Paper Citation Record · LEDGER

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission

As of 9 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2508.00172.

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

pith.paper-citation-record.v1
2508.00172 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:23:04.196342Z

measured 29 of 29 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

29 of 29 outbound references displayed

verified exact0
verified fuzzy23
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f5f81240-308f-48c6-ae01-6a1bf21fe6b5 · outbound

This paper cites 6G technology in intelligent healthcare: smart health and its security and privacy perspectives,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission 6G technology in intelligent healthcare: smart health and its security and privacy perspectives,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.644883Z

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.

Observation bdf795c5-7a36-4da2-bda2-fb74d3003e9d · outbound

This paper cites Smart health in the 6g era: bringing security to future smart health services,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Smart health in the 6g era: bringing security to future smart health services,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.631678Z

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.

Observation ded5ff83-b028-42e6-9d60-c74200b7a53e · outbound

This paper cites Domain knowledge driven se- mantic communication for image transmission over wireless channels,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Domain knowledge driven se- mantic communication for image transmission over wireless channels,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.617793Z

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.

Observation fa4f1085-2ae8-48b1-83c7-f1caf271712a · outbound

This paper cites A review on medical image data compression techniques,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission A review on medical image data compression techniques,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.602649Z

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.

Observation 9c184392-ee29-4b1b-8679-5bccf8df3494 · outbound

This paper cites Versatile approaches for medical image compression: a review,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Versatile approaches for medical image compression: a review,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.587027Z

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.

Observation 08bebb4f-d3dd-4709-a204-5dca3f9f3d89 · outbound

This paper cites Medical image compression based on variational autoencoder,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Medical image compression based on variational autoencoder,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.571075Z

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.

Observation c413fcd7-974a-47eb-b9ee-7a76552dcbd1 · outbound

This paper cites X-ray image compression using variational auto-encoder,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission X-ray image compression using variational auto-encoder,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.556596Z

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.

Observation 99af6ae1-b609-4710-b074-0ba3eaae9e14 · outbound

This paper cites Variational image compression with a scale hyperprior.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Variational image compression with a scale hyperprior

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T10:23:04.103560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 595b56db-0c66-4d2e-8913-53fbc3fa0695 · outbound

This paper cites Fully convolutional model for variable bit length and lossy high density compression of mammograms,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Fully convolutional model for variable bit length and lossy high density compression of mammograms,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.541425Z

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.

Observation 32da1442-b7a9-462a-8a9e-9bdf6b619828 · outbound

This paper cites Neuromorphologically- preserving volumetric data encoding using VQ-V AE,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Neuromorphologically- preserving volumetric data encoding using VQ-V AE,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.524643Z

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.

Observation 86d769f7-76b3-4b8c-9b60-3b90612e98ae · outbound

This paper cites TransCS-net: a hybrid transformer-based privacy-protecting network using compressed sensing for medical image segmentation,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission TransCS-net: a hybrid transformer-based privacy-protecting network using compressed sensing for medical image segmentation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.509843Z

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.

Observation 8f7d363d-f7c0-443a-9f31-b7dbef41bd07 · outbound

This paper cites Diff-GO+: an efficient diffusion goal-oriented communication system with local feedback,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Diff-GO+: an efficient diffusion goal-oriented communication system with local feedback,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.495001Z

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.

Observation 857d3911-5a09-498c-9b62-003614bc9cb6 · outbound

This paper cites The long- term consequence of anterior cruciate ligament and meniscus injuries: osteoarthritis,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission The long- term consequence of anterior cruciate ligament and meniscus injuries: osteoarthritis,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.480128Z

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.

Observation fb28ca36-2ad3-4352-a5ca-2bc21b0edce8 · outbound

This paper cites Semantic communications: overview, open issues, and future research directions,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Semantic communications: overview, open issues, and future research directions,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.465905Z

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.

Observation 49405386-ce29-4fb9-90af-fd705f069835 · outbound

This paper cites Deep learning enabled semantic communication systems,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Deep learning enabled semantic communication systems,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T10:23:04.135868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0fb6d3c-b8c7-47bf-9cf2-d63c60e007f4 · outbound

This paper cites Robust semantic communications with masked VQ-V AE enabled codebook,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Robust semantic communications with masked VQ-V AE enabled codebook,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.441556Z

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.

Observation 2c68be1b-7089-4fec-bc1e-db57af22ad47 · outbound

This paper cites Generative Semantic Communication: Diffusion Models Beyond Bit Recovery.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Generative Semantic Communication: Diffusion Models Beyond Bit Recovery

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T10:23:04.144579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ff900a6-d103-411b-b6eb-bc149e68d9c7 · outbound

This paper cites Diff-GO: diffusion goal-oriented communications with ultra-high spectrum efficiency,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Diff-GO: diffusion goal-oriented communications with ultra-high spectrum efficiency,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.427405Z

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.

Observation 68f077d7-a933-4331-95cc-edb4ff34ca78 · outbound

This paper cites Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T10:23:04.152843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21d84d6e-dd1b-484e-8ddd-de3014cca9a1 · outbound

This paper cites TotalSegmen- tator: robust segmentation of 104 anatomical structures in CT images,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission TotalSegmen- tator: robust segmentation of 104 anatomical structures in CT images,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.411532Z

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.

Observation 6a19c1d4-d188-4542-811e-05d6e0711a34 · outbound

This paper cites Segment anything in medical images,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Segment anything in medical images,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.396869Z

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.

Observation f555ac3a-ceaa-4405-befd-ea3075a39b74 · outbound

This paper cites Denoising diffusion probabilistic mod- els,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Denoising diffusion probabilistic mod- els,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.381932Z

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.

Observation 1a19e9b9-5a32-4bef-9f9d-0b6c8a90b83a · outbound

This paper cites Amos: a large-scale abdominal multi- organ benchmark for versatile medical image segmentation,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Amos: a large-scale abdominal multi- organ benchmark for versatile medical image segmentation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.367051Z

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.

Observation 8bf4522b-b185-4e49-8949-8962a911b35f · outbound

This paper cites Convolutional autoencoder-based medical image compression using a novel annotated medical X-ray imaging dataset,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Convolutional autoencoder-based medical image compression using a novel annotated medical X-ray imaging dataset,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.352506Z

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.

Observation 526940a9-e697-49c2-8f74-f6e239c7cdbe · outbound

This paper cites Generating diverse high-fidelity images with vq-vae-2,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Generating diverse high-fidelity images with vq-vae-2,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.337014Z

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.

Observation c7532127-628f-4ea9-a943-66984b7d9233 · outbound

This paper cites Reducing the dimensionality of data with neural networks,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Reducing the dimensionality of data with neural networks,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T10:23:04.183207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee250ca5-be7b-4153-ad69-636726f4663a · outbound

This paper cites Auto-Encoding Variational Bayes.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Auto-Encoding Variational Bayes

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T10:23:04.187214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2f3ae3e-0821-407e-be5c-d7aab7dbd223 · outbound

This paper cites Neural discrete representa- tion learning,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Neural discrete representa- tion learning,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.311791Z

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.

Observation 246ce4b4-b272-4a4f-90d1-a02b450952fc · outbound

This paper cites Versatile medical image segmentation learned from multi-source datasets via model self-disambiguation,.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Versatile medical image segmentation learned from multi-source datasets via model self-disambiguation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:23:04.297160Z

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.

Pith citing papers

No inbound Pith citation observations are available.