{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:ZSGYDJ5WW35B3ZW2ENB4E5EW35","short_pith_number":"pith:ZSGYDJ5W","canonical_record":{"source":{"id":"2310.03106","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.IV","submitted_at":"2023-10-04T18:51:25Z","cross_cats_sorted":["cs.CV","cs.LG"],"title_canon_sha256":"0da2c2a392daf4cde7b1a55e2da12974fb38c7f148b1ee076310b24a97788f09","abstract_canon_sha256":"e1d643ebb3a12551f727033ddf89ff5db2b16b11ea9d8cf4f687498621ca1fc6"},"schema_version":"1.0"},"canonical_sha256":"cc8d81a7b6b6fa1de6da2343c27496df6478ed9647166f48c74bab1fa894b11d","source":{"kind":"arxiv","id":"2310.03106","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.03106","created_at":"2026-07-05T06:57:28Z"},{"alias_kind":"arxiv_version","alias_value":"2310.03106v1","created_at":"2026-07-05T06:57:28Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.03106","created_at":"2026-07-05T06:57:28Z"},{"alias_kind":"pith_short_12","alias_value":"ZSGYDJ5WW35B","created_at":"2026-07-05T06:57:28Z"},{"alias_kind":"pith_short_16","alias_value":"ZSGYDJ5WW35B3ZW2","created_at":"2026-07-05T06:57:28Z"},{"alias_kind":"pith_short_8","alias_value":"ZSGYDJ5W","created_at":"2026-07-05T06:57:28Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:ZSGYDJ5WW35B3ZW2ENB4E5EW35","target":"record","payload":{"canonical_record":{"source":{"id":"2310.03106","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.IV","submitted_at":"2023-10-04T18:51:25Z","cross_cats_sorted":["cs.CV","cs.LG"],"title_canon_sha256":"0da2c2a392daf4cde7b1a55e2da12974fb38c7f148b1ee076310b24a97788f09","abstract_canon_sha256":"e1d643ebb3a12551f727033ddf89ff5db2b16b11ea9d8cf4f687498621ca1fc6"},"schema_version":"1.0"},"canonical_sha256":"cc8d81a7b6b6fa1de6da2343c27496df6478ed9647166f48c74bab1fa894b11d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:57:28.840344Z","signature_b64":"PPzoMMwjZXbrcs5TKfpiUuV0c1z+obnGTin27LF/DzgplQ3iQXN0wDa0OPB9raK3ZH87UyN7tZJX9v9B8bGJBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"cc8d81a7b6b6fa1de6da2343c27496df6478ed9647166f48c74bab1fa894b11d","last_reissued_at":"2026-07-05T06:57:28.839937Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:57:28.839937Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2310.03106","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":"2026-07-05T06:57:28Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ak1976kZ9JIXIOfeBXeBpHih/S0yRJs71EPytzK8nyxT4lY/f7q9K8cjx/Ov7QjKH/qQq5Cfv9yIf0u3LwC4DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T15:35:32.417833Z"},"content_sha256":"a17d9c08acbe5985441be161a4dfdb791eb070c6bbd979b953608577f13c9dea","schema_version":"1.0","event_id":"sha256:a17d9c08acbe5985441be161a4dfdb791eb070c6bbd979b953608577f13c9dea"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:ZSGYDJ5WW35B3ZW2ENB4E5EW35","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Creating an Atlas of Normal Tissue for Pruning WSI Patching Through Anomaly Detection","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.CV","cs.LG"],"primary_cat":"eess.IV","authors_text":"Aaron Mangold, Areej Alsaafin, Dennis Murphree, Ghazal Alabtah, H.R. Tizhoosh, Joaquin J. Garcia, Nneka Comfere, Patricija Zot, Peyman Nejat, Saba Yasir","submitted_at":"2023-10-04T18:51:25Z","abstract_excerpt":"Patching gigapixel whole slide images (WSIs) is an important task in computational pathology. Some methods have been proposed to select a subset of patches as WSI representation for downstream tasks. While most of the computational pathology tasks are designed to classify or detect the presence of pathological lesions in each WSI, the confounding role and redundant nature of normal histology in tissue samples are generally overlooked in WSI representations. In this paper, we propose and validate the concept of an \"atlas of normal tissue\" solely using samples of WSIs obtained from normal tissue"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.03106","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/2310.03106/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":"2026-07-05T06:57:28Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WqLWZq+QfHh122U4pP3nYESoFnTUrj9yx8PQWSu7jgfals/OK90NjTY89MQRJ1B3TaP8zajZr4XpUUsnba/lBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T15:35:32.418802Z"},"content_sha256":"51e840f5226f78531a0d73c016a0e45a91c0b006771f747c5c28c0f1151db77a","schema_version":"1.0","event_id":"sha256:51e840f5226f78531a0d73c016a0e45a91c0b006771f747c5c28c0f1151db77a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ZSGYDJ5WW35B3ZW2ENB4E5EW35/bundle.json","state_url":"https://pith.science/pith/ZSGYDJ5WW35B3ZW2ENB4E5EW35/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ZSGYDJ5WW35B3ZW2ENB4E5EW35/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":"2026-08-03T15:35:32Z","links":{"resolver":"https://pith.science/pith/ZSGYDJ5WW35B3ZW2ENB4E5EW35","bundle":"https://pith.science/pith/ZSGYDJ5WW35B3ZW2ENB4E5EW35/bundle.json","state":"https://pith.science/pith/ZSGYDJ5WW35B3ZW2ENB4E5EW35/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ZSGYDJ5WW35B3ZW2ENB4E5EW35/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:ZSGYDJ5WW35B3ZW2ENB4E5EW35","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":"e1d643ebb3a12551f727033ddf89ff5db2b16b11ea9d8cf4f687498621ca1fc6","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.IV","submitted_at":"2023-10-04T18:51:25Z","title_canon_sha256":"0da2c2a392daf4cde7b1a55e2da12974fb38c7f148b1ee076310b24a97788f09"},"schema_version":"1.0","source":{"id":"2310.03106","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.03106","created_at":"2026-07-05T06:57:28Z"},{"alias_kind":"arxiv_version","alias_value":"2310.03106v1","created_at":"2026-07-05T06:57:28Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.03106","created_at":"2026-07-05T06:57:28Z"},{"alias_kind":"pith_short_12","alias_value":"ZSGYDJ5WW35B","created_at":"2026-07-05T06:57:28Z"},{"alias_kind":"pith_short_16","alias_value":"ZSGYDJ5WW35B3ZW2","created_at":"2026-07-05T06:57:28Z"},{"alias_kind":"pith_short_8","alias_value":"ZSGYDJ5W","created_at":"2026-07-05T06:57:28Z"}],"graph_snapshots":[{"event_id":"sha256:51e840f5226f78531a0d73c016a0e45a91c0b006771f747c5c28c0f1151db77a","target":"graph","created_at":"2026-07-05T06:57:28Z","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/2310.03106/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Patching gigapixel whole slide images (WSIs) is an important task in computational pathology. Some methods have been proposed to select a subset of patches as WSI representation for downstream tasks. While most of the computational pathology tasks are designed to classify or detect the presence of pathological lesions in each WSI, the confounding role and redundant nature of normal histology in tissue samples are generally overlooked in WSI representations. In this paper, we propose and validate the concept of an \"atlas of normal tissue\" solely using samples of WSIs obtained from normal tissue","authors_text":"Aaron Mangold, Areej Alsaafin, Dennis Murphree, Ghazal Alabtah, H.R. Tizhoosh, Joaquin J. Garcia, Nneka Comfere, Patricija Zot, Peyman Nejat, Saba Yasir","cross_cats":["cs.CV","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.IV","submitted_at":"2023-10-04T18:51:25Z","title":"Creating an Atlas of Normal Tissue for Pruning WSI Patching Through Anomaly Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.03106","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:a17d9c08acbe5985441be161a4dfdb791eb070c6bbd979b953608577f13c9dea","target":"record","created_at":"2026-07-05T06:57:28Z","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":"e1d643ebb3a12551f727033ddf89ff5db2b16b11ea9d8cf4f687498621ca1fc6","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.IV","submitted_at":"2023-10-04T18:51:25Z","title_canon_sha256":"0da2c2a392daf4cde7b1a55e2da12974fb38c7f148b1ee076310b24a97788f09"},"schema_version":"1.0","source":{"id":"2310.03106","kind":"arxiv","version":1}},"canonical_sha256":"cc8d81a7b6b6fa1de6da2343c27496df6478ed9647166f48c74bab1fa894b11d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cc8d81a7b6b6fa1de6da2343c27496df6478ed9647166f48c74bab1fa894b11d","first_computed_at":"2026-07-05T06:57:28.839937Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:57:28.839937Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PPzoMMwjZXbrcs5TKfpiUuV0c1z+obnGTin27LF/DzgplQ3iQXN0wDa0OPB9raK3ZH87UyN7tZJX9v9B8bGJBg==","signature_status":"signed_v1","signed_at":"2026-07-05T06:57:28.840344Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.03106","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a17d9c08acbe5985441be161a4dfdb791eb070c6bbd979b953608577f13c9dea","sha256:51e840f5226f78531a0d73c016a0e45a91c0b006771f747c5c28c0f1151db77a"],"state_sha256":"0d048bd924fdcd29a30c10addc5d43a22e2976cca13c66f91ea7ac47bc9b84a9"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"86UezaxGFro95+DLA7lpDNqDrg+quAPKrmXR9/v8IGLcmimXbCdq+kKNLF/+2Lq7DqbEjkQE3N6OFpNl33nhBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-03T15:35:32.426274Z","bundle_sha256":"18b03fcb0a4034cde261181bf62ccd5432215affed9966269180fd7e44b56295"}}