Pith. sign in

Paper Citation Record · LEDGER

On dataset transferability in medical image classification

As of 15 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 4 inbound Pith citation observations for arXiv:2412.20172.

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

pith.paper-citation-record.v1
2412.20172 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:34:56.148934Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:53:32.343021Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T17:16:56.110451Z

Reference resolution

59 of 59 outbound references displayed

  • verified exact0
  • verified fuzzy28
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2c6bfccd-2b58-4c7d-aad9-be577f98f5e8 · outbound

This paper cites Cheplygina, Cats or cat scans: Transfer learning from natural or med- ical image source data sets?, Current Opinion in Biomedical Engineering 9 (2019) 21–27.

On dataset transferability in medical image classification Cheplygina, Cats or cat scans: Transfer learning from natural or med- ical image source data sets?, Current Opinion in Biomedical Engineering 9 (2019) 21–27

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.798948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.941623Z digest=sha256:7245cc57bc05c785d714f4160b54ed2bf64abd0fd83a78b58c190eeed7a13032

Observation 9eaf59a6-67f6-447f-82d5-a6efa10bb662 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.787664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.946016Z digest=sha256:8d6ae4be44935d66404bc955a77753811fa173f9e042ae249223db6369084e44

Observation cc83c299-2fda-4138-a796-a21d5484a9b4 · outbound

This paper cites Raghu, C.

On dataset transferability in medical image classification Raghu, C

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.777245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.949730Z digest=sha256:a52d1e87aa36fc732afe5fe9f2f264893c03cbe8aa75cc5db2a9c1fbbd5db76e

Observation 853fdea0-77c5-45c1-b9a0-1740e1a2c844 · outbound

This paper cites Mensink, J.

On dataset transferability in medical image classification Mensink, J

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.766783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.953948Z digest=sha256:1acd681414e767011e49ff0a63a91f8d39dd2ac47eb251811052b8e7c1ec390e

Observation de938cf7-46c6-45f3-90e7-9e627ddf7e26 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.756082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.957795Z digest=sha256:b768d86359b67fa5c03a2bfd53ba8969103ce63110bc908f63da42c58f7b9fe3

Observation 42380c61-a9a6-4cf6-8ca3-d3ccb4b54b79 · outbound

This paper cites Juodelyte, Y.

On dataset transferability in medical image classification Juodelyte, Y

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.745835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.961571Z digest=sha256:cfb3dfa289f49f60e33a80484ef5e6c87568ea06eda7b03cb7fee61b683ed8cf

Observation ff54557f-4351-4bcd-ba8f-ffd3974e1862 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.735035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.965489Z digest=sha256:38f5b09e1476da32441fd3229881e20946bc3b43c084f06058a29b60e5b5034f

Observation 45d2a097-9bb1-411a-a340-acc15bc617e8 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.724175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.968987Z digest=sha256:a51b53b4b5476f782d50a57a717466d528654b3b1e027804674c568991494990

Observation 061dd6cf-26fa-4dca-9803-ad94c71a4bc1 · outbound

This paper cites Bassignana, M.

On dataset transferability in medical image classification Bassignana, M

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.713766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.972419Z digest=sha256:62f14646a5d155bab15178fd80851f9dd39551c5baff830d9642fa7eeac2ded0

Observation eb76b954-3b5e-46b3-a0b4-fd842d6ea558 · outbound

This paper cites Chaves, A.

On dataset transferability in medical image classification Chaves, A

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.702708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.976851Z digest=sha256:7e1faadb0d38632e7ebd71d49a899f4d2738ebf9ffff66ec4ae98a6199d65684

Observation 85750865-b8a2-41b0-a706-0159a981a918 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.692375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.980344Z digest=sha256:734ec29f149fe2e623d498fe78ce70de4e8bf5aa95b269dbace828c62f1d33f4

Observation de3d8ce4-e5b9-4a1b-a874-596ff1631f1d · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.681724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.984188Z digest=sha256:f03422a33303f94505bb2b8ffacfdd35875a90f831336d18ef9942151ae527c4

Observation 928b551a-16e6-4a4d-9cdd-f0e453e510fb · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.671468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.987748Z digest=sha256:1044b5184d8c94a285d157fe9985dae13c0adcbcf366be3fd34129520114035a

Observation 1856ce4f-a5f9-4255-8220-41399f9340ab · outbound

This paper cites Achille, M.

On dataset transferability in medical image classification Achille, M

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.661579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.991186Z digest=sha256:e9049c183f1f89ebb4549f28f6807b712b6491bf5c485a155c720c7b7be888bd

Observation 1a725335-d036-42a0-966f-d9e7cdbbf5fa · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.651427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.994430Z digest=sha256:4cfb8224133db4bff7638f61c82450fc29fe8e55aed409e5e98636857955d3f2

Observation 5d50f7d6-2046-40c0-afd3-d69b41388793 · outbound

This paper cites Alvarez-Melis, N.

On dataset transferability in medical image classification Alvarez-Melis, N

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.641114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:55.998065Z digest=sha256:edd9c9d5e41658ab0a64ce085d6de07598eb323d71208d863bc6843cfa60bfc2

Observation 1951d698-6629-4275-b7fc-67dde67e5c4b · outbound

This paper cites Nguyen, T.

On dataset transferability in medical image classification Nguyen, T

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.630775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.001534Z digest=sha256:5ea0d15d2557c21e580064d684792ea15e4160797648f758475ce3a7c79002c3

Observation da02b3b1-c62e-419c-981a-698df5c26458 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.620019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.004972Z digest=sha256:af2234b6c56992b1de8e9d945cbd71445ac0a2f1a9946b93075df102ebdd7321

Observation c985b3f0-a625-420c-a826-bfc6ed899832 · outbound

This paper cites P ´andy, A.

On dataset transferability in medical image classification P ´andy, A

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.609960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.008507Z digest=sha256:5aea4c2dcd50f665450c6356f2f4718816bed12606c141502c53afcc7856c7c2

Observation 691ae894-4de7-46ff-af1a-a472644da747 · outbound

This paper cites Bolya, R.

On dataset transferability in medical image classification Bolya, R

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.599556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.012219Z digest=sha256:0e3c4377aac97c4d132e3b29b97a975e56e776e027c45dd2f26307bc588da6c0

Observation 68de3f14-faa5-4852-b18a-712017b91788 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.588878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.015366Z digest=sha256:ce3718d14e54b820a2bbb63695ea15b7da81b1f6442f9b717b5725a3321acab0

Observation 4d4d0bf6-8665-4614-a919-b9085d514515 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.578550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.018859Z digest=sha256:b8cfe0a5d48ae36ac164a23392605198dd31a416f3299b958dbc3a767c29a940

Observation b41c8c0f-4dd8-4c4c-b8be-0cf5308a90ed · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.567689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.022179Z digest=sha256:dd93f1bfd835cba2d529496b1e7cec8c2827ae5d8b159449729882cc94440a74

Observation ae98337e-709e-46f5-b131-ec7d46be6e44 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.557953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.025693Z digest=sha256:ef6a2e76d2607bad6835f9ecfdbb78a7b81010559d433845d10d992dff4ea1c9

Observation 3934f580-9fe9-4768-8968-d89eddf3f3d8 · outbound

This paper cites Papyan, X.

On dataset transferability in medical image classification Papyan, X

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.547271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.028993Z digest=sha256:b0e4171325f8006ba0b4d4babbec455cab0c246f2f41385699ac25f0e6974a8a

Observation a2520178-0984-4410-b43c-c6b83555f22a · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.536523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.032695Z digest=sha256:a2a6d50c12dbeebbda37876ac804dd92c8793f4b4d6a04c4e3a42b9acff32b88

Observation acc401b4-16b5-491f-80cf-262e3e6a5bd0 · outbound

This paper cites Molina-Moreno, M.

On dataset transferability in medical image classification Molina-Moreno, M

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.525771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.036527Z digest=sha256:407124361a642c37c594460040b22c33a375c96a5b04e969a3dc76bce00a40e7

Observation 84162bc4-05c2-4d00-8654-4011542502dd · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.515410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.040087Z digest=sha256:3f5e92bd99103575a5eb42ebb00207c816b21d421ec302855bf71eceef77bd17

Observation 965fb7a6-cf1e-49e1-949e-2d66edcb8fe9 · outbound

This paper cites Vigna, A weighted correlation index for rankings with ties, in: Pro- ceedings of the 24th international conference on World Wide Web, 2015, pp.

On dataset transferability in medical image classification Vigna, A weighted correlation index for rankings with ties, in: Pro- ceedings of the 24th international conference on World Wide Web, 2015, pp

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.504549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.043569Z digest=sha256:0913bdc2c47a04355513453803fdb5b8a804b642548b5af6f2b4cc96049cd537

Observation 38e41356-8bcf-41a1-83c0-712c5dea3510 · outbound

This paper cites Juodelyte, A.

On dataset transferability in medical image classification Juodelyte, A

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.493370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.046884Z digest=sha256:75e950997e9ebffdf1146fe86676fe3dab19c0e09caced4536d53140ab737de0

Observation cdd84735-8455-4974-bb43-8b7697698329 · outbound

This paper cites Goldberger, G.

On dataset transferability in medical image classification Goldberger, G

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.482225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.050247Z digest=sha256:0877d269471192ac5c58754affd32eccfa6743a73fdc907a2079bc5c573b8531

Observation 1cfe9d87-d3e2-49e7-8aa5-d79c4c2e13b2 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.471134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.053525Z digest=sha256:7825d9c4c50812e0ce1469534657052e6f4603c8168998036ec339fef0568336

Observation 0aff7f30-129f-4393-8f89-9d2d42dc4281 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.460292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.056869Z digest=sha256:345bb336305f930ab8402c98288d427a218de466bbcc9c7514c15852eb0a2255

Observation 4bd17353-1095-4539-9d3f-13a79cd3f619 · outbound

This paper cites PyTorch Metric Learning.

On dataset transferability in medical image classification PyTorch Metric Learning

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T23:34:56.060034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:34:56.060034Z digest=sha256:bb1c215b93586a6167dc49f79564751f126f575e6c4b0c61f1f67cc384819b47

Observation 4d6140ac-ba6b-4862-9db9-ba65ab9e7c88 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.449700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.063959Z digest=sha256:d3bc7a83e263ead8cd4795012f1a478f49ddbb8195c07c943081421fa036f0d9

Observation f362925d-006d-47ec-a712-d27df610ff00 · outbound

This paper cites Tschandl, C.

On dataset transferability in medical image classification Tschandl, C

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T23:34:56.067413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:34:56.067413Z digest=sha256:1f1a4abb0442006edc13e1fe30f3d3f3d51c5c067d0bbf8d66b1ad76435f76ac

Observation a192de7e-ff7f-4189-bb8f-9498bc574a3f · outbound

This paper cites Codella, V.

On dataset transferability in medical image classification Codella, V

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.433532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.070745Z digest=sha256:b01221d07379ed4d23a63bbd8215dcc47ddaf3171caab30e35a7c37f8a9fc9ed

Observation e038dd42-e556-4b4c-9178-3f7e4d4401b6 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.423178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.074278Z digest=sha256:4c8daefaa7c406bbc728b808fdbba7ef8e76ea3dc69c5b0f144e8a4b6ecec769

Observation 7a18cade-bcc0-4793-a670-4cf8d32c0e4a · outbound

This paper cites 11 URL https://isbi.deepdr.org/data.html.

On dataset transferability in medical image classification 11 URL https://isbi.deepdr.org/data.html

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.413003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.077895Z digest=sha256:f7cecdd93775a3dc0f0a314929407d9eefae39fac10469c7ca87e7663b48ba3a

Observation 33c51c9e-d1d8-4b39-8e3d-4bb56a55c5b8 · outbound

This paper cites Al-Dhabyani, M.

On dataset transferability in medical image classification Al-Dhabyani, M

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.402174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.081266Z digest=sha256:e83d4866d6d83e91544fb4f624073ea11976bc33da3f40b769ffd8a98455ccb7

Observation 2c298f70-474d-4dfc-b5cf-bb195152beb9 · outbound

This paper cites Acevedo, A.

On dataset transferability in medical image classification Acevedo, A

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.391876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.084728Z digest=sha256:99688d36179346e9832d1a0ebfcab626584fd9c40d4011c6691c1e91cc714f71

Observation 42bdaa49-d116-4cd6-891a-aa0b75438c3d · outbound

This paper cites Ljosa, K.

On dataset transferability in medical image classification Ljosa, K

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.381019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.088382Z digest=sha256:69b0ce4cd9b0b9459a75e7a05379fc8e61be2fa14642b1766c3dd5133f07acea

Observation 15c0e66c-4259-4f21-b9da-1c196054e4c0 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.370261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.092055Z digest=sha256:e9e0a3061a2897e93457421ab419a01be2e075fdb406a094d0d576756d31323c

Observation e11d0345-1465-4819-a6b3-c2b8bc66fbb0 · outbound

This paper cites Bilic, P.

On dataset transferability in medical image classification Bilic, P

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.359108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.095987Z digest=sha256:c52415e39c70bd3acc00ec9c18271d32581772a9f0b57628d2dcbca83f7379bc

Observation 2c8f1197-ea71-4030-bd1d-e6aa98ae87ed · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.348746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.099525Z digest=sha256:81fe814ee14137961005156a686facd764e26f4f3f8295741e3a8d61b3bd6384

Observation d2186d2b-94dd-46d3-8a85-05ec6aa51105 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.338413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.103044Z digest=sha256:5dd7a41f7c1b30036d0e874d3c7ff2f8b7b139886b1251e04f97ec03f309faf9

Observation 2ee7730f-4515-46fe-bc44-d19cd6192370 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.328386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.106470Z digest=sha256:250f8ea83ac0e43e5e26fb84065fdc6be3875f5a9d82ec7ee2f57d29fd926c96

Observation dc818505-8079-4dcf-aa7a-0020e1f30370 · outbound

This paper cites Rethinking the Hyperparameters for Fine-tuning.

On dataset transferability in medical image classification Rethinking the Hyperparameters for Fine-tuning

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T23:34:56.110019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:34:56.110019Z digest=sha256:dba4f462df465338cddf2246e3d1ad8a5837d4c81bc72bd37c40463af67655b0

Observation 9c9918e6-35a3-4a4f-b204-1c99d17c3d0a · outbound

This paper cites Robroek, A.

On dataset transferability in medical image classification Robroek, A

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.317850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.113967Z digest=sha256:e465e2e68c2212a971c8df7b9b45be121c263cd37c2be3f94dbbf7c42ffc3462

Observation 869d224c-55fb-4d57-aa92-9a7661abd004 · outbound

This paper cites Dem ˇsar, Statistical comparisons of classifiers over multiple data sets, The Journal of Machine learning research 7 (2006) 1–30.

On dataset transferability in medical image classification Dem ˇsar, Statistical comparisons of classifiers over multiple data sets, The Journal of Machine learning research 7 (2006) 1–30

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.306350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.117375Z digest=sha256:8bba4bc79421578c81e1c67f9d8e5d9e7d86bf801067e46e008ba7aba403701d

Observation 6d692141-2323-402a-be9b-44222a6d1522 · outbound

This paper cites Huang, Z.

On dataset transferability in medical image classification Huang, Z

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.294168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.120904Z digest=sha256:7c692c1f6891d61583003f81e6bd1071c8d446103c13e7a66575cf99acf81f59

Observation 3de4cd1b-083b-40d7-a1fc-5d56b7fe8c72 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.282265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.124515Z digest=sha256:4ff0bba3cdca0bfa501daa7e862f9d30c18f5ee1547e294a6032098937989b4f

Observation f37ed70a-f91f-4728-a981-2e08c9aa1e89 · outbound

This paper cites Howard, M.

On dataset transferability in medical image classification Howard, M

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.271587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.127985Z digest=sha256:2a1968f8e890a9fbbe47ad0b89118259b19a1262b0e050f8795894eb24d7e845

Observation be848f27-6242-4492-84c8-9dbf3ddd77ff · outbound

This paper cites Szegedy, W.

On dataset transferability in medical image classification Szegedy, W

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.259853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.131231Z digest=sha256:4cf20c4a059fffefdf00f2a8b584312f2f532047f8b22bc0d69adab39e1fd4c9

Observation 3924a037-9367-4d19-9633-80ba0f44fa4f · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.248523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.134781Z digest=sha256:7139aa582ee16cfa91f8c03250da4a42bc2ca35fb7398d1d759f25d136f524c9

Observation 62913409-f1a9-4aa8-a2cb-f2082b170975 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

On dataset transferability in medical image classification Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T23:34:56.138221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:34:56.138221Z digest=sha256:11f5eb2bd1be6ed83e96e3d8b86d0a3688f92c619279b8ee9efe782d67cdab81

Observation 832845bb-bb8f-467d-a313-a64ab9ac1031 · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.238035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.142015Z digest=sha256:5317529deafd7428d0759176c3133610ebd6e7126a3ac155033e0689eef87abc

Observation 2d25801e-4a54-4786-b0eb-2a22541da2ba · outbound

This paper cites an unresolved cited work.

On dataset transferability in medical image classification Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:34:56.225605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.145462Z digest=sha256:4c58d2fb5c126fe0fc17543ea4fb0bd9eb76a73064f1af7175b68d1c94dba93e

Observation 60f57ad7-158a-47a4-bae4-15f1ff332ec9 · outbound

This paper cites Paszke, S.

On dataset transferability in medical image classification Paszke, S

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:34:56.213429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T23:34:56.148934Z digest=sha256:b8c19ecdb24240c72225a8a46bb51fda5d0c228254c06301bd780619d45145da

Pith citing papers

Observation d528d866-0af8-410b-b88e-c8d99b84cc43 · inbound

Analysis of Transferability Estimation Metrics for Surgical Phase Recognition cites this paper.

Analysis of Transferability Estimation Metrics for Surgical Phase Recognition On dataset transferability in medical image classification

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-05T17:16:56.118264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T17:16:55.964807Z digest=sha256:49e26a14a122f2af00c889db77ccb192ae81a984c29fbe5dad4b764d546daade

Observation 86e00da3-b8c4-4199-a3cc-beb5f61db826 · inbound

Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification cites this paper.

Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification On dataset transferability in medical image classification

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T13:23:43.860723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T13:23:43.860723Z digest=sha256:c1bbc86c7d4b27f8d5c95e415891973fb3e0a0d83fb33dcceda81171bc1aaaa1

Observation 04bff724-adab-424f-a4a4-4053e3ea7f40 · inbound

Topology-Driven Transferability Estimation for 3D Medical Vision Foundation Models cites this paper.

Topology-Driven Transferability Estimation for 3D Medical Vision Foundation Models On dataset transferability in medical image classification

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-11T21:01:01.229500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T21:01:01.229500Z digest=sha256:81ca1fcbacd69de263b314e34fc7234ea05cb3633749d917989eefde7ddfca09

Observation e878027e-2ea2-4b28-875b-d7a5d8dfefb3 · inbound

Robustness of transferability estimation metrics for medical imaging cites this paper.

Robustness of transferability estimation metrics for medical imaging On dataset transferability in medical image classification

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T00:53:32.343021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:53:32.343021Z digest=sha256:57de462536cd4f0d800a99867e06c96bf2f5f26615a011f60c328d5400226a04