Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:02:03.914216Z
Paper Citation Record · LEDGER
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning
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.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T21:02:40.137098Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-28T18:42:28.877402Z
Reference resolution
22 of 22 outbound references displayed
- verified exact4
- verified fuzzy6
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d98b3189-a829-42ac-bba9-1d75bb9f33a0 · outbound
This paper cites an unresolved cited work.
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:02:03.816948Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9771e04-8ead-40e2-9b22-a35d610e8bf0 · outbound
This paper cites Ting, et al., Deep learning for diabetic retinopathy analysis: A review, Journal of.
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Ting, et al., Deep learning for diabetic retinopathy analysis: A review, Journal of
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:02:04.369806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c0c61da1-efe5-48a0-9acb-5b0894cf328f · outbound
This paper cites Li, et al., Applications of machine learning in retinal imag- ing, Medical Image Analysis (2021).
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Li, et al., Applications of machine learning in retinal imag- ing, Medical Image Analysis (2021)
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:02:04.352890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7506a03b-f2b1-4963-8a53-48bdbe8e1417 · outbound
This paper cites Sarhan, et al., Machine learning in retinal image analysis, Pattern Recognition Letters (2020).
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Sarhan, et al., Machine learning in retinal image analysis, Pattern Recognition Letters (2020)
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:02:04.335912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2409369c-2d0b-4f90-acdb-b6f63731043b · outbound
This paper cites A systematic review of transfer learning based approaches for diabetic retinopathy detection.
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning A systematic review of transfer learning based approaches for diabetic retinopathy detection
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T15:02:04.150953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 45765cf1-dd07-4bba-9d74-820020850eed · outbound
This paper cites Diabetic Retinopathy Grading System Based on Transfer Learning.
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Diabetic Retinopathy Grading System Based on Transfer Learning
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T15:02:04.128602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e7eadf55-4276-4336-8c20-dc2f87dfc7ed · outbound
This paper cites Unknown, Aptos 2019 blindness detection database: five-class diabetic retinopathy grading with severe and pro- liferative under-representation, arXiv preprint arXiv:??? (2019).
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Unknown, Aptos 2019 blindness detection database: five-class diabetic retinopathy grading with severe and pro- liferative under-representation, arXiv preprint arXiv:??? (2019)
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:02:04.317736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 249764e4-6eeb-4772-a90d-77de45e705bd · outbound
This paper cites Gangwar, K.
Reference 8
- Resolution
- verified exact
- doi, observed 2026-08-06T15:02:03.956451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 64e76691-aa08-4ce2-85d6-5263a3d9e243 · outbound
This paper cites 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).
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning 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)
Reference 9
- Resolution
- verified exact
- raw_fallback, observed 2026-08-06T15:02:04.103166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 09c81865-ba42-431b-aed2-b08bb52ffe04 · outbound
This paper cites Ahmed, M.
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:02:03.862122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a5e4b20-9eec-40ae-85f2-55c913d3a1dc · outbound
This paper cites Ahmed, B.
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:02:03.866423Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24dfb750-4751-4f86-b0fa-6d4eab20ae17 · outbound
This paper cites Bodapati, et al., Composite dnn approach for diabetic retinopathy detection, Medical Image Computing and.
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Bodapati, et al., Composite dnn approach for diabetic retinopathy detection, Medical Image Computing and
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:02:04.278590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5f45c45b-872e-440c-a090-ac1a4600a524 · outbound
This paper cites Ahmed, B.
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:02:03.875170Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ba7a47a-563a-4ea1-8279-4af52dc2a2f2 · outbound
This paper cites Ahmed, Topological Machine Learning in Medical Image Analysis, Ph.D.
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Ahmed, Topological Machine Learning in Medical Image Analysis, Ph.D
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:02:03.879370Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e127d03-485e-4144-baf8-f92178532738 · outbound
This paper cites Gupta, et al., Augmentation strategies in dr severity grading, Medical Imaging 2023 (2023).
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Gupta, et al., Augmentation strategies in dr severity grading, Medical Imaging 2023 (2023)
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:02:04.240516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ec0512e4-02fe-4937-89e0-2c12134c65e6 · outbound
This paper cites https://www.kaggle.com/c/ aptos2019-blindness-detection.
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning https://www.kaggle.com/c/ aptos2019-blindness-detection
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:02:03.887809Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation baf37a68-07c3-4ba3-ac65-0c9c2472ab88 · outbound
This paper cites an unresolved cited work.
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:02:03.891975Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7df928f5-6502-4c03-83a3-67d334e15448 · outbound
This paper cites Kumar, S.
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:02:03.896386Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e224d21-5984-4b09-870c-85d0f4eeec9e · outbound
This paper cites an unresolved cited work.
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:02:03.900691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f20c42d-d875-436c-86d2-808b810b7fab · outbound
This paper cites Automated Diabetic Retinopathy Grading using Deep Convolutional Neural Network.
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Automated Diabetic Retinopathy Grading using Deep Convolutional Neural Network
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:02:03.904804Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abb0f324-e8de-4402-b905-b387c36b76ba · outbound
This paper cites Macsik, J.
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:02:03.910027Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e286eb7a-a2ad-45e0-8efb-d015c538a75c · outbound
This paper cites an unresolved cited work.
Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:02:04.166997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
Observation 7a983874-0100-474a-8f1b-f7997e8c4023 · inbound
RepViT-CXR: A Channel Replication Strategy for Vision Transformers in Chest X-ray Tuberculosis and Pneumonia Classification cites this paper.
RepViT-CXR: A Channel Replication Strategy for Vision Transformers in Chest X-ray Tuberculosis and Pneumonia Classification Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T21:02:40.137098Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6b9decc-8a65-42a6-89ec-e0354de2a1ec · inbound
Bridging Topology and Deep Representation Learning: A TDA-ViT Fusion Model for Four-Class Brain Tumor Classification cites this paper.
Bridging Topology and Deep Representation Learning: A TDA-ViT Fusion Model for Four-Class Brain Tumor Classification Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T18:42:28.878851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.