{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:ZITSLSXY3X6SKZHF3WRUAHA4KA","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":"6a283f69ba206561c6e66762c7906bb44e7f1b662adc7a70196196a5d0efea52","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-21T10:05:22Z","title_canon_sha256":"9815b9964b0f9193cd179aea5ae6a309e66c711977dd5722f3bc518a470af4d1"},"schema_version":"1.0","source":{"id":"2408.11493","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.11493","created_at":"2026-07-05T08:57:44Z"},{"alias_kind":"arxiv_version","alias_value":"2408.11493v1","created_at":"2026-07-05T08:57:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.11493","created_at":"2026-07-05T08:57:44Z"},{"alias_kind":"pith_short_12","alias_value":"ZITSLSXY3X6S","created_at":"2026-07-05T08:57:44Z"},{"alias_kind":"pith_short_16","alias_value":"ZITSLSXY3X6SKZHF","created_at":"2026-07-05T08:57:44Z"},{"alias_kind":"pith_short_8","alias_value":"ZITSLSXY","created_at":"2026-07-05T08:57:44Z"}],"graph_snapshots":[{"event_id":"sha256:e67e0a9b7f58c6aad0243b0c444d7b3db350cca72196325e78d25838816cf7ae","target":"graph","created_at":"2026-07-05T08:57:44Z","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/2408.11493/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This study explores the concept of cross-disease transferability (XDT) in medical imaging, focusing on the potential of binary classifiers trained on one disease to perform zero-shot classification on another disease affecting the same organ. Utilizing chest X-rays (CXR) as the primary modality, we investigate whether a model trained on one pulmonary disease can make predictions about another novel pulmonary disease, a scenario with significant implications for medical settings with limited data on emerging diseases. The XDT framework leverages the embedding space of a vision encoder, which, t","authors_text":"Abhishek Basu, Aniq Ur Rahman, Muhammad Uzair Khattak, Umaima Rahman","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-21T10:05:22Z","title":"XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.11493","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":"sha256:9b52c3bf016057229409da349d97c184c2a4d3c64d316690207fd13540cff91e","target":"record","created_at":"2026-07-05T08:57:44Z","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":"6a283f69ba206561c6e66762c7906bb44e7f1b662adc7a70196196a5d0efea52","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-21T10:05:22Z","title_canon_sha256":"9815b9964b0f9193cd179aea5ae6a309e66c711977dd5722f3bc518a470af4d1"},"schema_version":"1.0","source":{"id":"2408.11493","kind":"arxiv","version":1}},"canonical_sha256":"ca2725caf8ddfd2564e5dda3401c1c502f407c44c9b449ce46936d97c12659c6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ca2725caf8ddfd2564e5dda3401c1c502f407c44c9b449ce46936d97c12659c6","first_computed_at":"2026-07-05T08:57:44.867161Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:57:44.867161Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"GMBgxN3KQMsZQARJOwA8ZKjQrOgMsCcScyTXjQDdRvTvAA0FMVoA5IDv1AL+qT6d9wAcez+rV+7uq2qbngmMAA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:57:44.867630Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.11493","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9b52c3bf016057229409da349d97c184c2a4d3c64d316690207fd13540cff91e","sha256:e67e0a9b7f58c6aad0243b0c444d7b3db350cca72196325e78d25838816cf7ae"],"state_sha256":"59d0e408c8d04b76cb3369799d2376e5605181f82aae46d145c3d0764c3a68cb"}