{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:BNR4LTRXDWB2DUCDHFT6GJCKUN","short_pith_number":"pith:BNR4LTRX","canonical_record":{"source":{"id":"2512.22666","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-12-27T17:37:34Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"534a0c3dc5ebca0744d3c42ff97a79b968cddb6aac53898403cba5f80677cdd1","abstract_canon_sha256":"ed96bc9e7550cb91f326dfef2c8ce42a711267a6cc2177b18a0eea8371f2c054"},"schema_version":"1.0"},"canonical_sha256":"0b63c5ce371d83a1d0433967e3244aa34876b3366c8c1c461eb2d462862e5e5d","source":{"kind":"arxiv","id":"2512.22666","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2512.22666","created_at":"2026-05-27T01:04:54Z"},{"alias_kind":"arxiv_version","alias_value":"2512.22666v1","created_at":"2026-05-27T01:04:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2512.22666","created_at":"2026-05-27T01:04:54Z"},{"alias_kind":"pith_short_12","alias_value":"BNR4LTRXDWB2","created_at":"2026-05-27T01:04:54Z"},{"alias_kind":"pith_short_16","alias_value":"BNR4LTRXDWB2DUCD","created_at":"2026-05-27T01:04:54Z"},{"alias_kind":"pith_short_8","alias_value":"BNR4LTRX","created_at":"2026-05-27T01:04:54Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:BNR4LTRXDWB2DUCDHFT6GJCKUN","target":"record","payload":{"canonical_record":{"source":{"id":"2512.22666","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-12-27T17:37:34Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"534a0c3dc5ebca0744d3c42ff97a79b968cddb6aac53898403cba5f80677cdd1","abstract_canon_sha256":"ed96bc9e7550cb91f326dfef2c8ce42a711267a6cc2177b18a0eea8371f2c054"},"schema_version":"1.0"},"canonical_sha256":"0b63c5ce371d83a1d0433967e3244aa34876b3366c8c1c461eb2d462862e5e5d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-27T01:04:54.278552Z","signature_b64":"cViHmoXJNUNFkHFQmc97T6fer/nPN90q64yqmcNhU/ly9A9hyvTyClxw/aFbEThl+LXp3iH/bufPJWUCkYVKCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0b63c5ce371d83a1d0433967e3244aa34876b3366c8c1c461eb2d462862e5e5d","last_reissued_at":"2026-05-27T01:04:54.277922Z","signature_status":"signed_v1","first_computed_at":"2026-05-27T01:04:54.277922Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2512.22666","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":"2026-05-27T01:04:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"MiWzbk0c5fGz4LJy6R+mSdIcN2dzMs41961LpAIGmCzKB5997d41f7cAAsfiePj9MUPCimdZsvvTjFCWc3rdAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T23:14:04.797122Z"},"content_sha256":"52b477aae2477031a6e1336d2ebffd9b323bce9f94a5b5526a55844972b4790a","schema_version":"1.0","event_id":"sha256:52b477aae2477031a6e1336d2ebffd9b323bce9f94a5b5526a55844972b4790a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:BNR4LTRXDWB2DUCDHFT6GJCKUN","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"INTERACT-CMIL: Multi-Task Shared Learning and Inter-Task Consistency for Conjunctival Melanocytic Intraepithelial Lesion Grading","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.CV","authors_text":"Daniela S\\\"usskind, Julia M. Weller, Karin U. Loeffler, Leticia Ussem, Luna Toma, Martina C. Herwig-Carl, Mert Ikinci, Shadi Albarqouni, Yousef Yeganeh","submitted_at":"2025-12-27T17:37:34Z","abstract_excerpt":"Accurate grading of Conjunctival Melanocytic Intraepithelial Lesions (CMIL) is essential for treatment and melanoma prediction but remains difficult due to subtle morphological cues and interrelated diagnostic criteria. We introduce INTERACT-CMIL, a multi-head deep learning framework that jointly predicts five histopathological axes; WHO4, WHO5, horizontal spread, vertical spread, and cytologic atypia, through Shared Feature Learning with Combinatorial Partial Supervision and an Inter-Dependence Loss enforcing cross-task consistency. Trained and evaluated on a newly curated, multi-center datas"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2512.22666","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/2512.22666/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":"2026-05-27T01:04:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"I/LguAsSHHQ+7yndAWUvjp1vmZkBIQI82Lk6OoEWbj5cW5iybSSJ/x90Ois/m/ZU5WgI+tfW7e2lyYo2dvKLAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T23:14:04.797646Z"},"content_sha256":"f95a3d0327a1f1d57e9fcea5db5ddee12b4da947d9d1a0c653161a685a45e5be","schema_version":"1.0","event_id":"sha256:f95a3d0327a1f1d57e9fcea5db5ddee12b4da947d9d1a0c653161a685a45e5be"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/BNR4LTRXDWB2DUCDHFT6GJCKUN/bundle.json","state_url":"https://pith.science/pith/BNR4LTRXDWB2DUCDHFT6GJCKUN/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/BNR4LTRXDWB2DUCDHFT6GJCKUN/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":"2026-08-22T23:14:04Z","links":{"resolver":"https://pith.science/pith/BNR4LTRXDWB2DUCDHFT6GJCKUN","bundle":"https://pith.science/pith/BNR4LTRXDWB2DUCDHFT6GJCKUN/bundle.json","state":"https://pith.science/pith/BNR4LTRXDWB2DUCDHFT6GJCKUN/state.json","well_known_bundle":"https://pith.science/.well-known/pith/BNR4LTRXDWB2DUCDHFT6GJCKUN/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:BNR4LTRXDWB2DUCDHFT6GJCKUN","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":"ed96bc9e7550cb91f326dfef2c8ce42a711267a6cc2177b18a0eea8371f2c054","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-12-27T17:37:34Z","title_canon_sha256":"534a0c3dc5ebca0744d3c42ff97a79b968cddb6aac53898403cba5f80677cdd1"},"schema_version":"1.0","source":{"id":"2512.22666","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2512.22666","created_at":"2026-05-27T01:04:54Z"},{"alias_kind":"arxiv_version","alias_value":"2512.22666v1","created_at":"2026-05-27T01:04:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2512.22666","created_at":"2026-05-27T01:04:54Z"},{"alias_kind":"pith_short_12","alias_value":"BNR4LTRXDWB2","created_at":"2026-05-27T01:04:54Z"},{"alias_kind":"pith_short_16","alias_value":"BNR4LTRXDWB2DUCD","created_at":"2026-05-27T01:04:54Z"},{"alias_kind":"pith_short_8","alias_value":"BNR4LTRX","created_at":"2026-05-27T01:04:54Z"}],"graph_snapshots":[{"event_id":"sha256:f95a3d0327a1f1d57e9fcea5db5ddee12b4da947d9d1a0c653161a685a45e5be","target":"graph","created_at":"2026-05-27T01:04:54Z","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/2512.22666/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Accurate grading of Conjunctival Melanocytic Intraepithelial Lesions (CMIL) is essential for treatment and melanoma prediction but remains difficult due to subtle morphological cues and interrelated diagnostic criteria. We introduce INTERACT-CMIL, a multi-head deep learning framework that jointly predicts five histopathological axes; WHO4, WHO5, horizontal spread, vertical spread, and cytologic atypia, through Shared Feature Learning with Combinatorial Partial Supervision and an Inter-Dependence Loss enforcing cross-task consistency. Trained and evaluated on a newly curated, multi-center datas","authors_text":"Daniela S\\\"usskind, Julia M. Weller, Karin U. Loeffler, Leticia Ussem, Luna Toma, Martina C. Herwig-Carl, Mert Ikinci, Shadi Albarqouni, Yousef Yeganeh","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-12-27T17:37:34Z","title":"INTERACT-CMIL: Multi-Task Shared Learning and Inter-Task Consistency for Conjunctival Melanocytic Intraepithelial Lesion Grading"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2512.22666","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":"sha256:52b477aae2477031a6e1336d2ebffd9b323bce9f94a5b5526a55844972b4790a","target":"record","created_at":"2026-05-27T01:04:54Z","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":"ed96bc9e7550cb91f326dfef2c8ce42a711267a6cc2177b18a0eea8371f2c054","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-12-27T17:37:34Z","title_canon_sha256":"534a0c3dc5ebca0744d3c42ff97a79b968cddb6aac53898403cba5f80677cdd1"},"schema_version":"1.0","source":{"id":"2512.22666","kind":"arxiv","version":1}},"canonical_sha256":"0b63c5ce371d83a1d0433967e3244aa34876b3366c8c1c461eb2d462862e5e5d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0b63c5ce371d83a1d0433967e3244aa34876b3366c8c1c461eb2d462862e5e5d","first_computed_at":"2026-05-27T01:04:54.277922Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-27T01:04:54.277922Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"cViHmoXJNUNFkHFQmc97T6fer/nPN90q64yqmcNhU/ly9A9hyvTyClxw/aFbEThl+LXp3iH/bufPJWUCkYVKCA==","signature_status":"signed_v1","signed_at":"2026-05-27T01:04:54.278552Z","signed_message":"canonical_sha256_bytes"},"source_id":"2512.22666","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:52b477aae2477031a6e1336d2ebffd9b323bce9f94a5b5526a55844972b4790a","sha256:f95a3d0327a1f1d57e9fcea5db5ddee12b4da947d9d1a0c653161a685a45e5be"],"state_sha256":"bf06682522c7a7dc0a76f8479e9e5b8fca670c41da6e033c611bf018c67acef6"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"l3EEBK+t/P9rk2pxvGWGyCFh07B7ZN6TBk52HEcPMTNFAmoO0ZGDGGN129OV8PiXdrRkFQb2eL4jEEMJoznvDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-22T23:14:04.802394Z","bundle_sha256":"6cc935e8b8dc52d3f8d857e927325fda1af6d5b216b6790c6e332b86dd2c3e98"}}