{"as_of":"2026-08-11T17:39:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1306aabe047c743a9a0e411de9f2364237c21de5653a5e20176cccfe370242e1","coverage":[{"denominator":22,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":22,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T15:02:03.914216Z","state":"measured"},{"denominator":24,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":24,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-11T06:34:44.6726+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-04T21:02:40.137098Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-06-28T18:42:28.877402Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.17121","snapshot_observed_at":"2026-08-04T21:02:40.137098Z","title":"Ahmed, M","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2509.08234","last_updated":"2025-09-10T02:28:25Z","snapshot_observed_at":"2026-08-07T23:51:31.795668Z","submitted_at":"2025-09-10T02:28:25Z","title":"RepViT-CXR: A Channel Replication Strategy for Vision Transformers in Chest X-ray Tuberculosis and Pneumonia Classification","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-04T21:02:40.137098Z"},"links":{"cited_paper":"/paper/2507.17121","citing_paper":"/paper/2509.08234"},"observation_digest":"sha256:d4f16c7e84454cd2a7f5c3b7166559a91bfd7344333c752fa9c9227e375ee0b0","observation_id":"7a983874-0100-474a-8f1b-f7997e8c4023","resolution":{"observed_at":"2026-08-04T21:02:40.137098Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"cited_work":{"arxiv_id":"2507.17121","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2507.17121","snapshot_observed_at":"2026-06-28T18:42:28.877402Z","title":"arXiv preprint arXiv:2507.17121 (2025)","venue":null,"work_id":"42af7dc7-46bf-4885-a271-4360df129621","year":2025},"citing_paper":{"arxiv_id":"2606.00927","last_updated":"2026-05-30T23:28:15Z","snapshot_observed_at":"2026-08-07T06:39:57.766875Z","submitted_at":"2026-05-30T23:28:15Z","title":"Bridging Topology and Deep Representation Learning: A TDA-ViT Fusion Model for Four-Class Brain Tumor Classification","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-06-28T18:42:09.643329Z"},"links":{"cited_paper":"/paper/2507.17121","citing_paper":"/paper/2606.00927"},"observation_digest":"sha256:1529dddec50d3d763501315b4b42d1d643763cc4546302349c09f22100ee77df","observation_id":"e6b9decc-8a65-42a6-89ec-e0354de2a1ec","resolution":{"observed_at":"2026-06-28T18:42:28.878851Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2507.17121/citation-record","integrity":"/paper/2507.17121/integrity","json":"/paper/2507.17121/citation-record.json","paper":"/paper/2507.17121"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:03.816948Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.816948Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:79ec7fef6c45243d1d4231d097e6c9d7ceed6813a7cb75fc0c79316877b746bb","observation_id":"d98b3189-a829-42ac-bba9-1d75bb9f33a0","resolution":{"observed_at":"2026-08-06T15:02:03.816948Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:04.364587Z","title":"Ting, et al., Deep learning for diabetic retinopathy analysis: A review, Journal of","venue":null,"work_id":"cae17d58-c0d4-4e76-be7f-9e8cc96afe46","year":2019},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.821792Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:d3599ddae7cde6196e48c499705d838a3258b7a9f434ee28105bb45c15ebdf5f","observation_id":"f9771e04-8ead-40e2-9b22-a35d610e8bf0","resolution":{"observed_at":"2026-08-06T15:02:04.369806Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:04.347875Z","title":"Li, et al., Applications of machine learning in retinal imag- ing, Medical Image Analysis (2021)","venue":null,"work_id":"7132d4b6-dffb-4d2d-af9f-6c393bbb94ea","year":2021},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.826601Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:a0360a92bbd6112a3122328f3f468ae5a58372754018732664c36420e751636a","observation_id":"c0c61da1-efe5-48a0-9acb-5b0894cf328f","resolution":{"observed_at":"2026-08-06T15:02:04.352890Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:04.331216Z","title":"Sarhan, et al., Machine learning in retinal image analysis, Pattern Recognition Letters (2020)","venue":null,"work_id":"5be44b89-25e1-49e7-b572-7b6f9b456222","year":2020},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.831984Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:be7f9b4677b637a40279ec9401598a572b080925dc21e37494292da81a41179f","observation_id":"7506a03b-f2b1-4963-8a53-48bdbe8e1417","resolution":{"observed_at":"2026-08-06T15:02:04.335912Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2105.13793","last_updated":"2021-05-28T12:58:31Z","snapshot_observed_at":"2026-08-10T08:44:37.044829Z","submitted_at":"2021-05-28T12:58:31Z","title":"A systematic review of transfer learning based approaches for diabetic retinopathy detection","version":1},"cited_work":{"arxiv_id":"2105.13793","doi":null,"metadata_source":"pith","pith_arxiv_id":"2105.13793","snapshot_observed_at":"2026-08-06T15:02:04.145879Z","title":"A systematic review of transfer learning based approaches for diabetic retinopathy detection","venue":"eess.IV","work_id":"f69929dc-9993-4789-a8e2-536067a720bc","year":2021},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.836645Z"},"links":{"cited_paper":"/paper/2105.13793","citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:cbb5884c759baed376e7e322e539932edd7eb8f2b9dfc7437da7323ee52c0786","observation_id":"2409369c-2d0b-4f90-acdb-b6f63731043b","resolution":{"observed_at":"2026-08-06T15:02:04.150953Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2012.12515","last_updated":"2020-12-23T07:02:36Z","snapshot_observed_at":"2026-08-07T14:10:52.103048Z","submitted_at":"2020-12-23T07:02:36Z","title":"Diabetic Retinopathy Grading System Based on Transfer Learning","version":1},"cited_work":{"arxiv_id":"2012.12515","doi":null,"metadata_source":"pith","pith_arxiv_id":"2012.12515","snapshot_observed_at":"2026-08-06T15:02:04.121878Z","title":"Diabetic Retinopathy Grading System Based on Transfer Learning","venue":"eess.IV","work_id":"40a29811-52c5-4f52-87ac-d942bb9190ac","year":2020},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.842383Z"},"links":{"cited_paper":"/paper/2012.12515","citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:200822c3aafc7c341362f33e0e4d817cd42a8f316e6ff7c23f12c24da015a163","observation_id":"45765cf1-dd07-4bba-9d74-820020850eed","resolution":{"observed_at":"2026-08-06T15:02:04.128602Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:04.312539Z","title":"Unknown, Aptos 2019 blindness detection database: five-class diabetic retinopathy grading with severe and pro- liferative under-representation, arXiv preprint arXiv:??? (2019)","venue":null,"work_id":"800aeee4-db7c-41c3-8380-40feedc067fd","year":2019},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.848314Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:428318caca234b199839167a9ada1d0034b6897bc2ee89d30a3256e691d52187","observation_id":"e7eadf55-4276-4336-8c20-dc2f87dfc7ed","resolution":{"observed_at":"2026-08-06T15:02:04.317736Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.3390/app12115363","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Gangwar, K","venue":"Applied Sciences","work_id":"23bbbeb7-b3ac-4cbb-a360-8aaf7d09409c","year":2022},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.852566Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:ccef0f6491c099966605b4cf1352325221e86d170d64c1d9604089db2ec633a6","observation_id":"249764e4-6eeb-4772-a90d-77de45e705bd","resolution":{"observed_at":"2026-08-06T15:02:03.956451Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2504.21464","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:04.091370Z","title":"of VR-FuseNet, Vr-fusenet: A fusion of heterogeneous fun- dus data and explainable deep network for diabetic retinopathy classification, arXiv preprint arXiv:2504.21464 (2025)","venue":null,"work_id":"fd6b616b-20ce-40b1-9fcf-0d7d81a2e279","year":2025},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.857517Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:117459545e8ab072678e4b00c9100378c2911beb30f3b7f92b3288b1bf35f843","observation_id":"64e76691-aa08-4ce2-85d6-5263a3d9e243","resolution":{"observed_at":"2026-08-06T15:02:04.103166Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:03.862122Z","title":"Ahmed, M","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.862122Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:9508196fdae05dcec3c51c6ffdaeff7aa42009d2e977596663fd3841a1e04c3c","observation_id":"09c81865-ba42-431b-aed2-b08bb52ffe04","resolution":{"observed_at":"2026-08-06T15:02:03.862122Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:03.866423Z","title":"Ahmed, B","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.866423Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:edfa356cdf6c5e50b35a6cdc4f2eb8c680af986d930936c0cf9ced508f621577","observation_id":"3a5e4b20-9eec-40ae-85f2-55c913d3a1dc","resolution":{"observed_at":"2026-08-06T15:02:03.866423Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:04.273349Z","title":"Bodapati, et al., Composite dnn approach for diabetic retinopathy detection, Medical Image Computing and","venue":null,"work_id":"523e2d67-25ce-4e34-845a-b42f9246448e","year":2021},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.870729Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:c434caf82c53ad289cc5fa51d55e3bff781abd22432131217342d460d454e355","observation_id":"24dfb750-4751-4f86-b0fa-6d4eab20ae17","resolution":{"observed_at":"2026-08-06T15:02:04.278590Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:03.875170Z","title":"Ahmed, B","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.875170Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:2d56cc1d990a88e6fd29a742fa5f862321afdd244f79532e421e0b5c37bb379e","observation_id":"5f45c45b-872e-440c-a090-ac1a4600a524","resolution":{"observed_at":"2026-08-06T15:02:03.875170Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:03.879370Z","title":"Ahmed, Topological Machine Learning in Medical Image Analysis, Ph.D","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.879370Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:c432eb35a9b6e7bfce9aa8df83245b36fb26afd7e184c5dba6a1e0061a2cac2d","observation_id":"4ba7a47a-563a-4ea1-8279-4af52dc2a2f2","resolution":{"observed_at":"2026-08-06T15:02:03.879370Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:04.235291Z","title":"Gupta, et al., Augmentation strategies in dr severity grading, Medical Imaging 2023 (2023)","venue":null,"work_id":"22ebc0b2-9eae-4ae8-b6c9-160490182d16","year":2023},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.883855Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:7ca6bae3ee1bcad1ce8d3740e2b571cf0f5cbd8ea4b8e21f2a050251d581f045","observation_id":"9e127d03-485e-4144-baf8-f92178532738","resolution":{"observed_at":"2026-08-06T15:02:04.240516Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:03.887809Z","title":"https://www.kaggle.com/c/ aptos2019-blindness-detection","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.887809Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:8761b3d5faa2f617f6c9adf01413269241529743d27a6f1dd8185858bdc5cdef","observation_id":"ec0512e4-02fe-4937-89e0-2c12134c65e6","resolution":{"observed_at":"2026-08-06T15:02:03.887809Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:03.891975Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.891975Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:b422907d7b944377dda8d6fb9b1fe68b661eec23120f56c975652a35d863f407","observation_id":"baf37a68-07c3-4ba3-ac65-0c9c2472ab88","resolution":{"observed_at":"2026-08-06T15:02:03.891975Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:03.896386Z","title":"Kumar, S","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.896386Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:44f8018a90d8d37a59cf31262f67ac8fcf1b5a0bac1c13cd8fa96a05336f4621","observation_id":"7df928f5-6502-4c03-83a3-67d334e15448","resolution":{"observed_at":"2026-08-06T15:02:03.896386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:03.900691Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.900691Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:7ac5d323d06574e17af1f37bd49608a4ea949e153745873da2010cc35f59c2ae","observation_id":"1e224d21-5984-4b09-870c-85d0f4eeec9e","resolution":{"observed_at":"2026-08-06T15:02:03.900691Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2004.06334","last_updated":"2020-04-14T07:37:21Z","snapshot_observed_at":"2026-08-08T05:05:58.696445Z","submitted_at":"2020-04-14T07:37:21Z","title":"Automated Diabetic Retinopathy Grading using Deep Convolutional Neural Network","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2004.06334","snapshot_observed_at":"2026-08-06T15:02:03.904804Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.904804Z"},"links":{"cited_paper":"/paper/2004.06334","citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:aff68a11317b27bf8947b744c0b792400f6241bcddc59acdcada2e50bd6c4998","observation_id":"8f20c42d-d875-436c-86d2-808b810b7fab","resolution":{"observed_at":"2026-08-06T15:02:03.904804Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:03.910027Z","title":"Macsik, J","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.910027Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:0ab56935a016f46ba7fe357c301e43d55d3da5a6b4e120fe3e98fb7a019afd94","observation_id":"abb0f324-e8de-4402-b905-b387c36b76ba","resolution":{"observed_at":"2026-08-06T15:02:03.910027Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:02:04.162218Z","title":null,"venue":null,"work_id":"e6a8a2b4-c598-411d-a932-d9409db07ddf","year":2024},"citing_paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T15:02:03.914216Z"},"links":{"citing_paper":"/paper/2507.17121"},"observation_digest":"sha256:90f4e405f741090bb96c6240bf4e3d49a7e2684f2211b2f9250491f54b5ce0f7","observation_id":"e286eb7a-a2ad-45e0-8efb-d015c538a75c","resolution":{"observed_at":"2026-08-06T15:02:04.166997Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.17121","last_updated":"2025-07-28T23:58:31Z","latest_version":2,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-09T12:32:14.733733Z","submitted_at":"2025-07-23T01:52:27Z","title":"Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning"},"reference_resolution":{"displayed":22,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":12,"verified_exact":4,"verified_fuzzy":6},"total_outbound_references":22},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"thesis":"As of 11 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 2 inbound Pith citation observations for arXiv:2507.17121."}