Light Images"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.02159","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":"sha256:63dc4ee2a34e29c1f37b8eff946e0da9421578e3d4eb95900ac04956bfcdce8b","target":"record","created_at":"2026-07-05T08:39:37Z","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":"c19c5d4708e48727bcb2a4aa971af3c0c0e211fa15f47ba6d7520baae238938e","cross_cats_sorted":["eess.IV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-07-02T11:08:51Z","title_canon_sha256":"b44bebb12dc1b9b43cb817df89f63975aae4f2f355a4681e6a9656e36ae36d43"},"schema_version":"1.0","source":{"id":"2407.02159","kind":"arxiv","version":2}},"canonical_sha256":"1c3007e42fd929b8ccd5a26c321b1bbbd0468825a7f9f81477e8349857e75c7d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1c3007e42fd929b8ccd5a26c321b1bbbd0468825a7f9f81477e8349857e75c7d","first_computed_at":"2026-07-05T08:39:37.121335Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:39:37.121335Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7BSdjvSXhanxHaEUjDsY88kafyjGFTTHK9FbR6nnLGROwzahVJqm2s+6m82uHQkvqnc3yy3chPSCfKJrEDE7DQ==","signature_status":"signed_v1","signed_at":"2026-07-05T08:39:37.121754Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.02159","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:63dc4ee2a34e29c1f37b8eff946e0da9421578e3d4eb95900ac04956bfcdce8b","sha256:64a624e57a35808e279f2161ab1908363f7f91ad33c62cfa87fb31f922e8c64e"],"state_sha256":"692797a6d77ad380a51c516f17a92fc09b009904933bd5014d7f47a42105bf1a"}