{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:6QO5625WRRJ6R7CNIIEY22A4TS","short_pith_number":"pith:6QO5625W","canonical_record":{"source":{"id":"2206.08439","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2022-06-16T20:43:26Z","cross_cats_sorted":["cs.CV","cs.LG"],"title_canon_sha256":"5809f259331a9f3d267d868f8bb049fc37329dcb26b58f539820d24b057af7fe","abstract_canon_sha256":"58a326b092bb24d1999baa5cd0f1874ec16f69823a20568d5602b8ecc654cf89"},"schema_version":"1.0"},"canonical_sha256":"f41ddf6bb68c53e8fc4d42098d681c9ca368e72aa7a0aefe5948ae3edae2058e","source":{"kind":"arxiv","id":"2206.08439","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2206.08439","created_at":"2026-07-05T05:12:29Z"},{"alias_kind":"arxiv_version","alias_value":"2206.08439v2","created_at":"2026-07-05T05:12:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2206.08439","created_at":"2026-07-05T05:12:29Z"},{"alias_kind":"pith_short_12","alias_value":"6QO5625WRRJ6","created_at":"2026-07-05T05:12:29Z"},{"alias_kind":"pith_short_16","alias_value":"6QO5625WRRJ6R7CN","created_at":"2026-07-05T05:12:29Z"},{"alias_kind":"pith_short_8","alias_value":"6QO5625W","created_at":"2026-07-05T05:12:29Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:6QO5625WRRJ6R7CNIIEY22A4TS","target":"record","payload":{"canonical_record":{"source":{"id":"2206.08439","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2022-06-16T20:43:26Z","cross_cats_sorted":["cs.CV","cs.LG"],"title_canon_sha256":"5809f259331a9f3d267d868f8bb049fc37329dcb26b58f539820d24b057af7fe","abstract_canon_sha256":"58a326b092bb24d1999baa5cd0f1874ec16f69823a20568d5602b8ecc654cf89"},"schema_version":"1.0"},"canonical_sha256":"f41ddf6bb68c53e8fc4d42098d681c9ca368e72aa7a0aefe5948ae3edae2058e","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:12:29.694610Z","signature_b64":"walr8H7ZaOkdPzJG3U/bY4dXwRsEk9d3BYDtovl/G0m/85rFiFi33pIUoxhAiyLH8rhi+DvONuf4/h1ZXal6Aw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f41ddf6bb68c53e8fc4d42098d681c9ca368e72aa7a0aefe5948ae3edae2058e","last_reissued_at":"2026-07-05T05:12:29.694163Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:12:29.694163Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2206.08439","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T05:12:29Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"F/oKGEzaJVX6fLczCM8BtrF7/SXrGTtPHxXWSlQLTPhath+7yM59rtA4HNLSZqv+lrwPO75sSdlFCC+QMDZkDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T13:54:17.885547Z"},"content_sha256":"67eb755f564351fac30b985a1f93ab7ae46447de8da2a234f1dd6d5ad2f2f4d8","schema_version":"1.0","event_id":"sha256:67eb755f564351fac30b985a1f93ab7ae46447de8da2a234f1dd6d5ad2f2f4d8"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:6QO5625WRRJ6R7CNIIEY22A4TS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CV","cs.LG"],"primary_cat":"eess.IV","authors_text":"Akhil Kondepudi, Asadur Chowdury, Cheng Jiang, Christian W. Freudiger, Daniel A. Orringer, Honglak Lee, Kyle Conway, Sandra Camelo-Piragua, Todd C. Hollon, Xinhai Hou","submitted_at":"2022-06-16T20:43:26Z","abstract_excerpt":"Accurate intraoperative diagnosis is essential for providing safe and effective care during brain tumor surgery. Our standard-of-care diagnostic methods are time, resource, and labor intensive, which restricts access to optimal surgical treatments. To address these limitations, we propose an alternative workflow that combines stimulated Raman histology (SRH), a rapid optical imaging method, with deep learning-based automated interpretation of SRH images for intraoperative brain tumor diagnosis and real-time surgical decision support. Here, we present OpenSRH, the first public dataset of clinic"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2206.08439","kind":"arxiv","version":2},"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/2206.08439/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":"2026-07-05T05:12:29Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"GIyYZh0LhphwWtFXXKutZ76Mb5p5a/o8rf66f51if1CqNTgeCsqv5s32G9b0WR68IJk2noE7B6WlSNu5ZpYCCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T13:54:17.885924Z"},"content_sha256":"e2971dd8026fc88088af6ab7b37cd915d120572d41c5728c327cd0dd5f2e3101","schema_version":"1.0","event_id":"sha256:e2971dd8026fc88088af6ab7b37cd915d120572d41c5728c327cd0dd5f2e3101"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6QO5625WRRJ6R7CNIIEY22A4TS/bundle.json","state_url":"https://pith.science/pith/6QO5625WRRJ6R7CNIIEY22A4TS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6QO5625WRRJ6R7CNIIEY22A4TS/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":"2026-07-07T13:54:17Z","links":{"resolver":"https://pith.science/pith/6QO5625WRRJ6R7CNIIEY22A4TS","bundle":"https://pith.science/pith/6QO5625WRRJ6R7CNIIEY22A4TS/bundle.json","state":"https://pith.science/pith/6QO5625WRRJ6R7CNIIEY22A4TS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6QO5625WRRJ6R7CNIIEY22A4TS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:6QO5625WRRJ6R7CNIIEY22A4TS","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":"58a326b092bb24d1999baa5cd0f1874ec16f69823a20568d5602b8ecc654cf89","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2022-06-16T20:43:26Z","title_canon_sha256":"5809f259331a9f3d267d868f8bb049fc37329dcb26b58f539820d24b057af7fe"},"schema_version":"1.0","source":{"id":"2206.08439","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2206.08439","created_at":"2026-07-05T05:12:29Z"},{"alias_kind":"arxiv_version","alias_value":"2206.08439v2","created_at":"2026-07-05T05:12:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2206.08439","created_at":"2026-07-05T05:12:29Z"},{"alias_kind":"pith_short_12","alias_value":"6QO5625WRRJ6","created_at":"2026-07-05T05:12:29Z"},{"alias_kind":"pith_short_16","alias_value":"6QO5625WRRJ6R7CN","created_at":"2026-07-05T05:12:29Z"},{"alias_kind":"pith_short_8","alias_value":"6QO5625W","created_at":"2026-07-05T05:12:29Z"}],"graph_snapshots":[{"event_id":"sha256:e2971dd8026fc88088af6ab7b37cd915d120572d41c5728c327cd0dd5f2e3101","target":"graph","created_at":"2026-07-05T05:12:29Z","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/2206.08439/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Accurate intraoperative diagnosis is essential for providing safe and effective care during brain tumor surgery. Our standard-of-care diagnostic methods are time, resource, and labor intensive, which restricts access to optimal surgical treatments. To address these limitations, we propose an alternative workflow that combines stimulated Raman histology (SRH), a rapid optical imaging method, with deep learning-based automated interpretation of SRH images for intraoperative brain tumor diagnosis and real-time surgical decision support. Here, we present OpenSRH, the first public dataset of clinic","authors_text":"Akhil Kondepudi, Asadur Chowdury, Cheng Jiang, Christian W. Freudiger, Daniel A. Orringer, Honglak Lee, Kyle Conway, Sandra Camelo-Piragua, Todd C. Hollon, Xinhai Hou","cross_cats":["cs.CV","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2022-06-16T20:43:26Z","title":"OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2206.08439","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":"sha256:67eb755f564351fac30b985a1f93ab7ae46447de8da2a234f1dd6d5ad2f2f4d8","target":"record","created_at":"2026-07-05T05:12:29Z","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":"58a326b092bb24d1999baa5cd0f1874ec16f69823a20568d5602b8ecc654cf89","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2022-06-16T20:43:26Z","title_canon_sha256":"5809f259331a9f3d267d868f8bb049fc37329dcb26b58f539820d24b057af7fe"},"schema_version":"1.0","source":{"id":"2206.08439","kind":"arxiv","version":2}},"canonical_sha256":"f41ddf6bb68c53e8fc4d42098d681c9ca368e72aa7a0aefe5948ae3edae2058e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f41ddf6bb68c53e8fc4d42098d681c9ca368e72aa7a0aefe5948ae3edae2058e","first_computed_at":"2026-07-05T05:12:29.694163Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:12:29.694163Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"walr8H7ZaOkdPzJG3U/bY4dXwRsEk9d3BYDtovl/G0m/85rFiFi33pIUoxhAiyLH8rhi+DvONuf4/h1ZXal6Aw==","signature_status":"signed_v1","signed_at":"2026-07-05T05:12:29.694610Z","signed_message":"canonical_sha256_bytes"},"source_id":"2206.08439","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:67eb755f564351fac30b985a1f93ab7ae46447de8da2a234f1dd6d5ad2f2f4d8","sha256:e2971dd8026fc88088af6ab7b37cd915d120572d41c5728c327cd0dd5f2e3101"],"state_sha256":"25bccd33cbd28ffcedd4eee71e1ec4ba8161b60eb7a5554529ada9581dee2a97"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"u+KfVLZMQ3thD0zjLQxdP3X4wljPdHwypvMXydAhnT7WPd5/Cu9e6CrR81pR+D72D3HlNOnxHBC6rH4Z8SbbBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T13:54:17.887907Z","bundle_sha256":"03a4343d6dd424e009dea368523cb53716b7b0fce64e5529786cf99de8cd9098"}}