Pith. sign in

Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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=sha256:07ec42695668d4903c1c8da7dd9c9979754f4053e08a71eaa917567a81d0fb54

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:a54df1e7626b4ceb17063c06b339fb697f05d5b60846df9e5263c885dbe91ad5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:00.637610Z digest=sha256:55247e33dee2758cf6fded66966f1d03ae46c0730392815ea13bb169bfb80223

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:00.772014Z digest=sha256:f30521b4ab26997ea169e8b3d451139bdbe7ceb31661018a2e34b1e87630c317

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:00.903281Z digest=sha256:0185f2fe463dc15c3c02e1ad922ab2868b0bfb06b0eb165ca3979d63095b4b5b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:01.023452Z digest=sha256:45c245e1b0c5782520c46dbc1ef8baa49354d11712e309f3e911baa34f63529e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:01.162583Z digest=sha256:7b386a53a41ca78cc1f260c62c45b470ad5111fe037a3dbb54a292d6c90d2fac

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:01.354065Z digest=sha256:06e00789c1a42c8099fc3b71bc6a9f736be696f766d3ee81e6911975e670e5b0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:01.413841Z digest=sha256:b3333d516583e4540ec58d272f8e33169ddba48a6b29db695749591c9ca42a55

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:01.509345Z digest=sha256:c4207357cd6bc1a87012e86bf02617b84488f9fa06dc4609c8d43e40910a7229

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:01.637650Z digest=sha256:3fd4c711972f361fd7df735d89fbcd3994b36293932b0a1d617bd72e831e80a2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:01.903989Z digest=sha256:ddcba3c79b67e6b0a2d23d6c2c423e0b719199fa071a9a128ab951cadd995ac0

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:da90c0048b8189b9d7fe0fd3f11ab8f617e90143fbe57674b1caf4a0faf98180

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:02.164005Z digest=sha256:8fb334a54e961fd876eae020b6f38f0e1d61b6c10d2d2cd482c16dc073fdaa2d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:02.273823Z digest=sha256:6d40bf6b9384069511cc5d3c66a677b49475a4a232495e904456c048959d5d7e

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=sha256:9be793ab5442b154965803450494744bc7ba619057cf375979b7965a934fa737

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:02.486203Z digest=sha256:66f31dd62a45e0ea3514e542e327402196746abaafa324cb993ad39ccce5e5c6

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=sha256:3e8951431f05b2fbd337582222df277ca5300078db749fd10c365704b5d7366d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:02.666015Z digest=sha256:7a6ccd10f0ba4586f80ff3c7491856abcdcb90d8c0cbfbb624a70388929ccfc9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:02.767526Z digest=sha256:396c6f2b473ba402da48eeca04f34ed0f2398c5b8b33138dbe9daaee64b1a073

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:02.862663Z digest=sha256:5763510d03657b965e7ed59a821102ca7d96e54c2fab79e3c7072f00553184d4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:03.125435Z digest=sha256:153d36a7e2be55511fbb540e800c5df9c1fcc4ac8d116cfc7e3f06f2324dcbda

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:03.224850Z digest=sha256:b98f2ee7c4f64df37a8a4608f35abefe315572ecbc4f3eb127a6c0fe162144b9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:03.336313Z digest=sha256:500202be89c232ee352e760938813794f0702d9a1677c0236e5730b36aa6635f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:03.430660Z digest=sha256:6528b2936fa46b0cccdfbda3398a958c4f381470c4dcfd28472eed3c689cc3cc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:03.509432Z digest=sha256:dc3b057af6eebab4a0a63df6e3fd95d585f57cec0bbe6fa0dc882bddfd56f725

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:b6cae75eddde38f44aeb5f117f184afdb2bc4394e026f4a70a389c0e5acb29a3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:03.635599Z digest=sha256:c6bfd809c5c02fa9f60185c9b57dfed094c3cffc1b93b8d0fd70413a481e57a1

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:e805a809001ac2059f487eb2777efe599695c415b68018a058623accf29c01ee

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:dc00f0d788ea3df6b41cbd65216e19bf880f427337096681b4b69a2abe442781

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:03.926712Z digest=sha256:ce0d2b8a3a56262c99533f4c9df6913fde72f5f5c8a606079743a02adc92e317

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=sha256:856860be0a04384a17d3a0039e675a706fbef8a9f5ab5b27d15d761ceb51f6a4

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=sha256:6046bd8df8f93c0fc943ac021438f6f83873f32dbf91208d77286e88b2e1c5c3

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:ca361a194bc30106820f646fd868698b74850a3a373731f70767711b1131168e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:04.313296Z digest=sha256:7bd22b182fbba156edc6dd4e082d7eb38ff7b2b1e74b2ffb9f01eba147fe9089

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:04.433754Z digest=sha256:385ce5144962ea5162becfc40d54d76b3697f72c860000bd8588cd46816726fb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:04.619225Z digest=sha256:b2fd6c03c92d46804454a3c87b809ae4d3c780d2a60d248a6bc25f9367a2a9e7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:04.726593Z digest=sha256:12af3d8c4b2e6e159e4a301a7f9d45e868000599739ea240d1b2602cb8313518

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:04.841746Z digest=sha256:715921382017f874208becce7cc458a9d4ac10c2505c361a1de9dcca0353bb16

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:04.905675Z digest=sha256:4cdf7e40575f7b25c009e5ddd1408497d2210af4bb8d76d174c25bcd2a3eec02

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:04.976560Z digest=sha256:f4bd863be3c772067e69c5a1b30006e9d750c6b61776c921f3d1580ea86039ae

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:05.207456Z digest=sha256:c284664a588613177188b5f600f9c5f8256eca1fd946bca8e73a798d410c5d73

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:05.264070Z digest=sha256:fd6e82bb72a6560278fc987d19760e9382282c14981ef617631e1a5c317e06e8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:05.346991Z digest=sha256:5c86c0d16392fa04670274add7a63d1bf0a2efb5361cbb548d5bee8e13936690

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:05.395480Z digest=sha256:8c11c875fec2050f649db427d2c76f67cdc7b70262e5ba9d9d88bf5282afde8c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:05.505273Z digest=sha256:f922c6b3b01463bdc82c8383f423b0727836a46ed512cb7d0a0a07f68abedc1d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:01:05.623365Z digest=sha256:2db49243d7408cd1f2558150b9703ccc105997f075634ab8c6503fc57d6622da

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=sha256:5ad652a871a5c423de940e4cede5c965ff40ec864a190c62eccdb31899b1b4e6

Pith citing papers

No inbound Pith citation observations are available.