Pith. sign in

Paper Citation Record · LEDGER

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation

As of 19 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2502.02024.

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

pith.paper-citation-record.v1
2502.02024 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T13:41:40.461429Z

measured 67 of 67 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

67 of 67 outbound references displayed

  • verified exact0
  • verified fuzzy33
  • unresolved32
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2fe33c87-e980-42cd-9303-01616496a5c1 · outbound

This paper cites In: ICLR (2024).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: ICLR (2024)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:41.060206Z

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=2026-08-09T13:41:40.251904Z digest=sha256:194b1a8702a32c3f0f8d76fecaa0b8c4f243ce42ebe6df3aa4092e1b6254f487

Observation ac9f9092-f0bf-49ec-92c5-3eaa2d61da8b · outbound

This paper cites In: Medical Image Computing and Computer Assisted Intervention–MICCAI 2019.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: Medical Image Computing and Computer Assisted Intervention–MICCAI 2019

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:41.051794Z

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=2026-08-09T13:41:40.257132Z digest=sha256:8b98e288ba792d5742993eb243cf58f152545a7258ed55c7e76c13dc67b81a43

Observation a1ea3fea-77ad-4615-804f-5bdb63cb9f95 · outbound

This paper cites Zhao et al.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Zhao et al

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:41.043426Z

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=2026-08-09T13:41:40.260429Z digest=sha256:b800338f60b83c49961e9b2edc8e6936609098d056c5997e89c9d3ae79a2be45

Observation 4e4cead0-f655-42d2-a245-38b2ccfa0cc2 · outbound

This paper cites In: European conference on computer vision.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: European conference on computer vision

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.263501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.263501Z digest=sha256:632f182ff940beab2b5f330d158aae647daea90afc10c95bdfb18a664f2e2bc6

Observation 630d33d6-da3c-4ca8-8300-f65b4eed5794 · outbound

This paper cites Medical Image Analysis p.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Medical Image Analysis p

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:41.030395Z

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=2026-08-09T13:41:40.267620Z digest=sha256:6fa50d707ca609eb6083a764f04443a223f5cf0c39d6aa8f8f15ab60ab86ba2f

Observation e4c9ea3e-60bd-4f7c-b53b-dd13f415a2de · outbound

This paper cites Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.271256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.271256Z digest=sha256:8dffd8d5fd66d132805099f9a189f66ec20f12338e2c6143f5af2c7e782be477

Observation 74651649-2955-4c83-ac4d-a275cae8da2f · outbound

This paper cites Medical Image Analysis 80, 102485 (2022).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Medical Image Analysis 80, 102485 (2022)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:41.022193Z

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=2026-08-09T13:41:40.275320Z digest=sha256:adc7b060246ebd606e16e0ac3ef9e8850a34946374abe87fbe01df61119551fe

Observation dbe7ce25-bac2-4bba-8246-ae6ed376755a · outbound

This paper cites Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.278558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.278558Z digest=sha256:cb3cdf5e5eb864392f08c80c97d49b0f7a335cd216d6a6e91dd48d177de1dfed

Observation 37873d4e-90e0-4c6b-b90b-512b4ef45622 · outbound

This paper cites In: 2009 IEEE conference on computer vision and pattern recognition.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: 2009 IEEE conference on computer vision and pattern recognition

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.281907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.281907Z digest=sha256:f36eaaa88a1d6a457d9bd0dc1a3be53a2529f39370eb9544c7a462c329c0af02

Observation 9fdb5991-1302-461d-9e56-648246abafe0 · outbound

This paper cites ICLR (2021).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation ICLR (2021)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:41.007657Z

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=2026-08-09T13:41:40.285065Z digest=sha256:f014d114644b33f76237797edba796a0aed18fb52da37132d1baebe009a5f92d

Observation dd653147-d10d-42d0-955d-aa6a156844e2 · outbound

This paper cites SliceMamba with Neural Architecture Search for Medical Image Segmentation.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation SliceMamba with Neural Architecture Search for Medical Image Segmentation

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-08-09T13:41:40.685489Z

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=2026-08-09T13:41:40.288117Z digest=sha256:6f8870359a5e262516684df30883707b7dc0b1c6e18835e968af79385c3d0351

Observation e12fc39b-7d4a-426a-912b-e7f23fd1e5b1 · outbound

This paper cites In: Proceedings of the IEEE/CVF con- ference on computer vision and pattern recognition.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: Proceedings of the IEEE/CVF con- ference on computer vision and pattern recognition

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.999071Z

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=2026-08-09T13:41:40.291701Z digest=sha256:62dc35abe9962b2d795fc911d96836d339078a13d962023cad49be9feeed8f5c

Observation eaa8478c-c53d-4b3c-8a25-28e8188fa0fe · outbound

This paper cites Physica Medica85, 107–122 (2021).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Physica Medica85, 107–122 (2021)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.990735Z

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=2026-08-09T13:41:40.294805Z digest=sha256:3f6af144c42a62238d47c7ee91d3fdb111295cb807962c0ddeba5e85d4a63865

Observation 7cdaf6a5-5a60-4948-8f22-825e54ec013c · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.298130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.298130Z digest=sha256:b31905b7210030760452c2592f500cbb16e37b0f79ed7a0f0bd174ea1cb31a4d

Observation 49dd24ba-6aa1-427c-8855-80496bc3b036 · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Efficiently Modeling Long Sequences with Structured State Spaces

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.301608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.301608Z digest=sha256:ab920ca6018a1325013186a74fe2ece64f69361281cf57d4b0fb3359f76d8ce3

Observation adfb14dd-ce3f-4064-b78c-b89961889e02 · outbound

This paper cites In: Proceedings of the IEEE/CVF winter conference on applications of computer vi- sion.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: Proceedings of the IEEE/CVF winter conference on applications of computer vi- sion

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.305022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.305022Z digest=sha256:a9937b346155d93d9549fafafaedff1698b89f6aad0bdbeaa0d0c74825284578

Observation 46a10640-2314-4494-b248-64f89052ccd7 · outbound

This paper cites IEEE Transactions on Medical Imaging 42(9), 2763–2775 (2023).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation IEEE Transactions on Medical Imaging 42(9), 2763–2775 (2023)

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.308164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.308164Z digest=sha256:053f1fab64ebf74596b5cd0df48b310bf8323951a320434a5c446ba7efdf2cc1

Observation 314d1dac-a74d-40fa-b26c-4208168aeb2f · outbound

This paper cites MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.311208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.311208Z digest=sha256:a4ff71a09f7d6830409d2505b3b7c6bbe4b2bf726df84b73613cc46eeda91107

Observation 7d07d65d-c728-4508-a230-720d49f0398a · outbound

This paper cites ECCV (2024) Title Suppressed Due to Excessive Length 17.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation ECCV (2024) Title Suppressed Due to Excessive Length 17

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.970775Z

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=2026-08-09T13:41:40.314812Z digest=sha256:7eb09149431e5936d516234969c6440977939a7276c961da63abbd5c3f548248

Observation 4afb5a4e-d77e-4c8f-8ccb-97384dd5b807 · outbound

This paper cites MISSFormer: An Effective Medical Image Segmentation Transformer.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation MISSFormer: An Effective Medical Image Segmentation Transformer

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.317736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.317736Z digest=sha256:1136a37851097c3e51401e5abf960cb1d6900bf9506f0fcd167349c72d82b6d1

Observation 0a74a5bd-a43d-42a0-bac1-587d554d15e2 · outbound

This paper cites IEEE Transactions on Medical Imaging42(5), 1484–1494 (2022).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation IEEE Transactions on Medical Imaging42(5), 1484–1494 (2022)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.962255Z

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=2026-08-09T13:41:40.320368Z digest=sha256:c4f20534bba882868e11305a76afd8740ad73b67f903e02d9b500b50541e3608

Observation 01b7ce4a-6d9a-4fa5-b42c-c0c360b4ec0d · outbound

This paper cites Nature methods 18(2), 203–211 (2021).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Nature methods 18(2), 203–211 (2021)

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.322740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.322740Z digest=sha256:05476607790be0b7b8a3bbcbb4a059afc03cd96e076bbf5f175a94d987947070

Observation cde93755-7c54-484c-8a20-25c6dafc745e · outbound

This paper cites Advances in neural information processing systems 35, 36722–36732 (2022).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Advances in neural information processing systems 35, 36722–36732 (2022)

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.325205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.325205Z digest=sha256:b2c5b613ff96205b07f5da2efc889746c9f6d049c7f692480b54fa3a451e210d

Observation 99910e9a-fb4e-4058-9b89-f2367dd49d2e · outbound

This paper cites In: Medical Image Computing and Computer Assisted Intervention–MICCAI 2019.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: Medical Image Computing and Computer Assisted Intervention–MICCAI 2019

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.944771Z

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=2026-08-09T13:41:40.327834Z digest=sha256:14a7d1a35527c85a8620b07feff689168a0dac2486d44c85ee6758a23217c5dd

Observation e01c6935-cdf7-4a7b-b04f-65b57d244949 · outbound

This paper cites an unresolved cited work.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.330191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.330191Z digest=sha256:61fe3a1e6428b7bc6952c6494da728e7b810aa9db5b9d0f09732cee861dd0624

Observation 274aaada-90f8-4dbe-b1fa-ebec7c337e20 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.932799Z

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=2026-08-09T13:41:40.332666Z digest=sha256:a5f6940af1a8630f89e41a023dacf514ad2bc46bb78c11e1d6a14e7e91f5f7f8

Observation 3a7e0638-b400-4c9c-8e0a-5d57d8003390 · outbound

This paper cites Neural Computing and Applications35(30), 22071–22085 (2023).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Neural Computing and Applications35(30), 22071–22085 (2023)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.925167Z

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=2026-08-09T13:41:40.335590Z digest=sha256:08ba4a9a642fe9de781db57605f1d0e3693345a0d26ac7bf093a198452ffc120

Observation 76394a48-f562-4dbb-a54d-2251bd9c6290 · outbound

This paper cites ECCV (2024).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation ECCV (2024)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.916902Z

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=2026-08-09T13:41:40.338770Z digest=sha256:a533fd2057e4751e9fa7df96967df03f9f48abf564b4c7901c35f15b4e703461

Observation c64adfd3-c90e-4eef-a310-2a8c21f4d058 · outbound

This paper cites IEEE transactions on medical imaging37(12), 2663–2674 (2018).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation IEEE transactions on medical imaging37(12), 2663–2674 (2018)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.908616Z

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=2026-08-09T13:41:40.341756Z digest=sha256:f0acf13203767d6b562b28529ecf62e45b712580b5e604c60bd4a8a08d204469

Observation 73a4bad7-4f52-4258-b2bc-099ab4934e6c · outbound

This paper cites IEEE Transactions on Instru- mentation and Measurement71, 1–15 (2022).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation IEEE Transactions on Instru- mentation and Measurement71, 1–15 (2022)

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.344885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.344885Z digest=sha256:c21dfd2b5bece10de93085701cf430eb062fd50b66a763c8e14e26c8ee1a89d9

Observation 2678bd40-e8b2-4fdd-ab8a-ef1a5cbf3248 · outbound

This paper cites In: International Conference on Medical Image Computing and Computer- Assisted Intervention.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: International Conference on Medical Image Computing and Computer- Assisted Intervention

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.347775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.347775Z digest=sha256:ba1b0dfa3998c7385efbfc29aaa94be46a048055fde1345c052400688c3c4ab5

Observation b21f86d1-4290-4fbe-8a3c-8e042ad6a89d · outbound

This paper cites VMamba: Visual State Space Model.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation VMamba: Visual State Space Model

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.350772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.350772Z digest=sha256:b8a982e4140c04b1059f9e51b8fda123653b59c34277ecf02b337c26cc132efd

Observation 02e3fc37-aec3-4700-b7f9-c5643117d0d9 · outbound

This paper cites an unresolved cited work.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.353942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.353942Z digest=sha256:82df504a69cd9ff45e85524958b91e2990c987b11fb422d4dbd6b54cafaf6f7e

Observation be19cc08-baf8-459e-8111-a6bdec52fc25 · outbound

This paper cites Biomedical Signal Processing and Control 79, 104203 (2023).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Biomedical Signal Processing and Control 79, 104203 (2023)

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.885416Z

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=2026-08-09T13:41:40.356768Z digest=sha256:550586688233e6ac1abe4601abb92920766a8064f313e8ada87814979cdb90eb

Observation b3a7b2c5-ecd5-43b3-b059-a0ab7f917ff5 · outbound

This paper cites U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.359679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.359679Z digest=sha256:e3beb14b861ad9de31fc0b6ee38db28f4a089a742e7e50b1717d14326660b65d

Observation 20fbd022-7f1f-4091-9134-9232f308d98d · outbound

This paper cites IEEE transactions on medical imaging39(12), 3868–3878 (2020).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation IEEE transactions on medical imaging39(12), 3868–3878 (2020)

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.877098Z

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=2026-08-09T13:41:40.362942Z digest=sha256:28997d162089c2c16fd5ed27de11bb12dd3cb8990fa65495dd3496413a154927

Observation 0d5a951d-9d9b-4164-af09-7ac14f76da63 · outbound

This paper cites Zhao et al.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Zhao et al

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.868497Z

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=2026-08-09T13:41:40.365872Z digest=sha256:4ee29f02efda3bc2558bd5da98fb3e9bbda687d6d4591660395192c85e0e691b

Observation 5f7ba4ee-848e-42f3-ac70-718623c832ef · outbound

This paper cites Attention U-Net: Learning Where to Look for the Pancreas.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Attention U-Net: Learning Where to Look for the Pancreas

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.369003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.369003Z digest=sha256:17045c99d095c54de49b8a62c71a07a66db75a80e765702ba1f5c6a6be0f9064

Observation 9ab8cd6f-9374-4f5a-b067-d0eb9aef020b · outbound

This paper cites In: MICCAI.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: MICCAI

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.372568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.372568Z digest=sha256:491b78a7810c6776a9d3ae49a6d53a3e71e9c6058aa35eea14c1801c7c14ad99

Observation d796f75f-2776-4e0e-8d11-5df6146601ac · outbound

This paper cites VM-UNet: Vision Mamba UNet for Medical Image Segmentation.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation VM-UNet: Vision Mamba UNet for Medical Image Segmentation

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.375910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.375910Z digest=sha256:728ebe0ed617f030199ff9753193bd327620f2d1d0828496d500bc57a7633d4e

Observation 2bf0181b-25c9-4602-865d-5718eb3135e5 · outbound

This paper cites IEEE transactions on medical imaging41(3), 608–620 (2021).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation IEEE transactions on medical imaging41(3), 608–620 (2021)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.855034Z

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=2026-08-09T13:41:40.379290Z digest=sha256:9a71dac4ffa8fff4634e3441133990e7844f3242aaf1006ce63b2189f8fd57ee

Observation cd0ed944-f0df-48ab-81bd-e1b04a43c399 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.846172Z

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=2026-08-09T13:41:40.382554Z digest=sha256:38dde32357e7801605799cb96ba95257ecf91497869495f81136da1b7afb5f0d

Observation e348c3e7-833d-419d-ad1a-c6d784f50dfa · outbound

This paper cites In: NeurIPS.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: NeurIPS

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.837592Z

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=2026-08-09T13:41:40.385752Z digest=sha256:c5d6ba4188d35b2e154454c673fa4ce493c0fabe800aa1205d3cfd7e8f0d041f

Observation d85708bd-6787-4587-9e7b-a74070d1ef2e · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.829266Z

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=2026-08-09T13:41:40.389014Z digest=sha256:50848bf91dda975e0511c4342a8336cce01b899f57eb257a61194e274b8e8530

Observation 8597a0ef-5d56-4f69-a536-e2f255970205 · outbound

This paper cites Mamba-R: Vision Mamba ALSO Needs Registers.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Mamba-R: Vision Mamba ALSO Needs Registers

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.392322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.392322Z digest=sha256:40d797d5b872eff1adcd209c1e9a66dfacce48bfcf6dd0ca71e89ecffe89f8c4

Observation c0b0284f-8813-48cd-b292-038f999a950a · outbound

This paper cites Neurocomputing338, 34–45 (2019).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Neurocomputing338, 34–45 (2019)

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.395979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.395979Z digest=sha256:e9e54c255dcd399abb61869616d096585efa52f35dd264f6bfe49205c360fd1e

Observation 8bbd879d-6aa9-4c7d-8916-7eca772882f2 · outbound

This paper cites In: ICASSP 2022-2022 IEEE international conference on acoustics, speech and signal processing (ICASSP).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: ICASSP 2022-2022 IEEE international conference on acoustics, speech and signal processing (ICASSP)

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.399137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.399137Z digest=sha256:71efa6b221abff462da34b7c31f61031536a7e5f891607809054f3d6f6e15691

Observation 644f04d3-1437-49cf-b3d7-0d17e3fae197 · outbound

This paper cites LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.402592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.402592Z digest=sha256:009c47efee4a7c576f9334a98a86ed518b5eee0ea354625ea8b4db791668a3cf

Observation 95b6127f-bd39-46fc-b47c-17a14ba89a85 · outbound

This paper cites Medical image analysis55, 88–102 (2019).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Medical image analysis55, 88–102 (2019)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.810268Z

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=2026-08-09T13:41:40.406379Z digest=sha256:b30313bfee17beafaf4eac71e9ef0cf6f233fa0b952995ceb865aaa756f0b898

Observation 6dc6a0b4-761f-4930-9bf4-f5187d0d9941 · outbound

This paper cites In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Reference 50

Resolution
malformed identifier
no resolver link, observed 2026-08-09T13:41:40.409653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.409653Z digest=sha256:2bc910df7891e49f53874b964fb6f0ff6b79d9073ac47378c918fb202edecd8f

Observation 1c617d11-8f3b-4bbb-a9f6-25edd0fbd901 · outbound

This paper cites Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.412951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.412951Z digest=sha256:5285151dbd6e154620f4371b5aeeae406d0060e3de47d5abfec831347eb592d2

Observation 4f8882e6-5f23-4a33-9ef8-92abcf1b360f · outbound

This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.801925Z

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=2026-08-09T13:41:40.416466Z digest=sha256:736f0cc256fc8eb0175d4cf319acd8151301e7877fdb299b63cf3af8cd795d1c

Observation ced842ac-c4ab-43c4-8f59-b2f671157333 · outbound

This paper cites Medical image analysis65, 101766 (2020) Title Suppressed Due to Excessive Length 19.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Medical image analysis65, 101766 (2020) Title Suppressed Due to Excessive Length 19

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.793149Z

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=2026-08-09T13:41:40.419204Z digest=sha256:8ce4f3484f56d84747392fa43697ae9056ab81909e834b873cd261b47877263a

Observation 1ee87f73-2895-4cf7-9bff-d082d87b81ed · outbound

This paper cites SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.421589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.421589Z digest=sha256:4bb59df38e3c0ecfae652ae30432b4923144aae8d0cec93e55d42c790e21864a

Observation 46856c10-9364-45fa-915e-c88f3bd84f9e · outbound

This paper cites MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.424082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.424082Z digest=sha256:804065b2e73c3324b4b2c00bc79a935a104f2282dcd24a2b4e035fb225d82fe6

Observation 01acde5c-e4bb-40c9-949e-86f7914c242e · outbound

This paper cites P-Mamba: Marrying Perona Malik Diffusion with Mamba for Efficient Pediatric Echocardiographic Left Ventricular Segmentation.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation P-Mamba: Marrying Perona Malik Diffusion with Mamba for Efficient Pediatric Echocardiographic Left Ventricular Segmentation

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.426896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.426896Z digest=sha256:2a5111c55db88bd2d52097dc421c7e50fb621e1199af40f2617792d1b93dc584

Observation 352ab9cf-87a8-43db-8e2d-150b2bef978e · outbound

This paper cites Frontiers in Neuroinformatics 14, 610967 (2020).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Frontiers in Neuroinformatics 14, 610967 (2020)

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.783173Z

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=2026-08-09T13:41:40.429777Z digest=sha256:f2c9a9089090666a54f78bdb3f8680913c193e467a0f148cf716a5b5b7cfa661

Observation c4ac6276-6736-4feb-89b5-11fc5af05555 · outbound

This paper cites Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.432972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.432972Z digest=sha256:1d4711408b1ead7678673fc2c00aa6309f9267009d73b821118bf1d908c4becf

Observation bb7f1289-aebc-49a4-a677-6ea8de3a90ee · outbound

This paper cites Artificial Intel- ligence in Medicine138, 102476 (2023).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation Artificial Intel- ligence in Medicine138, 102476 (2023)

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.774858Z

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=2026-08-09T13:41:40.436718Z digest=sha256:9ad972cb14d6ce0d8c54ee455a822afd6b21ce2d77aff892c2f38589b989ac30

Observation 20fd7a45-c100-4b50-9722-7f91f100fe66 · outbound

This paper cites In: ICLR (2024).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: ICLR (2024)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.765327Z

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=2026-08-09T13:41:40.440047Z digest=sha256:e868167a235ac607d775b4cf722967e063e4374e7910540862a35c7a98841bf7

Observation 9595ac7e-2962-4c41-af5f-d8c508d3bc4c · outbound

This paper cites In: 2024 IEEE International Symposium on Biomedical Imaging (ISBI).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.756457Z

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=2026-08-09T13:41:40.443294Z digest=sha256:7fee3e44c5e6a7bdb4927cdb16e145d7c155d1020ec2807a8f8ed0e40584c134

Observation 9de45307-38c3-46ec-bbf0-5e1adf633d64 · outbound

This paper cites International Journal of Computer Vision 129(4), 1106–1120 (2021).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation International Journal of Computer Vision 129(4), 1106–1120 (2021)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.747758Z

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=2026-08-09T13:41:40.446357Z digest=sha256:b874d1404c57f100e7502e62f555019e4204014fc8514a58b19847443a1eeb3f

Observation d611a4cb-f0e3-40c8-a19a-7fdbdb188995 · outbound

This paper cites IEEE Transactions on Image Processing (2023).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation IEEE Transactions on Image Processing (2023)

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.449244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.449244Z digest=sha256:c38011adfc2efe53da9b7ca8bd0b4994f477dfb66d0feb89abab9008e84066a4

Observation 0cf77f51-10c4-4852-a445-a123cbcd020e · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.733817Z

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=2026-08-09T13:41:40.452214Z digest=sha256:f7a29e6547c5cb2d2410cf2022606924325ae4884a78b5633e013ed117dfbfa3

Observation 95183ed6-ab5f-405a-b80b-327131d3f1d3 · outbound

This paper cites In: 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation In: 2019 IEEE Winter Conference on Applications of Computer Vision (WACV)

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.725084Z

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=2026-08-09T13:41:40.455131Z digest=sha256:9305b0c1d0df18e0b38e4c38f9b169ad271b678b55b92c366d125248eb5cd102

Observation db486de6-6da9-4610-98e4-528aabb2222c · outbound

This paper cites IEEE TMI39(6), 1856–1867 (2019).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation IEEE TMI39(6), 1856–1867 (2019)

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:40.458089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:40.458089Z digest=sha256:6b947dead0dd31a63294e56e210732b025be66fda765885919fcba69998b6739

Observation 69fa5eed-bc8d-4406-9332-2ccd1e5fa105 · outbound

This paper cites ICML (2024).

UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation ICML (2024)

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:40.711207Z

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=2026-08-09T13:41:40.461429Z digest=sha256:6382bfb7948535f2cdf3e1fe04a4555ddb08f5b290eaeab885b113cdb769f3b4

Pith citing papers

No inbound Pith citation observations are available.