{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:EAT6WHVZEPEZXP4A4ME2XUR3RV","short_pith_number":"pith:EAT6WHVZ","canonical_record":{"source":{"id":"2312.15354","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-12-23T21:33:42Z","cross_cats_sorted":[],"title_canon_sha256":"eca1fcc78cf34693e49540ffcbc7455e9222fdadb00b7d3f9be708f580acda2c","abstract_canon_sha256":"a0f3de8a341c5705ce8712d75a3280dc2863ad9050d2b60bbd684a512e9dfb3b"},"schema_version":"1.0"},"canonical_sha256":"2027eb1eb923c99bbf80e309abd23b8d75a813511372554497c4fc5cdf99d66e","source":{"kind":"arxiv","id":"2312.15354","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.15354","created_at":"2026-07-05T07:27:34Z"},{"alias_kind":"arxiv_version","alias_value":"2312.15354v1","created_at":"2026-07-05T07:27:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.15354","created_at":"2026-07-05T07:27:34Z"},{"alias_kind":"pith_short_12","alias_value":"EAT6WHVZEPEZ","created_at":"2026-07-05T07:27:34Z"},{"alias_kind":"pith_short_16","alias_value":"EAT6WHVZEPEZXP4A","created_at":"2026-07-05T07:27:34Z"},{"alias_kind":"pith_short_8","alias_value":"EAT6WHVZ","created_at":"2026-07-05T07:27:34Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:EAT6WHVZEPEZXP4A4ME2XUR3RV","target":"record","payload":{"canonical_record":{"source":{"id":"2312.15354","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-12-23T21:33:42Z","cross_cats_sorted":[],"title_canon_sha256":"eca1fcc78cf34693e49540ffcbc7455e9222fdadb00b7d3f9be708f580acda2c","abstract_canon_sha256":"a0f3de8a341c5705ce8712d75a3280dc2863ad9050d2b60bbd684a512e9dfb3b"},"schema_version":"1.0"},"canonical_sha256":"2027eb1eb923c99bbf80e309abd23b8d75a813511372554497c4fc5cdf99d66e","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:27:34.007388Z","signature_b64":"0Mq0PJrtLQeSQ5N9aUH8B2hBBhBVImLr2VEuyZOu7InzVBgTi+ug8iVCwQZ3k9CGIhhgAMmiKn6pXVI1QhklAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2027eb1eb923c99bbf80e309abd23b8d75a813511372554497c4fc5cdf99d66e","last_reissued_at":"2026-07-05T07:27:34.006608Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:27:34.006608Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2312.15354","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":"2026-07-05T07:27:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ncPEouNh6cQOHpVI7ZuqsgKoml/ibDHJ66t/s3buTWyrpIdeazNMemyUCgHPl6Fzys8i4G3VDAMEg9xVceL4Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T10:48:43.174596Z"},"content_sha256":"febd17e88d8b2269b19e2e610956eac7ccbc62c33d43f79565493e269d653b6a","schema_version":"1.0","event_id":"sha256:febd17e88d8b2269b19e2e610956eac7ccbc62c33d43f79565493e269d653b6a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:EAT6WHVZEPEZXP4A4ME2XUR3RV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Scout-Net: Prospective Personalized Estimation of CT Organ Doses from Scout Views","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Abdullah-Al-Zubaer Imran, Adam Wang, Bhavik Patel, Debashish Pal, Evan Zucker, Sandeep Dutta, Sen Wang","submitted_at":"2023-12-23T21:33:42Z","abstract_excerpt":"Purpose: Estimation of patient-specific organ doses is required for more comprehensive dose metrics, such as effective dose. Currently, available methods are performed retrospectively using the CT images themselves, which can only be done after the scan. To optimize CT acquisitions before scanning, rapid prediction of patient-specific organ dose is needed prospectively, using available scout images. We, therefore, devise an end-to-end, fully-automated deep learning solution to perform real-time, patient-specific, organ-level dosimetric estimation of CT scans.\n  Approach: We propose the Scout-N"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.15354","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/2312.15354/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":"2026-07-05T07:27:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"EWI8W1Wyjtr+hgrr6Gb/ZKoN59rVXWSsC6l7xg63gvDMMrs/OL/z4nCIdbFIDQ46AWpTY2IrTlZSPAAsceX0Bw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T10:48:43.174963Z"},"content_sha256":"d42d4a9e47fc7074d461694339396896bcc6b143fbdca3051ae7fa92282afe61","schema_version":"1.0","event_id":"sha256:d42d4a9e47fc7074d461694339396896bcc6b143fbdca3051ae7fa92282afe61"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/EAT6WHVZEPEZXP4A4ME2XUR3RV/bundle.json","state_url":"https://pith.science/pith/EAT6WHVZEPEZXP4A4ME2XUR3RV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/EAT6WHVZEPEZXP4A4ME2XUR3RV/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":"2026-07-06T10:48:43Z","links":{"resolver":"https://pith.science/pith/EAT6WHVZEPEZXP4A4ME2XUR3RV","bundle":"https://pith.science/pith/EAT6WHVZEPEZXP4A4ME2XUR3RV/bundle.json","state":"https://pith.science/pith/EAT6WHVZEPEZXP4A4ME2XUR3RV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/EAT6WHVZEPEZXP4A4ME2XUR3RV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:EAT6WHVZEPEZXP4A4ME2XUR3RV","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":"a0f3de8a341c5705ce8712d75a3280dc2863ad9050d2b60bbd684a512e9dfb3b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-12-23T21:33:42Z","title_canon_sha256":"eca1fcc78cf34693e49540ffcbc7455e9222fdadb00b7d3f9be708f580acda2c"},"schema_version":"1.0","source":{"id":"2312.15354","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.15354","created_at":"2026-07-05T07:27:34Z"},{"alias_kind":"arxiv_version","alias_value":"2312.15354v1","created_at":"2026-07-05T07:27:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.15354","created_at":"2026-07-05T07:27:34Z"},{"alias_kind":"pith_short_12","alias_value":"EAT6WHVZEPEZ","created_at":"2026-07-05T07:27:34Z"},{"alias_kind":"pith_short_16","alias_value":"EAT6WHVZEPEZXP4A","created_at":"2026-07-05T07:27:34Z"},{"alias_kind":"pith_short_8","alias_value":"EAT6WHVZ","created_at":"2026-07-05T07:27:34Z"}],"graph_snapshots":[{"event_id":"sha256:d42d4a9e47fc7074d461694339396896bcc6b143fbdca3051ae7fa92282afe61","target":"graph","created_at":"2026-07-05T07:27:34Z","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/2312.15354/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Purpose: Estimation of patient-specific organ doses is required for more comprehensive dose metrics, such as effective dose. Currently, available methods are performed retrospectively using the CT images themselves, which can only be done after the scan. To optimize CT acquisitions before scanning, rapid prediction of patient-specific organ dose is needed prospectively, using available scout images. We, therefore, devise an end-to-end, fully-automated deep learning solution to perform real-time, patient-specific, organ-level dosimetric estimation of CT scans.\n  Approach: We propose the Scout-N","authors_text":"Abdullah-Al-Zubaer Imran, Adam Wang, Bhavik Patel, Debashish Pal, Evan Zucker, Sandeep Dutta, Sen Wang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-12-23T21:33:42Z","title":"Scout-Net: Prospective Personalized Estimation of CT Organ Doses from Scout Views"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.15354","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:febd17e88d8b2269b19e2e610956eac7ccbc62c33d43f79565493e269d653b6a","target":"record","created_at":"2026-07-05T07:27:34Z","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":"a0f3de8a341c5705ce8712d75a3280dc2863ad9050d2b60bbd684a512e9dfb3b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-12-23T21:33:42Z","title_canon_sha256":"eca1fcc78cf34693e49540ffcbc7455e9222fdadb00b7d3f9be708f580acda2c"},"schema_version":"1.0","source":{"id":"2312.15354","kind":"arxiv","version":1}},"canonical_sha256":"2027eb1eb923c99bbf80e309abd23b8d75a813511372554497c4fc5cdf99d66e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2027eb1eb923c99bbf80e309abd23b8d75a813511372554497c4fc5cdf99d66e","first_computed_at":"2026-07-05T07:27:34.006608Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:27:34.006608Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"0Mq0PJrtLQeSQ5N9aUH8B2hBBhBVImLr2VEuyZOu7InzVBgTi+ug8iVCwQZ3k9CGIhhgAMmiKn6pXVI1QhklAw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:27:34.007388Z","signed_message":"canonical_sha256_bytes"},"source_id":"2312.15354","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:febd17e88d8b2269b19e2e610956eac7ccbc62c33d43f79565493e269d653b6a","sha256:d42d4a9e47fc7074d461694339396896bcc6b143fbdca3051ae7fa92282afe61"],"state_sha256":"49c61a23a60c543f1e3bc9c1e4edc0f4537ee8a7ae12feef719bc8021e48d7af"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IMsFeUcGePz4l11u4KM0INTmUGcn8LZ/HqGNuy9gqUBX144IJJMTeYZYQQDIbe8GH8C/yQsv2laJb67Zl0NfAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-06T10:48:43.176982Z","bundle_sha256":"d2a37e6a4ffc604caecaba977151d2b441b535c7865d9b400b9c899d0ba21dae"}}