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Paper Citation Record · LEDGER

Versatile Volumetric Medical Image Coding for Human-Machine Vision

As of 13 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2412.09231.

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

pith.paper-citation-record.v1
2412.09231 v1

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measured 58 of 58 reference resolution

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Pith citing papers itemized under the disclosed page cap.

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Reference resolution

58 of 58 outbound references displayed

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Outbound references

Observation b4a08ada-e3b5-425d-ad15-2c262bdb6f37 · outbound

This paper cites Hybrid masked image modeling for 3d medical image segmentation,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Hybrid masked image modeling for 3d medical image segmentation,

Reference 1

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Observation ead5a0e2-034f-4eed-9a0c-4292b295b4cc · outbound

This paper cites Dmcgnet: A novel network for medical image segmentation with dense self-mimic and channel grouping mech- anism,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Dmcgnet: A novel network for medical image segmentation with dense self-mimic and channel grouping mech- anism,

Reference 2

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Observation 41726e2c-92a7-4935-861e-ef1aafff31cb · outbound

This paper cites A multi-scale context aware attention model for medical image segmentation,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision A multi-scale context aware attention model for medical image segmentation,

Reference 3

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Observation c64ba78d-d392-4637-9d3f-7b87b7323da7 · outbound

This paper cites Ai in medical imaging informatics: current challenges and future directions,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Ai in medical imaging informatics: current challenges and future directions,

Reference 4

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Observation b7e29473-01e5-4c63-aab0-9eaa9e465fa5 · outbound

This paper cites Brain mr image classifi- cation using superpixel-based deep transfer learning,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Brain mr image classifi- cation using superpixel-based deep transfer learning,

Reference 5

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Observation 7e38a453-2195-414f-ad06-94ff0395f0d4 · outbound

This paper cites Regression and classification of alzheimer’s disease diagnosis using nmf-tdnet features from 3d brain mr image,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Regression and classification of alzheimer’s disease diagnosis using nmf-tdnet features from 3d brain mr image,

Reference 6

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Observation 2bf65635-177c-4192-9930-c7e2332a4421 · outbound

This paper cites Icmh-net: Neural image compres- sion towards both machine vision and human vision,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Icmh-net: Neural image compres- sion towards both machine vision and human vision,

Reference 7

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Observation 7ccab06b-141f-4aa4-961b-5c6b6a44cf48 · outbound

This paper cites The jpeg ai standard: Providing efficient human and machine visual data consumption,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision The jpeg ai standard: Providing efficient human and machine visual data consumption,

Reference 8

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Observation 5daf04f5-0a61-4606-9bcb-5c39d60275a4 · outbound

This paper cites Roelofs, PNG: the definitive guide.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Roelofs, PNG: the definitive guide

Reference 9

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Observation f8c441dd-d288-4d15-8b41-bf3d68a98378 · outbound

This paper cites Jpeg2000: Standard for interactive imaging,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Jpeg2000: Standard for interactive imaging,

Reference 10

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This paper cites Jpeg2000. part 10. volumetric data encoding,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Jpeg2000. part 10. volumetric data encoding,

Reference 11

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Observation 11f530eb-04c2-4fb9-a049-1790e01ba670 · outbound

This paper cites Flif: Free lossless image format based on maniac compression,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Flif: Free lossless image format based on maniac compression,

Reference 12

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Versatile Volumetric Medical Image Coding for Human-Machine Vision Jpeg xl next-generation image compression architecture and cod- ing tools,

Reference 13

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Observation 3e96f010-1516-4592-b4e8-3674a41b1ce1 · outbound

This paper cites Overview of the high efficiency video coding (hevc) standard,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Overview of the high efficiency video coding (hevc) standard,

Reference 14

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Observation 2181cd02-34ba-45a9-8a64-8a433b615a6d · outbound

This paper cites Overview of the versatile video coding (vvc) standard and its applications,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Overview of the versatile video coding (vvc) standard and its applications,

Reference 15

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This paper cites End-to-end Optimized Image Compression.

Versatile Volumetric Medical Image Coding for Human-Machine Vision End-to-end Optimized Image Compression

Reference 16

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Observation e7b1e6c0-9d0f-4464-b34a-aa068b8dfd39 · outbound

This paper cites Variational image compression with a scale hyperprior.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Variational image compression with a scale hyperprior

Reference 17

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This paper cites Joint autoregressive and hierarchical priors for learned image compression,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Joint autoregressive and hierarchical priors for learned image compression,

Reference 18

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This paper cites Learned image com- pression with discretized gaussian mixture likelihoods and attention modules,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Learned image com- pression with discretized gaussian mixture likelihoods and attention modules,

Reference 19

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Observation f19fdada-579e-4652-ac6b-7c0c7cccf0c1 · outbound

This paper cites Elic: Efficient learned image compression with unevenly grouped space- channel contextual adaptive coding,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Elic: Efficient learned image compression with unevenly grouped space- channel contextual adaptive coding,

Reference 20

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Observation 3e3114f4-d5fd-49c6-8a76-14401f3fc1b0 · outbound

This paper cites Contextformer: A transformer with spatio-channel attention for context modeling in learned image compression,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Contextformer: A transformer with spatio-channel attention for context modeling in learned image compression,

Reference 21

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Observation 0f924889-3982-4476-bc5f-7234ea48b033 · outbound

This paper cites Entroformer: A Transformer-based Entropy Model for Learned Image Compression.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Entroformer: A Transformer-based Entropy Model for Learned Image Compression

Reference 22

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This paper cites The devil is in the details: Window- based attention for image compression,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision The devil is in the details: Window- based attention for image compression,

Reference 23

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Versatile Volumetric Medical Image Coding for Human-Machine Vision Mlic: Multi- reference entropy model for learned image compression,

Reference 24

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This paper cites Learned image compression with mixed transformer-cnn architectures,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Learned image compression with mixed transformer-cnn architectures,

Reference 25

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This paper cites Attention is all you need,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Attention is all you need,

Reference 26

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This paper cites Towards Image Understanding from Deep Compression without Decoding.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Towards Image Understanding from Deep Compression without Decoding

Reference 27

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Observation 129244bf-eefa-4afb-9d75-a75a30a7af12 · outbound

This paper cites Variable-rate deep image compression through spatially-adaptive feature transform,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Variable-rate deep image compression through spatially-adaptive feature transform,

Reference 28

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Versatile Volumetric Medical Image Coding for Human-Machine Vision Semantics-to-signal scalable image compression with learned revertible representations,

Reference 29

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Observation 812f7764-fdf9-48b1-8bcc-0fc3d43f01bb · outbound

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Versatile Volumetric Medical Image Coding for Human-Machine Vision Image coding for machines: an end-to-end learned approach,

Reference 30

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This paper cites Machine vision guided 3d medical image compression for efficient transmission and accurate segmentation in the clouds,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Machine vision guided 3d medical image compression for efficient transmission and accurate segmentation in the clouds,

Reference 31

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Versatile Volumetric Medical Image Coding for Human-Machine Vision Auto-Encoding Variational Bayes

Reference 32

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This paper cites Theoretical foundations of transform coding,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Theoretical foundations of transform coding,

Reference 33

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Versatile Volumetric Medical Image Coding for Human-Machine Vision End-to-end optimized versatile image compression with wavelet-like transform,

Reference 34

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Versatile Volumetric Medical Image Coding for Human-Machine Vision Transformer-based transform coding,

Reference 35

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Observation 2adcb334-dcbc-4f91-b71a-2582b826e179 · outbound

This paper cites Checkerboard context model for efficient learned image compression,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Checkerboard context model for efficient learned image compression,

Reference 36

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no resolver link, observed 2026-08-11T17:18:13.118968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:18:13.118968Z digest=sha256:e71d581f579e7dbafcab42750558a3d81352d918ddfff5b152e04466c4a03027

Observation b89e4f9b-33e7-49ef-a3d0-eea64ca8c38f · outbound

This paper cites Channel-wise autoregressive entropy models for learned image compression,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Channel-wise autoregressive entropy models for learned image compression,

Reference 37

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no resolver link, observed 2026-08-11T17:18:13.122708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:18:13.122708Z digest=sha256:daf0d6d5856f82ed434bd809367dd488b75ecdd4d3755a821cd8df4ab33be1f3

Observation d40d250f-d12a-47a8-9e1a-9aa5d50d121f · outbound

This paper cites V olumetric end-to-end optimized compression for brain images,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision V olumetric end-to-end optimized compression for brain images,

Reference 38

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verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.542563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.126698Z digest=sha256:3fb1c5734f29bf87640f1bf45a547ed5dee37f4c379ee60f6c5a0a6ab10f54b4

Observation 6f728df2-5460-4742-8038-257708a5c0e2 · outbound

This paper cites aiwave: V olumetric image compression with 3-d trained affine wavelet-like transform,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision aiwave: V olumetric image compression with 3-d trained affine wavelet-like transform,

Reference 39

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verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.529996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.131159Z digest=sha256:eafc55a13814dbe672f70dd84f63f28be7fb2902442c309482791262ee79c611

Observation 2fccb521-2e4b-451a-b13b-50b1f6a25209 · outbound

This paper cites Lightweight context model equipped aiwave in response to the avs call for evidence on volumetric medical image coding,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Lightweight context model equipped aiwave in response to the avs call for evidence on volumetric medical image coding,

Reference 40

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verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.516175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.134642Z digest=sha256:105d11406fbacf7e7db34015f664536f3afd4cc5c124126056406b65d79fcfe1

Observation 07940894-14a5-4614-a3c4-7ecf41ece232 · outbound

This paper cites Dbvc: An end-to- end 3-d deep biomedical video coding framework,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Dbvc: An end-to- end 3-d deep biomedical video coding framework,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.502244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.137971Z digest=sha256:5a33d6bfce818f36e71d7c4ac4d9fac40b8b23fa3c8a44d15f0aa6ff66a5438b

Observation 93ccf3db-fdee-4e91-8fed-ef6b1368945e · outbound

This paper cites Video coding for machines: Compact visual representation compression for intelligent collaborative analytics,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Video coding for machines: Compact visual representation compression for intelligent collaborative analytics,

Reference 42

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verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.489440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.141454Z digest=sha256:58ca99df9975aa286b561496f46160469ff9c4a180f264b4bd4e65807e81e6fc

Observation f90395f6-ca62-445e-97d2-c18ec02665fc · outbound

This paper cites Towards coding for human and machine vision: A scalable image coding approach,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Towards coding for human and machine vision: A scalable image coding approach,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.477500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.144821Z digest=sha256:4a3588e34768b0824aca89c9ea191d64efe5e83c41e14c6183bb707eaaf538a5

Observation 44633cfc-d16e-4879-8ad5-0131ce3dff31 · outbound

This paper cites Scalable image coding for humans and machines,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Scalable image coding for humans and machines,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.464250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.148163Z digest=sha256:f7a200b18a078bf22d6956b4ad64bb73f7da96c5b7503795a650d7c1b4a917a4

Observation a4af15c9-e4c9-4100-83f7-e30b2b44d17f · outbound

This paper cites Human–machine interaction- oriented image coding for resource-constrained visual monitoring in iot,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Human–machine interaction- oriented image coding for resource-constrained visual monitoring in iot,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.451448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.151664Z digest=sha256:c5d5e5e333d89635172648d6d8d70e5c59e126e32cb8e828a00ab313a72c6b28

Observation c12397b6-e634-45d6-a8f0-ef470fc7285e · outbound

This paper cites Vnvc: A versatile neural video cod- ing framework for efficient human-machine vision,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Vnvc: A versatile neural video cod- ing framework for efficient human-machine vision,

Reference 46

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verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.435194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.155049Z digest=sha256:8c06118edd5740776cc12d1e93bc1931328046d0aa1f3045b95d74fa0c80e034

Observation 23dda809-b9a1-41fc-9c1c-0cce66d95b5b · outbound

This paper cites Pixel recurrent neural networks,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Pixel recurrent neural networks,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.421939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.158432Z digest=sha256:d24961fc3cc973c9925bface92204ce63ffe9ed3c3a2c66bfdf9abdc017bc272

Observation b93c9a8c-1d88-4da1-b99e-a138261c5064 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Versatile Volumetric Medical Image Coding for Human-Machine Vision Gaussian Error Linear Units (GELUs)

Reference 48

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no resolver link, observed 2026-08-11T17:18:13.162007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:18:13.162007Z digest=sha256:875dea5b1734d498527ee6a16dcfaabbf49b9f71c62dea9ba02a04f9c26e780a

Observation b56542eb-e61b-4137-b0b5-c24c0e54205b · outbound

This paper cites Deep residual learning for image recognition,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Deep residual learning for image recognition,

Reference 49

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no resolver link, observed 2026-08-11T17:18:13.165957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:18:13.165957Z digest=sha256:cb0a8a7aa3a9a5d6e9d6ae3826a497af1c85f484c075feb1b3858602d2c77b9e

Observation e4d01d20-2758-47b7-8ab6-e77d5effaee0 · outbound

This paper cites Density Modeling of Images using a Generalized Normalization Transformation.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Density Modeling of Images using a Generalized Normalization Transformation

Reference 50

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no resolver link, observed 2026-08-11T17:18:13.169659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:18:13.169659Z digest=sha256:158fb338df2ea70c7519ccf4b8454fe8888278d4743a7cff6ab4c49d0d8924e5

Observation d4d34378-baaa-42d4-bbc2-5c18fcd6cbb9 · outbound

This paper cites TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Versatile Volumetric Medical Image Coding for Human-Machine Vision TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Reference 51

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no resolver link, observed 2026-08-11T17:18:13.173367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:18:13.173367Z digest=sha256:01bd0ae913444fcd3e558ae7a1c3e88ac47e1757068be9fcbba572eb3463d0bf

Observation e385b244-6a09-48f4-aa05-e71294d803a0 · outbound

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

Versatile Volumetric Medical Image Coding for Human-Machine Vision An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 52

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no resolver link, observed 2026-08-11T17:18:13.177467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:18:13.177467Z digest=sha256:35b218e518f7c091656e0edb6778e9bec86e4d6f0304b783311c4e5c414aad0e

Observation e67a1c54-6651-487e-9158-e46ddba3e9db · outbound

This paper cites Deep-learning- assisted diagnosis for knee magnetic resonance imaging: development and retrospective validation of mrnet,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Deep-learning- assisted diagnosis for knee magnetic resonance imaging: development and retrospective validation of mrnet,

Reference 53

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verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.403138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.182878Z digest=sha256:3cab978b833626e83099b95fa00147839edea730d727412605bd3b5a79ce6024

Observation 24683169-c20b-43a7-969c-d1cf37fbecd7 · outbound

This paper cites Chaos challenge- combined (ct-mr) healthy abdominal organ segmentation,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Chaos challenge- combined (ct-mr) healthy abdominal organ segmentation,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.391918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.187304Z digest=sha256:efb4547d30fc74e37afd21b52d8db1475c9aad5a0a4fc6fe2295a4c9d0908239

Observation 1fc2bbd6-864f-4586-8341-0744bf8c7dd4 · outbound

This paper cites Deep learning techniques for automatic mri cardiac multi-structures segmentation and diagnosis: is the problem solved?,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Deep learning techniques for automatic mri cardiac multi-structures segmentation and diagnosis: is the problem solved?,

Reference 55

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unresolved
no resolver link, observed 2026-08-11T17:18:13.190696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:18:13.190696Z digest=sha256:90c4f249b34f2644ff5679ad840687f2a5c1aeebd9d161740ee351cad17120b0

Observation 2f8c4fbb-8b0c-46b9-b0dd-062721c53761 · outbound

This paper cites Multi-scale hierarchical vision transformer with cascaded attention decoding for medical image seg- mentation,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Multi-scale hierarchical vision transformer with cascaded attention decoding for medical image seg- mentation,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:18:13.372170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:18:13.195641Z digest=sha256:3fce80118a2f604ccb492598ce8e553824cb1fa0ebd0866670845fe1e4429cbd

Observation 902b63e6-0ab8-4224-b80d-68af22f65d60 · outbound

This paper cites Backpropagation through time: what it does and how to do it,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Backpropagation through time: what it does and how to do it,

Reference 57

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unresolved
no resolver link, observed 2026-08-11T17:18:13.199902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:18:13.199902Z digest=sha256:4816513dffdb9d6b7e9e8cac16e98d0c46a5a24d784d4c64426d19edda883120

Observation c6d032b9-712e-4ffe-8c06-4ea9611b2afc · outbound

This paper cites Long short-term memory,.

Versatile Volumetric Medical Image Coding for Human-Machine Vision Long short-term memory,

Reference 58

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unresolved
no resolver link, observed 2026-08-11T17:18:13.205748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:18:13.205748Z digest=sha256:adec7bed1aab21cecb9b7e0d007eddc6f8105ac50168c5e2169d97ddfdc87e9e

Pith citing papers

No inbound Pith citation observations are available.