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Paper Citation Record · LEDGER

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images

As of 18 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2505.16659.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.16659 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:01:05.623365Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

48 of 48 outbound references displayed

  • verified exact1
  • verified fuzzy13
  • unresolved34
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cf8aef6b-7cb1-490d-bac2-512a31fff6a7 · outbound

This paper cites The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:00.355576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:00.355576Z digest=sha256:ca6172397c70289e703b9d44d8593d8e09727e265a4b67f41c47228037b63e5f

Observation 091da064-3c2f-4bf0-ab69-0add2e80d8ed · outbound

This paper cites Bakas, H.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Bakas, H

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:00.493153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:00.493153Z digest=sha256:36aab09a8ffc028a7e8bcd7cd0b836fa36982d4e670d292fd8a79c9565f3c80b

Observation 0a047f42-0627-4c3e-9c0e-aaba036dca46 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:12.162628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:00.637610Z digest=sha256:34239646c6a20c418178d0d498107595d5404e24122ca053f5dc6fd94fde8dea

Observation effd954e-d4ba-4f0e-b16c-2437d3af2f18 · outbound

This paper cites Bassetti, F.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Bassetti, F

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:11.956875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:00.772014Z digest=sha256:50e04343db26b7c126dea126cc466c35afdfffdce4e0b465edc61be9c4f4b461

Observation 8958578b-d8ab-4ab8-9549-791224f9c67a · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:11.728206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:00.903281Z digest=sha256:e0bfbdca1a9b6887667e60b43a31d0b1efec89f435f5604eb1e837c10192f22d

Observation 02bf487e-82c6-4dd5-b381-1063994e196d · outbound

This paper cites Bilic, P.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Bilic, P

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:11.603403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:01.023452Z digest=sha256:4d30e59d037f14c85d97eac1307645135b13d95874b2f0058ea80749a809e3f1

Observation 0a1296f7-a2e9-4b03-b15c-0b013f7431a7 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:11.387558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:01.162583Z digest=sha256:6abb03e2e6bf6c9c512f0421fbf20b37a067460c65cef3b358af3451df3b2b97

Observation 541a6fb7-d81d-4ac6-8393-ddd33c1fb3a5 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:11.226552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:01.354065Z digest=sha256:babf098574776bcd11c36438cdd94fba013bc5984313754e0152f4c07317323d

Observation c2e3f150-b2f1-4b53-af33-4ef18c82f7b5 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:10.999645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:01.413841Z digest=sha256:e2aab571d73a4922f019aa78c0f387016de34343d88172db80e5c04d13e57ab9

Observation cadabb59-abe3-4ca4-81ef-cde937c20a3a · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:10.845048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:01.509345Z digest=sha256:03188c93f5c35f5c00ca7b755935b3e2058bb4bf5bc7e0e7a34591fec4beb154

Observation 2f8f0778-ee98-4b83-a58e-a50cbae13621 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:10.765691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:01.637650Z digest=sha256:96bb457f67ae3d9810de4d1b1b301cbb6b868afafba74b4b3bc1576734f71663

Observation b64d0c46-5a1e-42ad-8bb5-4ccb7dc2cdfd · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:10.551501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:01.903989Z digest=sha256:a865e1515f1d499f6ec67929de1ab444c2bf97554118aecb84456a6ca98f065c

Observation 3a3a2a9b-3f0d-4f23-b911-6a4a8e367185 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:02.022325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:02.022325Z digest=sha256:4fd60b8d059cfa927548fb898ba7ba8e579112c0ea9937fc405407f793bca44f

Observation 036e8837-46af-469a-8ccf-e855e66a5ba1 · outbound

This paper cites Fernando, H.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Fernando, H

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:10.454352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:02.164005Z digest=sha256:f05b87eed863d740fd650b44d7ae6f95420245784be21eaefea502357d56e443

Observation f88d29f8-79fe-47e6-94cc-79d49c1d5cbe · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:10.301770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:02.273823Z digest=sha256:2624f99a5790d743ee6c9e81948a0fe0f078f6e1d19fe189b8fe5de285641cf2

Observation f3f8baed-4996-4f75-9856-f61f16d89af0 · outbound

This paper cites UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:02.377695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:02.377695Z digest=sha256:9f42b46f079f547b382392c8eec5dc666fdb00947d758e109304b6a89f5fce7b

Observation 1c690af6-daa8-4f4a-872a-d541d5df8ab3 · outbound

This paper cites Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PET.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PET

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:01:05.980724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:02.486203Z digest=sha256:b4b4d754e8ac5b0454fc4d548003d4128b23f6136f031d722217101dee01dccd

Observation 06d753be-dab0-4e96-9fa9-d8923a61cac6 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:02.599003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:02.599003Z digest=sha256:3dc462605a300a26d71bd822fa73a82809a6a82e23979553331dbcb9a0d24cf8

Observation 34561598-f1cb-4603-a6ca-ac12d867ce00 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:10.131516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:02.666015Z digest=sha256:b19ed3cd0a8428606ba24cee6dc0caf21be74ddaedb7814658ec48266fcda7e0

Observation dc15b591-53de-409b-9b95-b36dee6e3144 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:09.954889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:02.767526Z digest=sha256:cddc77f5660b4b02740f4e3e3524b881971661a2b7863588ec50bdfbcb17955a

Observation a8ad3e7d-11a7-4775-9f5c-00c52a8d6e75 · outbound

This paper cites Huang, H.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Huang, H

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:09.817309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:02.862663Z digest=sha256:929dc7c472de10d56c7279575e60cd528d5194c635574846beddf68a38e99b10

Observation d51ae737-71b6-4768-9b5f-2aeb19543162 · outbound

This paper cites Huang, A.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Huang, A

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:09.617957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:03.125435Z digest=sha256:0983bd5e867ba89f03a9cceca01dc9994260f55a1b503d28d933baa6911300d7

Observation a4d72827-5090-4489-a4bc-c7912cb82e76 · outbound

This paper cites Jeong, Y.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Jeong, Y

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:09.526257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:03.224850Z digest=sha256:28009748fcb405faca27065e769e0a315581393e8b32e5effe0a710710c7d34d

Observation 184e8d8d-fedc-41a7-a431-3f753a5d3eb4 · outbound

This paper cites Jiang, C.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Jiang, C

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:09.410184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:03.336313Z digest=sha256:4d128e7e858c7544e28dcb2ac43836a0b772fa4c248f1fd1d3624a8e062c7eda

Observation 0d5c5f85-455a-4bec-b9eb-519f6d486b78 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:09.240633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:03.430660Z digest=sha256:d456a5a7b492b97bc153b88f63a3d4ec2992275bbc0c9434a4510ff23dae9724

Observation 6cce0046-2af4-4b0a-8ea9-eac990e809a6 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:09.072610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:03.509432Z digest=sha256:4f6948e2f71f4f084a8d7fd5c1b5157d43f72a4b5b66265be93a44ed11c369e4

Observation 4f4a9c86-1d0a-46ac-8409-9f063464cef4 · outbound

This paper cites Landman, Z.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Landman, Z

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:03.584460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:03.584460Z digest=sha256:cd33bcfd1b424b85429bf02fbc8958de5a784a8b0f69567223ebbd46496315b9

Observation f179fb49-55ec-4854-8656-929736fca972 · outbound

This paper cites Linmans, G.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Linmans, G

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:08.944791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:03.635599Z digest=sha256:a69a520ed40f105e006bf7e5d5751c8cf09397016cfea052e35c4a667efb2c22

Observation 090d4053-1c5c-48ee-bb07-ddd1918e9096 · outbound

This paper cites AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:03.755140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:03.755140Z digest=sha256:a735e28d68da8de59f179c439e4cbf4c1709ecc95865bd78d063300e6f4fd0a6

Observation f81efa8e-6a25-4b11-9d24-51eff8d72b95 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:03.835627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:03.835627Z digest=sha256:9c140b98d647fb2b10156ca75c473a00ca39744780effed7c1ef4e68464ed9ea

Observation 7393db91-4ddb-4138-bc8c-108c84aa648e · outbound

This paper cites Montagne, F.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Montagne, F

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:08.784608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:03.926712Z digest=sha256:da68300deebc134550cca6ea8e6fc786e1bdc11b2b34cb57a648b477754e2cde

Observation 4efa476b-55c4-48b0-82ec-8f914271aff5 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Representation Learning with Contrastive Predictive Coding

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:04.006163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:04.006163Z digest=sha256:aa67d595211cd63c07bd2cfe810dae4c5e9a646a42478046a33238e82b74b98f

Observation ab119556-76b4-4ca5-a140-b25d7046b79a · outbound

This paper cites Radford, J.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Radford, J

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:04.147675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:04.147675Z digest=sha256:9789db6d6c95835075721a9489c65c970e5a458d7d7092b3f792ac41cd2c56e0

Observation 312a3b29-e2a7-407a-b6ae-e6906c82da78 · outbound

This paper cites Schroff, D.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Schroff, D

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:04.235202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:04.235202Z digest=sha256:28956661d584cf53b9940e5a25ecde6086873606cbf21858106eb85b7a1d462a

Observation c7f2e604-c877-427b-b3a7-74898c6bfd83 · outbound

This paper cites Sheynin, S.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Sheynin, S

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:08.624737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:04.313296Z digest=sha256:adeff890ea2e2edb9401bdc7529dcb87b8bd387d71e7b639a21d171abfe0f852

Observation 59738965-1871-4187-96d9-02c87c0827fd · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:08.468549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:04.433754Z digest=sha256:bbe7c311cb2600cc92173375bab74b587381b87133557fd3177cfa34e7dbf03e

Observation 8e0f756e-3691-4d63-ad40-a6ba4bc2127a · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:08.292749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:04.619225Z digest=sha256:631a20a7501089b4ef1510a69daf398d257aabd775698e9fd9dd3c635899c897

Observation 478096a8-786e-4dad-bf4e-d61362157ad7 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:08.106468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:04.726593Z digest=sha256:5d225eeeaaff986534c6dfef65b8a6d1f8725c678813a08e91e519828f53598f

Observation e275f8d4-dad7-41a2-af75-d12064cd5022 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:07.964103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:04.841746Z digest=sha256:319da6c4715053b045dd42e1d014974c3801e2c26426d90e0688816c575131e8

Observation 7d7dad59-e8bd-4cf9-aad6-c6743c858974 · outbound

This paper cites Xiang, Y.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Xiang, Y

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:07.755741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:04.905675Z digest=sha256:4ccfa4a7034deeb913eac49e4113f26c4355ca7a9f3076f4b18f8d462cc106c1

Observation 09deff3e-348a-48b6-b60d-558eb9606c37 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:07.621316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:04.976560Z digest=sha256:c1ed19923d767886b379b763e1c8b1102f5142bfa9a0d5ec7f7cd4cf96750025

Observation ec0e8aae-5d49-43a0-8558-493b7303b325 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:07.374117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:05.207456Z digest=sha256:60f8f90f5d462d31782ae5371aa6200060b0bac2feb990ce0c9b845afecb4669

Observation 219d67e0-a341-4fc7-a721-e74eca0b482f · outbound

This paper cites Zbontar, F.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Zbontar, F

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:07.237005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:05.264070Z digest=sha256:7b3389f8f4d95cbe2d2d175187a9ada40080d633c3922eae2143741ab970ea47

Observation 0ce6fe0c-55e4-4812-890d-c9481c6b35eb · outbound

This paper cites Zhang, Y.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Zhang, Y

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:01:06.993154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:05.346991Z digest=sha256:d3a2aa09643d401cf560211b97137114a6e412de8f1936cc0fa7761ee8ee2397

Observation b9e407e8-ba60-47ce-8b99-409010f513e6 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:06.784317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:05.395480Z digest=sha256:a403a917353705dadc74e6d40be97a150f61beb0576af2e2be71df6652648a09

Observation 5bf20347-afd2-4272-8e42-30b873dbc8e5 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:06.560829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:05.505273Z digest=sha256:d310f8c6c13abd8607e6475af791286724330d2d19621c285327c1df2732ceea

Observation 56b03336-b7bb-4471-aca6-0c47bfa5fb05 · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:01:06.301736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:01:05.623365Z digest=sha256:72fd1446407870bbe9f525d26aed11476b996a2e4b87b5c8262178c34f491f02

Observation 64b1236c-fea9-4d9d-8a96-2c34945093fc · outbound

This paper cites an unresolved cited work.

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images Unresolved cited work

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T15:01:04.543853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:01:04.543853Z digest=sha256:8a56da91233d3e04b05ee2071315e2e4124bdcae7fd6a1e8473d7e51b493e534

Pith citing papers

No inbound Pith citation observations are available.