Pith. sign in

Paper Citation Record · LEDGER

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

As of 10 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 2026-08-09T06:31:02.800959+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

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

source=pdf_text observed=2026-08-09T13:41:40.251904Z digest=sha256:7d713ec35c4deb2fb74b36209ace44b6eb64622c901626f1f4d3a09fbf7b35c0

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

source=pdf_text observed=2026-08-09T13:41:40.257132Z digest=sha256:35cb562bfe811e49cfcc7f3a38988d3807e933fd5ffc03b77386f37cc36e8609

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

source=pdf_text observed=2026-08-09T13:41:40.260429Z digest=sha256:69bda9de15026fb69ca5fb8aeae1adc1bdfcfc97058e7cce9dfb19b21e9fa41c

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:b78a95b4adf3881c315ab02aa48386009efc4b97959b7291bed681f909808202

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

source=pdf_text observed=2026-08-09T13:41:40.267620Z digest=sha256:556dd1c55c58910c7f10ceacdeec42dd8ee2525e2918d123bcc65812feb4a8d7

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:fc8100c38f75ea4a09fcfdeb9f509c4d5937b4dd447638e554026a59f0c6aed7

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

source=pdf_text observed=2026-08-09T13:41:40.275320Z digest=sha256:65d7a4a04248861008e53dbaa7b2e733428a532be218c8676b7854ab95a8e5ca

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=sha256:0273cb617e5597cf54fcd4155607077e4caf8d2e104b1cb4f847889e0809f59f

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=sha256:963884ab06db519f1c6d85218cf21b0391b71d86cc1bab3056f8277977bbd1f4

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

source=pdf_text observed=2026-08-09T13:41:40.285065Z digest=sha256:6a90e8c0e0a51b345472d6348adf5f34d31995d94d2a634b629240eb16fd8f84

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

source=pdf_text observed=2026-08-09T13:41:40.288117Z digest=sha256:f2da1a0d16b9c11bf7f58bb1e4e99b799eabd987e9e7f6ea411ab190e0766079

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

source=pdf_text observed=2026-08-09T13:41:40.291701Z digest=sha256:6611f715ea03c6154e0e120a1b7a90ea051dc2f856c89e1369b86a92b745e077

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

source=pdf_text observed=2026-08-09T13:41:40.294805Z digest=sha256:14a6cf88da72a1170d0455282fefca0c8b90e91f81b3ad8720b7b91730992c4d

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=sha256:49fcf8ce8fc1d10d63f4ede9397a7a9f08ac9ba1b219bc3fd4b88c77b3683925

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:d72ee8e153d849a7d32b2620e00b12d42f82928ed01c226cc08a52f73f044319

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:cf6bc457c1467df3d143dd74daed5d64a8b946fd67d5119e2da45058c679a963

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=sha256:7a444c9c8269a3c866d1bce71890344279a69daef253c2e8e581d793ab5a0567

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=sha256:2e4c6639c0b03ba9f25b7a5729cabeed7a65719622f464fd10edc88da765bfa8

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

source=pdf_text observed=2026-08-09T13:41:40.314812Z digest=sha256:2d505f6480208a7a7fba1de1281b24160837e89016bca04f03bb93410adf3153

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:eeddd92c950923fd0c5969018f4c7f9c8099d0b6b96d96693780de7213ad0793

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

source=pdf_text observed=2026-08-09T13:41:40.320368Z digest=sha256:8605a4aa4c6e27f7dfe859432a25689ec74ba005ef49cfe17d5ef2e4f27afb84

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=sha256:820649ac633933b57b967883d0a9ca35f40ff2b35dad01e05b3a98497fd10f3a

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:ba7f1ef8902aba3167eef41c2bd6b6e257ac893a49ad502c508a33e664de2311

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

source=pdf_text observed=2026-08-09T13:41:40.327834Z digest=sha256:9083299dd63f309313d46be20bc5c51100b20ebf239a09c1ff11b218185dee7e

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=sha256:8e79bcfc0a9112d7a535fb38360a921d46a9c3bbe70e121580fdd2bb092f037f

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

source=pdf_text observed=2026-08-09T13:41:40.332666Z digest=sha256:32fe6c9614862fea8f0337640487740497e91277a70c578f4b9ee98587a28add

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

source=pdf_text observed=2026-08-09T13:41:40.335590Z digest=sha256:6d99c247115b0e1ec7f4015385af9a33977737865d162d92a64a915af62f3abc

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

source=pdf_text observed=2026-08-09T13:41:40.338770Z digest=sha256:0bce12dce02e6409ebce76118884f6bba4c39b07e541072c50caa07f5f7a8abb

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

source=pdf_text observed=2026-08-09T13:41:40.341756Z digest=sha256:aa41ebb045860a6b93f8b09c436360be837411fbeac24e2f17da84c709d8beea

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:e492d2ba1defa2554a11378ae04ec256b336e0e21d47fdc682c5b77921fc9360

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=sha256:707b84956e5f7bd7434f7f6e34647b277d6d23fe3d4184217bcc2acd61a55961

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:ef9522c7d956a392c8de87b41afb2a2fdc4ac7104c8a02f5cfeb48fd17625b72

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:e370a0745c1823303dffecf4b75ef7a73108b2033df454fb4ddbd4140b17f90f

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

source=pdf_text observed=2026-08-09T13:41:40.356768Z digest=sha256:a035c2b896f7e521a5e983e194a85076bfd20994408e160d62b9563ab30f490e

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=sha256:3c3f20e0f09233d478c7bf25acf16eb87fd5b4145545c727d2a61f6e1cbfb02c

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

source=pdf_text observed=2026-08-09T13:41:40.362942Z digest=sha256:1e11c9e496d8e97f86646d855436e6e617e0c9d24090a7cf0b0b0d963c695d29

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

source=pdf_text observed=2026-08-09T13:41:40.365872Z digest=sha256:7b9b2e62b9390aefb9266c8aa010d618262835c47a6750ad7a8bea3b9be5ae31

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:c10fc7cfb0ab42c50b84b08bb9fde327e109b79ab63467077e52db5931a1cd6d

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=sha256:5786bfd82203a474cda8f5948d87c5fdcf86648deb0041fd1b543bd715cd6e1f

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=sha256:30ce4b7a2fbaba586fc9a87048e402b84bc33f2b3bb47546705002f337c1bbf2

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

source=pdf_text observed=2026-08-09T13:41:40.379290Z digest=sha256:cc2883f5173eb63a5683890268885e1a2380b735171f67e1c9cb652b2ca20ced

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

source=pdf_text observed=2026-08-09T13:41:40.382554Z digest=sha256:b1a64f764e83ebd13144c80031fb9b41126115518256fc52a12d30333ff1d85b

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

source=pdf_text observed=2026-08-09T13:41:40.385752Z digest=sha256:32da6b3e9fe0a54f3d9956f878c9cb6590f78c7daa683c4fd5b9c44f2411ffd3

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

source=pdf_text observed=2026-08-09T13:41:40.389014Z digest=sha256:d289f69b0c814ebac8c5c485b64cb34d0e9661409471d83a1ecf61b7c9af171e

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:faee7d2727caf1d83a6ec38946122c24517a8af37a1937c621cdd272e0040105

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:bc92902088289cedf6d63343f245e589569d40b2ecf8c95860a815fd7fa6a292

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:a051f7354354c704c04e65b9379de5b01b7cc15e60f6b63101d93fb865e5f9ba

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=sha256:932cb0684f9497dd60a7f5cf6719481fe8eb001d0b0c4a00d0f6d62ce321f371

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

source=pdf_text observed=2026-08-09T13:41:40.406379Z digest=sha256:6d373671d7c6908dafd4bdec96e0efab413bb9fb8c4ca9f4ad4b185e436f151b

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:a93a4443414a33a78cf9d2339433aba6df1ef20e90da2ae4d6912384b09239ee

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=sha256:5ef7466a2eadcb8b4e1a3a19619305e121b6ea954f0a818483202818e46ff2e4

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

source=pdf_text observed=2026-08-09T13:41:40.416466Z digest=sha256:fc0223e0fccfa45dcedcfb3dd39306f1b35efb164a3b5bd409a39f55311a8479

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

source=pdf_text observed=2026-08-09T13:41:40.419204Z digest=sha256:fd426c4b0ddad320c3ff12f9851cbbb3aba1c96281e1d07d16170097ffaef425

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:f6a17544a302680ec407263d84e2e3742f78cb07c353177eaac766742c868111

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=sha256:8374cee727b6a422a11d5115a74771223ec48f96d7d1351e810f0ad330d8134f

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:a9ab25bb81bf81c439e93b41933d4d459fcd8552d981891b4d213f0500b54fa4

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

source=pdf_text observed=2026-08-09T13:41:40.429777Z digest=sha256:0d5f57048612b104de7723c7cb7b82f05d0ed92ae51c37f14ad68f5928576ea6

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=sha256:796a9f5e380e02012ae78ff0151dd44ccfb20b6a031db521fd4153ff823cefed

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

source=pdf_text observed=2026-08-09T13:41:40.436718Z digest=sha256:9ffc3c4d9fc0043d9834e94d197e90a38a24ea0d44bd8460766eacb33c3376e1

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

source=pdf_text observed=2026-08-09T13:41:40.440047Z digest=sha256:71a01c9e986060f561a2a6a39787d60a6dbcdb131fac306593de7b77a3f203cd

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

source=pdf_text observed=2026-08-09T13:41:40.443294Z digest=sha256:11242b2eafd267f6ef5b1c27dab2fd4ee40b13676009464fc093e9579f3df483

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

source=pdf_text observed=2026-08-09T13:41:40.446357Z digest=sha256:c178f601ac642567a2b901712b876cbab48eb74395116564160702eabeefa9a3

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=sha256:8e58b97ad12e7dea32a6a038aba3a54b69247bb34326a3c79e5b479c81982e5d

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

source=pdf_text observed=2026-08-09T13:41:40.452214Z digest=sha256:b70cb8aa5f330a936b1834961f74294c04f701b5dc0b7bc9612ff317152220e8

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

source=pdf_text observed=2026-08-09T13:41:40.455131Z digest=sha256:0d02c196f78bd6ebae5ccc53d4339ce9f74d0634c32dd0e108211d7304c1a3f9

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:b8ec043f616a988855bdf10820c43b8429be2e56dd037fda48d6894bef26aa32

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

source=pdf_text observed=2026-08-09T13:41:40.461429Z digest=sha256:2c224fcbc09a009318c49b9874aa9546edc5ddfeeac82502f5ec35241df7cefd

Pith citing papers

No inbound Pith citation observations are available.