Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:55.429551Z
Paper Citation Record · LEDGER
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI
As of 10 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 4 inbound Pith citation observations for arXiv:2505.14064.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T23:46:56.241151Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
49 of 49 outbound references displayed
- verified exact0
- verified fuzzy38
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 45a3504b-0893-4359-bece-c90a40c321d4 · outbound
This paper cites https://brain-development.org/ixi-dataset/.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI https://brain-development.org/ixi-dataset/
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:04.489274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 81ba2a35-efa2-4911-92ab-54534161f4ab · outbound
This paper cites METEOR: An automatic metric for MT evaluation with improved correlation with human judgments.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI METEOR: An automatic metric for MT evaluation with improved correlation with human judgments
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:42:50.203639Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 810bc282-6272-40fa-8c4c-0e0205d0b71b · outbound
This paper cites Bercea, Benedikt Wiestler, Daniel Rueckert, and Julia A Schnabel.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Bercea, Benedikt Wiestler, Daniel Rueckert, and Julia A Schnabel
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:04.309945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4444183a-0b07-4ded-a2d9-86f0c2dd23af · outbound
This paper cites Diffusion models with implicit guidance for medical anomaly detection.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Diffusion models with implicit guidance for medical anomaly detection
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:04.091242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d8027b7f-094e-417c-bd7d-e1935df83004 · outbound
This paper cites Evaluating normative representation learning in generative ai for robust anomaly detection in brain imaging.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Evaluating normative representation learning in generative ai for robust anomaly detection in brain imaging
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:03.906866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ab7ec145-43ac-470c-8d1b-e07d0f2e0333 · outbound
This paper cites Mvtec ad — a compre- hensive real-world dataset for unsupervised anomaly detection.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Mvtec ad — a compre- hensive real-world dataset for unsupervised anomaly detection
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:03.689050Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6511d8c8-c927-4d6c-8fe0-d9e3a7672b06 · outbound
This paper cites Salinas, and María de la Iglesia-Vayá.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Salinas, and María de la Iglesia-Vayá
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:03.454623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2f4d429b-669c-4732-af2b-81683c36d439 · outbound
This paper cites PadChest-GR: A Bilingual Chest X-ray Dataset for Grounded Radiology Report Generation.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI PadChest-GR: A Bilingual Chest X-ray Dataset for Grounded Radiology Report Generation
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:42:50.703517Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e50eb66-fa43-45a5-bc3b-d1c769145467 · outbound
This paper cites Unsupervised lesion detection via image restoration with a normative prior.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Unsupervised lesion detection via image restoration with a normative prior
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:03.276470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1cbc73fc-1174-4e3e-a7f7-93fe1b0b98d7 · outbound
This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:42:50.948710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 760df6b2-eaf1-4119-8fcd-67eb6d150b93 · outbound
This paper cites Promptdet: Towards open-vocabulary detection using uncurated images.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Promptdet: Towards open-vocabulary detection using uncurated images
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:03.091727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0c56e128-223f-4c51-b65b-52e45f8b2df7 · outbound
This paper cites Recontrast: Domain-specific anomaly detection via contrastive reconstruction.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Recontrast: Domain-specific anomaly detection via contrastive reconstruction
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:02.879180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f94a8aa0-1b91-493c-abc5-c811eb4b03a6 · outbound
This paper cites Developing generalist foun- dation models from a multimodal dataset for 3d computed tomography.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Developing generalist foun- dation models from a multimodal dataset for 3d computed tomography
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:42:51.220006Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a3627fe-85ea-48b9-9a05-557fba1d6a63 · outbound
This paper cites Deep Anomaly Detection with Outlier Exposure.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Deep Anomaly Detection with Outlier Exposure
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:42:51.311406Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6f0336c-676f-4f91-8646-f91349c2a951 · outbound
This paper cites Isles 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Isles 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:02.615552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c9863f8f-2bf8-4f94-9ac2-d8af7da42250 · outbound
This paper cites Out-of-distribution Detection in Medical Image Analysis: A survey.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Out-of-distribution Detection in Medical Image Analysis: A survey
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:42:51.537092Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c919aa72-99f6-4b9d-80cc-fd4b11b6a073 · outbound
This paper cites an unresolved cited work.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:43:02.310883Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 170dfd58-2015-4789-80df-6ae42bcbd333 · outbound
This paper cites an unresolved cited work.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:43:02.081727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ae9f22d4-57ee-45fa-82eb-c4c5ce21083f · outbound
This paper cites Wilds: A benchmark of in-the-wild distribution shifts.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Wilds: A benchmark of in-the-wild distribution shifts
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:01.834743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 08fe4aa5-8644-425f-b83e-5bd1551d0ab4 · outbound
This paper cites Emergency triage of brain computed tomography via anomaly detection with a deep generative model.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Emergency triage of brain computed tomography via anomaly detection with a deep generative model
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:01.607627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b122add3-7935-4173-8516-f32fd5088315 · outbound
This paper cites A novel public MR image dataset of multiple sclerosis patients with lesion segmentations based on multi-rater consensus.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI A novel public MR image dataset of multiple sclerosis patients with lesion segmentations based on multi-rater consensus
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:01.352932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 99723d01-a328-4d86-a2c6-ebee68a007de · outbound
This paper cites Cutpaste: Self-supervised learning for anomaly detection and localization.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Cutpaste: Self-supervised learning for anomaly detection and localization
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:01.133411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b8412b48-f42b-48fb-aeda-c2f8049750fb · outbound
This paper cites Lo, ., and et al.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Lo, ., and et al
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:00.917085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 902b801d-ff50-404d-984b-af53b4066dd8 · outbound
This paper cites A benchmarking crisis in biomedical machine learning.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI A benchmarking crisis in biomedical machine learning
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:00.757519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5fdd8bb9-213b-445e-9c1f-091cb586f47e · outbound
This paper cites Marcus, Aditya F.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Marcus, Aditya F
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:00.547670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5844b303-66f5-49f6-bba6-b1039bece018 · outbound
This paper cites an unresolved cited work.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:43:00.381805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 715e9361-d800-4459-a3bd-7021ad61cf3e · outbound
This paper cites Bleu: a method for automatic evaluation of machine translation.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Bleu: a method for automatic evaluation of machine translation
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:00.046358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ac80b0c7-0ceb-4087-940b-5ba5141d452e · outbound
This paper cites Petersen, Paul S.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Petersen, Paul S
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:59.798254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a08fa5ec-9661-4246-a34a-1afac6d4dda0 · outbound
This paper cites Generative probabilistic novelty detection with adversarial autoencoders.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Generative probabilistic novelty detection with adversarial autoencoders
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:59.625688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 842ed531-6074-4878-bee1-60b609d78590 · outbound
This paper cites Learning transferable visual models from natural language supervision.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Learning transferable visual models from natural language supervision
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:59.368798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c5b64fb3-c698-45c9-b19a-a73498ad81a8 · outbound
This paper cites Do imagenet classifiers generalize to imagenet? In Proceedings of the International Conference on Machine Learning, pages 5389–5400.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Do imagenet classifiers generalize to imagenet? In Proceedings of the International Conference on Machine Learning, pages 5389–5400
Reference 31
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b383fa72-e530-4771-9ace-220e786bbea8 · outbound
This paper cites Buizer, Antonio Federico, Thomas Gasser, Samuel Groeschel, Sanja Hermanns, Thomas Klockgether, Ingeborg Krägeloh-Mann, G.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Buizer, Antonio Federico, Thomas Gasser, Samuel Groeschel, Sanja Hermanns, Thomas Klockgether, Ingeborg Krägeloh-Mann, G
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:58.730016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 443afb33-95ab-4d40-ba16-838be2de3a3d · outbound
This paper cites Towards total recall in industrial anomaly detection.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Towards total recall in industrial anomaly detection
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:58.513792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7b07bdfd-2467-4d6e-91a9-1bdb793ddd98 · outbound
This paper cites A unifying review of deep and shallow anomaly detection.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI A unifying review of deep and shallow anomaly detection
Reference 34
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 15ca07b7-4a03-4399-b2a1-01316b252932 · outbound
This paper cites f-anogan: Fast unsupervised anomaly detection with generative adversarial networks.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI f-anogan: Fast unsupervised anomaly detection with generative adversarial networks
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:57.846858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 34a66821-e33c-45c8-bc32-666a1711c55f · outbound
This paper cites Natural synthetic anomalies for self-supervised anomaly detection and localization.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Natural synthetic anomalies for self-supervised anomaly detection and localization
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:57.636005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4e1ad00f-b743-4e88-bd04-b4ced9e92e74 · outbound
This paper cites Uk biobank: An open access resource for identifying the causes of a wide range of complex diseases of middle and old age.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Uk biobank: An open access resource for identifying the causes of a wide range of complex diseases of middle and old age
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:57.346510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6e5150bc-69ee-4376-ab62-f1c68654065c · outbound
This paper cites Taylor, Nitin Williams, Rhodri Cusack, Tibor Auer, Meredith A.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Taylor, Nitin Williams, Rhodri Cusack, Tibor Auer, Meredith A
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:57.056933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c9ab6fad-c4ae-4026-9632-36cf073e233e · outbound
This paper cites Bridging ood detection and generalization: A graph-theoretic view.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Bridging ood detection and generalization: A graph-theoretic view
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:56.944831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ba443f00-9ea1-4c64-9590-5e4a7036cefc · outbound
This paper cites Diffusion models for medical anomaly detection.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Diffusion models for medical anomaly detection
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:56.763735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6bf7ca1a-f576-4854-b202-2fdbba27ac90 · outbound
This paper cites Qwen2.5 Technical Report.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Qwen2.5 Technical Report
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:42:54.531908Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b92e502b-e989-4aa8-9996-1e5850299fb3 · outbound
This paper cites Openood: Benchmarking generalized out-of- distribution detection.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Openood: Benchmarking generalized out-of- distribution detection
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:56.648030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f46c8614-35a2-4795-9789-3ec9f6bfd104 · outbound
This paper cites Modeling context in referring expressions.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Modeling context in referring expressions
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:56.508411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9dd595b7-6587-4cce-a7fd-ca50c3f999e4 · outbound
This paper cites fastMRI: An Open Dataset and Benchmarks for Accelerated MRI.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:42:54.840157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7231c64e-785a-428b-8235-d60830b106b2 · outbound
This paper cites fastmri+, clinical pathology annotations for knee and brain fully sampled magnetic resonance imaging data.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI fastmri+, clinical pathology annotations for knee and brain fully sampled magnetic resonance imaging data
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:56.365532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a4c0a3b0-0d39-4270-a27d-148be00f8140 · outbound
This paper cites Out-of-distribution detection learning with unreliable out-of-distribution sources.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Out-of-distribution detection learning with unreliable out-of-distribution sources
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:56.207854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 29178c33-b5d2-41d4-9e88-c1019c9ac9ec · outbound
This paper cites A survey on open-vocabulary detection and segmentation: Past, present, and future.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI A survey on open-vocabulary detection and segmentation: Past, present, and future
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:56.084284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9ad87e3d-6cc9-4ffd-81b2-073bfe516dc8 · outbound
This paper cites Mood 2020: A public benchmark for out-of-distribution detection and localization on medical images.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Mood 2020: A public benchmark for out-of-distribution detection and localization on medical images
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:55.958188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3c9bfda5-ffeb-49ff-9f1b-0549ca498940 · outbound
This paper cites Unsu- pervised anomaly localization using variational auto-encoders.
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Unsu- pervised anomaly localization using variational auto-encoders
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:42:55.803057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
Observation ecf9811b-37ca-49e9-841e-f3abdf3d7384 · inbound
MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows cites this paper.
MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T00:08:21.633957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f4557870-6498-4d25-baf2-53615a28abf3 · inbound
GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI cites this paper.
GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-09T20:58:06.884794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c45f7ac5-a98a-4f32-bc76-0ba016731f10 · inbound
Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging cites this paper.
Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T18:06:05.614947Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 965bc338-82ad-41ad-b76e-da0a7cb3c5cd · inbound
Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging cites this paper.
Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T13:15:46.056622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.