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Paper Citation Record · LEDGER

Diffusion-Based Approaches in Medical Image Generation and Analysis

As of 22 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2412.16860.

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

pith.paper-citation-record.v1
2412.16860 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:17:42.130436Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T18:42:36.119311Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T20:32:37.453785Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact2
  • verified fuzzy35
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4cd74d3e-1693-40d0-b1fc-452e52d33d35 · outbound

This paper cites A survey on deep learning in medical image analysis.

Diffusion-Based Approaches in Medical Image Generation and Analysis A survey on deep learning in medical image analysis

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:41.764140Z digest=sha256:996b61238ec5ebe556461a62d93fdd6e9af3abaa912a2fb47bc5be3798c42dc7

Observation ed1cff40-df4f-42a6-b23e-066967883a3b · outbound

This paper cites Automated melanoma recognition in dermoscopy images via very deep residual networks.

Diffusion-Based Approaches in Medical Image Generation and Analysis Automated melanoma recognition in dermoscopy images via very deep residual networks

Reference 2

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raw_fallback, observed 2026-08-11T10:17:43.337236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.770674Z digest=sha256:696f175806a038e1d943620ed84bdcb28058940d30193d07dc199355c9486b3f

Observation 397e8409-f708-44cc-9bc5-441ead9d0c54 · outbound

This paper cites Envy-free division using mapping degree.

Diffusion-Based Approaches in Medical Image Generation and Analysis Envy-free division using mapping degree

Reference 3

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T10:17:41.775979Z digest=sha256:2371b4200d5ceb5370313e450e40996c1457f4370c3ae97e033a17e99acab80a

Observation 3257eebc-77a6-47aa-9188-32dbbc9a9d57 · outbound

This paper cites Brain imaging generation with latent diffusion models.

Diffusion-Based Approaches in Medical Image Generation and Analysis Brain imaging generation with latent diffusion models

Reference 4

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source=pdf_text observed=2026-08-11T10:17:41.784246Z digest=sha256:e518dbe32acb51215bbecf8e1752444813a7d76f076ac6e2efb6d039b37f9662

Observation b50bffb3-8b49-444b-a37c-6e398baccf51 · outbound

This paper cites Unsupervised medical image translation with adversarial diffusion models.

Diffusion-Based Approaches in Medical Image Generation and Analysis Unsupervised medical image translation with adversarial diffusion models

Reference 5

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no resolver link, observed 2026-08-11T10:17:41.790385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:41.790385Z digest=sha256:00b643a6b36060a013251ff92ef84cd2163aa13163801925e9844c419439c3af

Observation ebd6741f-5e09-45cf-aefc-57562c78a2a8 · outbound

This paper cites Score-based diffusion models for accelerated mri.

Diffusion-Based Approaches in Medical Image Generation and Analysis Score-based diffusion models for accelerated mri

Reference 6

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raw_fallback, observed 2026-08-11T10:17:43.276611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.796720Z digest=sha256:89515ee4a8f927013a803a4239d6e1504ae537030d6958df24fc62df8634d432

Observation af5d46bf-f90b-45c3-8d06-014d10f59283 · outbound

This paper cites Diffusion models for implicit image segmentation ensembles.

Diffusion-Based Approaches in Medical Image Generation and Analysis Diffusion models for implicit image segmentation ensembles

Reference 7

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raw_fallback, observed 2026-08-11T10:17:43.251244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.805644Z digest=sha256:680a2d77cd5edf13dfc7723599493348c28098db45623f00ae6a7a76edce82ae

Observation 4071c3a8-129b-4ced-9340-9435e44a0cda · outbound

This paper cites Unified Representation Learning for Efficient Medical Image Analysis.

Diffusion-Based Approaches in Medical Image Generation and Analysis Unified Representation Learning for Efficient Medical Image Analysis

Reference 8

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T10:17:41.811923Z digest=sha256:86ea2bf3fd5659c87921afc3b8a7cc0dd1589beab0ea42b0805d38196ee77d82

Observation c4579c83-65d9-4a12-a3c4-ba48e7fcca88 · outbound

This paper cites Generative adversarial nets.

Diffusion-Based Approaches in Medical Image Generation and Analysis Generative adversarial nets

Reference 9

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no resolver link, observed 2026-08-11T10:17:41.817944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:41.817944Z digest=sha256:fa1be2ae742c81d0a04d9138c6e1446be9c793bf5a8fc12f27fb7ddee32c19b5

Observation 1b2ab42b-f35b-4cd0-bf94-8fa4553d3db4 · outbound

This paper cites Image-to-image translation with conditional adversarial networks.

Diffusion-Based Approaches in Medical Image Generation and Analysis Image-to-image translation with conditional adversarial networks

Reference 10

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no resolver link, observed 2026-08-11T10:17:41.824163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:41.824163Z digest=sha256:93001f80952b32afc96ef8751df8425452d0574e4609d1084d56b02556f9826e

Observation a7c72756-7f20-43f9-a8b4-230a2b99061a · outbound

This paper cites Ct-realistic data augmentation using generative adversarial network for robust lymph node segmentation.

Diffusion-Based Approaches in Medical Image Generation and Analysis Ct-realistic data augmentation using generative adversarial network for robust lymph node segmentation

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.830419Z digest=sha256:68cca611613edd2821d9c3eb72f337204022a9b39017b2885ffa75e619886050

Observation 9ee8726f-251a-490c-ab01-0035c7d45dd5 · outbound

This paper cites Retinal blood vessel segmentation using pix2pix gan.

Diffusion-Based Approaches in Medical Image Generation and Analysis Retinal blood vessel segmentation using pix2pix gan

Reference 12

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raw_fallback, observed 2026-08-11T10:17:43.188010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.835387Z digest=sha256:e4fa7acdf10993891864b8ac2b8fa9c714708844a74faf841b2cc3d3e4a24077

Observation 48b985f9-b37c-43f7-8b2b-845dc6cddb1c · outbound

This paper cites Generating synthetic images for healthcare with novel deep pix2pix gan.

Diffusion-Based Approaches in Medical Image Generation and Analysis Generating synthetic images for healthcare with novel deep pix2pix gan

Reference 13

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raw_fallback, observed 2026-08-11T10:17:43.169444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.841267Z digest=sha256:ac71b8f231721c4bc6fe7ac03be2620b8004cde30edc9ce12209ba69f80ffb97

Observation 4d329253-7bbf-4d52-a2ec-465d7c6369a1 · outbound

This paper cites Pix2pix generative adversarial network for low dose myocardial perfusion spect denoising.

Diffusion-Based Approaches in Medical Image Generation and Analysis Pix2pix generative adversarial network for low dose myocardial perfusion spect denoising

Reference 14

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raw_fallback, observed 2026-08-11T10:17:43.149180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.846055Z digest=sha256:d183e6fbf2c604441ab49aab3639da8369ff96c38cbcfc52db5b5f1d1cab47e0

Observation ec631100-02e9-4ead-85ff-7a134cc13a42 · outbound

This paper cites Unpaired image-to-image translation using cycle-consistent adversarial networks.

Diffusion-Based Approaches in Medical Image Generation and Analysis Unpaired image-to-image translation using cycle-consistent adversarial networks

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:41.850827Z digest=sha256:a457c2165b2b818728e2b46f2bdc6a3d16ab11983d7a369572b73300405e2dc5

Observation ba3ad9cb-1649-4b7d-87f7-3a99b75495ea · outbound

This paper cites Reduction of metal artefacts in ct with cycle-gan.

Diffusion-Based Approaches in Medical Image Generation and Analysis Reduction of metal artefacts in ct with cycle-gan

Reference 16

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raw_fallback, observed 2026-08-11T10:17:43.117366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.855660Z digest=sha256:db2dfc64601c1f48028e61764b481f58ad8036675ac38270711d401e0e91959e

Observation ee245bc3-2195-4cc7-9374-a578f1b3f667 · outbound

This paper cites Unpaired brain mr-to-ct synthesis using a structure-constrained cyclegan.

Diffusion-Based Approaches in Medical Image Generation and Analysis Unpaired brain mr-to-ct synthesis using a structure-constrained cyclegan

Reference 17

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raw_fallback, observed 2026-08-11T10:17:43.098334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.861487Z digest=sha256:b63a3a7a842ebfc5a4d0b402af02178be3e49912f9be8f201438d9b41da765a6

Observation 94ee65aa-f8e5-464a-9c9c-38db4cb01f66 · outbound

This paper cites Ct synthesis from mri using multi-cycle gan for head-and-neck radiation therapy.

Diffusion-Based Approaches in Medical Image Generation and Analysis Ct synthesis from mri using multi-cycle gan for head-and-neck radiation therapy

Reference 18

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raw_fallback, observed 2026-08-11T10:17:43.076378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.866516Z digest=sha256:f93f73af6fc64cfe2aaf59c18cd3b874c3fc37afe9e4dfe4267f5bf9f6484ace

Observation faf65bfc-253b-4447-a74a-6a5478add695 · outbound

This paper cites Paired cycle-gan-based image correction for quantitative cone-beam computed tomography.

Diffusion-Based Approaches in Medical Image Generation and Analysis Paired cycle-gan-based image correction for quantitative cone-beam computed tomography

Reference 19

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raw_fallback, observed 2026-08-11T10:17:43.055516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.872151Z digest=sha256:06f3655b9098bce3b597973e5f6764eefe3b4d9fa51a027bfabf87a540ce5139

Observation bee7d815-b34c-421e-bb42-21b105cbc56e · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

Diffusion-Based Approaches in Medical Image Generation and Analysis A style-based generator architecture for generative adversarial networks

Reference 20

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no resolver link, observed 2026-08-11T10:17:41.878181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:41.878181Z digest=sha256:d566a50ba50468ffab331e57c00e598f5568a9c6fea209c4c80bfbd74f2fc57d

Observation f9dc1143-3391-42e2-9866-12f87c31a7e4 · outbound

This paper cites Latent space manipulation for high-resolution medical image synthesis via the stylegan.Zeitschrift für Medizinische Physik, 30(4):305–314, 2020.

Diffusion-Based Approaches in Medical Image Generation and Analysis Latent space manipulation for high-resolution medical image synthesis via the stylegan.Zeitschrift für Medizinische Physik, 30(4):305–314, 2020

Reference 21

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raw_fallback, observed 2026-08-11T10:17:43.023123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.883722Z digest=sha256:fd1141cbc99f4507d09d883308143d5bb600f9ff4cb3bae6524f0ef6c3ad36c8

Observation 134f9905-8420-4489-803d-ca8053a4b0f9 · outbound

This paper cites Pre-trained stylegan based data augmentation for small sample brain ct motion artifacts detection.

Diffusion-Based Approaches in Medical Image Generation and Analysis Pre-trained stylegan based data augmentation for small sample brain ct motion artifacts detection

Reference 22

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raw_fallback, observed 2026-08-11T10:17:43.001633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.889570Z digest=sha256:469dfcf6ff2f02b50d91064bd8fd942e25216a9ccd0bf55809de8976953cfcb8

Observation 978fc94e-5eb3-487d-a43b-045f389cf540 · outbound

This paper cites 3d-stylegan: A style-based generative adversarial network for generative modeling of three- dimensional medical images.

Diffusion-Based Approaches in Medical Image Generation and Analysis 3d-stylegan: A style-based generative adversarial network for generative modeling of three- dimensional medical images

Reference 23

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raw_fallback, observed 2026-08-11T10:17:42.982450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.894301Z digest=sha256:f0ae5683e40ae7a9cd137b0725cc0488f74f9f0592fb77c857943808416844d3

Observation 51b646da-61cd-4ab3-a899-177eaad7ac14 · outbound

This paper cites Image super-resolution using progressive generative adversarial networks for medical image analysis.

Diffusion-Based Approaches in Medical Image Generation and Analysis Image super-resolution using progressive generative adversarial networks for medical image analysis

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-11T10:17:42.960769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.899704Z digest=sha256:abc48f020a2819d2b05959aae5dd41567c4833a13d8980269919701512160a6e

Observation bea19009-c745-41cb-9b90-28b9cbc25aa8 · outbound

This paper cites Uncertainty-guided progressive gans for medical image translation.

Diffusion-Based Approaches in Medical Image Generation and Analysis Uncertainty-guided progressive gans for medical image translation

Reference 25

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raw_fallback, observed 2026-08-11T10:17:42.937838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.906914Z digest=sha256:b12f2e91a264a4dea50cf37d2479344187f9441378294889894adb646331b6da

Observation 727cfc96-c98b-4b5c-8dfb-25a2b5b6f114 · outbound

This paper cites Medgan: Medical image translation using gans.

Diffusion-Based Approaches in Medical Image Generation and Analysis Medgan: Medical image translation using gans

Reference 26

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raw_fallback, observed 2026-08-11T10:17:42.918506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.912748Z digest=sha256:d8d25f77456a23a18f7400aadc02a222b310fdf98ada15a53ed3ca75506e4e0a

Observation 5a246b44-a9b3-4aba-8193-10154afb2d1a · outbound

This paper cites Auto-Encoding Variational Bayes.

Diffusion-Based Approaches in Medical Image Generation and Analysis Auto-Encoding Variational Bayes

Reference 27

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no resolver link, observed 2026-08-11T10:17:41.917752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:41.917752Z digest=sha256:ee58a719d533e649d7523aa5daa5fd6cc2233ae224bfd9159ff466bc33c6b7b7

Observation 4da09b36-01e0-4a22-b51a-2f6bb24b468a · outbound

This paper cites Nvae: A deep hierarchical variational autoencoder.

Diffusion-Based Approaches in Medical Image Generation and Analysis Nvae: A deep hierarchical variational autoencoder

Reference 28

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no resolver link, observed 2026-08-11T10:17:41.923450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:41.923450Z digest=sha256:e39a94baec64be7c0310abc31fb8c1bc98beb470a0c2f7949580e666b9aac251

Observation 3848c816-f72c-45f4-b240-91746cfc0f63 · outbound

This paper cites Hierarchical probabilistic ultrasound image inpainting via variational inference.

Diffusion-Based Approaches in Medical Image Generation and Analysis Hierarchical probabilistic ultrasound image inpainting via variational inference

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:17:42.883368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.928540Z digest=sha256:a23328d315549c6926aa4dae455e68d14b2ee865433ebdac33e1a61e8949bf23

Observation 1a1311b8-abf5-4baf-96dc-6b94ea0d70fb · outbound

This paper cites Pet denoising and uncertainty estimation based on nvae model.

Diffusion-Based Approaches in Medical Image Generation and Analysis Pet denoising and uncertainty estimation based on nvae model

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-11T10:17:42.862974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.934237Z digest=sha256:6f469c52c0d4f9c47ad4946db4bfed123aaf4b90623204f7da757c35dae6665f

Observation 583e3577-57a1-4e80-9215-2bdddb9ba610 · outbound

This paper cites Alignflow: Cycle consistent learning from multiple domains via normalizing flows.

Diffusion-Based Approaches in Medical Image Generation and Analysis Alignflow: Cycle consistent learning from multiple domains via normalizing flows

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-11T10:17:42.845716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.939530Z digest=sha256:381056ad30dcedf4a49fda3fbabe748b9048219d5824dca8dacf422524f86392

Observation fae320a1-47dc-4bc7-8b7f-5969b3bfae3f · outbound

This paper cites Flow-based deformation guidance for unpaired multi- contrast mri image-to-image translation.

Diffusion-Based Approaches in Medical Image Generation and Analysis Flow-based deformation guidance for unpaired multi- contrast mri image-to-image translation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:17:42.828953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.944388Z digest=sha256:e991461eb369a8ecb6fe2c233e7b43bd4c2007af4c684381d4b922eb4648a14d

Observation 1b4c79dd-9822-4a57-a325-385da537020f · outbound

This paper cites Harmonization with flow-based causal inference.

Diffusion-Based Approaches in Medical Image Generation and Analysis Harmonization with flow-based causal inference

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:17:42.810215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.949843Z digest=sha256:ff320dfd3ef10c6a279f93d94f1086b0445ad7ed563e141e5f67d8462db2191c

Observation 9ed1c139-24df-4b46-8361-54584eb3794f · outbound

This paper cites Med-cdiff: Conditional medical image generation with diffusion models.

Diffusion-Based Approaches in Medical Image Generation and Analysis Med-cdiff: Conditional medical image generation with diffusion models

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:17:42.778192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.957517Z digest=sha256:0f71c671660e7efdc077a6aa0635191a6a0a95bc18a604fb38e8ae636e025420

Observation a8e25e42-8b3a-47e4-b9c5-2917fbee22a9 · outbound

This paper cites Denoising diffusion probabilistic models.

Diffusion-Based Approaches in Medical Image Generation and Analysis Denoising diffusion probabilistic models

Reference 35

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unresolved
no resolver link, observed 2026-08-11T10:17:41.963978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:41.963978Z digest=sha256:09df6affde0474c0945f8edc8204fc9eac0a00093a4160dd16c70c1cff08eae8

Observation 12f13687-9119-4bb7-a963-ac2b9348e83c · outbound

This paper cites Diffusion models beat gans on image synthesis.

Diffusion-Based Approaches in Medical Image Generation and Analysis Diffusion models beat gans on image synthesis

Reference 36

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no resolver link, observed 2026-08-11T10:17:41.970217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:41.970217Z digest=sha256:65a1d328885d6a6ac5b56b077632b97c800207f182937fa4ba658fe7fc0b3226

Observation 160b0116-dde0-45ae-adf1-a2f29d75f6a5 · outbound

This paper cites Image super-resolution via iterative refinement.

Diffusion-Based Approaches in Medical Image Generation and Analysis Image super-resolution via iterative refinement

Reference 37

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source=pdf_text observed=2026-08-11T10:17:41.976225Z digest=sha256:cbacdc06a987a06d28e303c6285aee2ef69dac4887be208055c2ff440a33cf83

Observation fd4b9b13-dd48-41ae-9953-f5c3fb572080 · outbound

This paper cites Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser.

Diffusion-Based Approaches in Medical Image Generation and Analysis Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser

Reference 38

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source=pdf_text observed=2026-08-11T10:17:41.981497Z digest=sha256:84196d759bdb9d066a73b0d70b7746f0c24ff97c493bf133d03e101e44f5eafc

Observation 5109e3e2-58fa-4d32-b07a-1c91ad382100 · outbound

This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.

Diffusion-Based Approaches in Medical Image Generation and Analysis SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 39

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source=pdf_text observed=2026-08-11T10:17:41.987827Z digest=sha256:6b8cfbbb5381a28b1fce9c055cb372ad21aab38daa3cc5c38b776ca98fe347bc

Observation 51d273e6-449d-4d3f-a1aa-281831e68b25 · outbound

This paper cites D2c: Diffusion-decoding models for few-shot conditional generation.

Diffusion-Based Approaches in Medical Image Generation and Analysis D2c: Diffusion-decoding models for few-shot conditional generation

Reference 40

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raw_fallback, observed 2026-08-11T10:17:42.719046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:41.994969Z digest=sha256:1696a2535d738925d7a7cb660046c0eef0f43204aea5d6b24e736bfb78f20c5f

Observation 5dd22652-83d1-477a-859f-690d7f34fa49 · outbound

This paper cites UNIT-DDPM: UNpaired Image Translation with Denoising Diffusion Probabilistic Models.

Diffusion-Based Approaches in Medical Image Generation and Analysis UNIT-DDPM: UNpaired Image Translation with Denoising Diffusion Probabilistic Models

Reference 41

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source=pdf_text observed=2026-08-11T10:17:42.001762Z digest=sha256:c9cd89aba4b37da7e7387088a5cfc37956fd262b3754348b3286dee2b9f6b185

Observation b33b7d44-a840-4073-8f5f-b41f5fc7a403 · outbound

This paper cites Palette: Image-to-image diffusion models.

Diffusion-Based Approaches in Medical Image Generation and Analysis Palette: Image-to-image diffusion models

Reference 42

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source=pdf_text observed=2026-08-11T10:17:42.009082Z digest=sha256:dd161492d2449e1fc901f52131bce702db3e89ea652cbfe4bee761a74c528860

Observation 267cb72a-ce49-4efc-ada0-55e1c677cb14 · outbound

This paper cites Patched diffusion models for unsupervised anomaly detection in brain mri.

Diffusion-Based Approaches in Medical Image Generation and Analysis Patched diffusion models for unsupervised anomaly detection in brain mri

Reference 43

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raw_fallback, observed 2026-08-11T10:17:42.687803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.015155Z digest=sha256:44ed7e63925ceb51ed7040db8c56e9c92b5a994069d5ff7a9c53594dd3d6e8c0

Observation 908b037c-198e-40e2-9ffd-ad59b04c7ae8 · outbound

This paper cites Ambiguous medical image segmentation using diffusion models.

Diffusion-Based Approaches in Medical Image Generation and Analysis Ambiguous medical image segmentation using diffusion models

Reference 44

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raw_fallback, observed 2026-08-11T10:17:42.666777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.021154Z digest=sha256:81af8a9d934fba3ec4046c451913ed12e4bc9928ed869ab57e1bada56925f4dd

Observation 643e5a08-ce6a-4d9e-9179-cd7cf5ef384c · outbound

This paper cites Medsegdiff: Medical image segmentation with diffusion probabilistic model.

Diffusion-Based Approaches in Medical Image Generation and Analysis Medsegdiff: Medical image segmentation with diffusion probabilistic model

Reference 45

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raw_fallback, observed 2026-08-11T10:17:42.644866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.027816Z digest=sha256:843472a036412a92bdce7f998a4723d71d3643352e165e4de4ee61853b6c06d8

Observation 7470a8d0-56a1-4eb2-8ab7-7df133d31ae8 · outbound

This paper cites Stochastic segmentation with conditional categorical diffusion models.

Diffusion-Based Approaches in Medical Image Generation and Analysis Stochastic segmentation with conditional categorical diffusion models

Reference 46

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raw_fallback, observed 2026-08-11T10:17:42.620844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.033920Z digest=sha256:84bdffd9cc094cd8a34fd3cd411d79d85c15fe757793a07d6a4e05d214956c7b

Observation 581d09e6-9744-4301-82ce-0dcf6905565b · outbound

This paper cites Berdiff: Conditional bernoulli diffusion model for medical image segmentation.

Diffusion-Based Approaches in Medical Image Generation and Analysis Berdiff: Conditional bernoulli diffusion model for medical image segmentation

Reference 47

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raw_fallback, observed 2026-08-11T10:17:42.594126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.040010Z digest=sha256:06e6e2e0904b2bf1b81f6663729ca1c33ba0927f861c31da8da13c8c55828ba9

Observation cfc2f9f6-199e-47d9-ad8e-40f6ae406c56 · outbound

This paper cites High-frequency space diffusion model for accelerated mri.

Diffusion-Based Approaches in Medical Image Generation and Analysis High-frequency space diffusion model for accelerated mri

Reference 48

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T10:17:42.045295Z digest=sha256:21d5e0711e3b9d87e1399053defad43f7d029dd4276185ee7dbd361214840de3

Observation 97a55df0-9550-4c68-b3d8-9329ec9fdaec · outbound

This paper cites Bayesian mri reconstruction with joint uncertainty estimation using diffusion models.

Diffusion-Based Approaches in Medical Image Generation and Analysis Bayesian mri reconstruction with joint uncertainty estimation using diffusion models

Reference 49

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verified fuzzy
raw_fallback, observed 2026-08-11T10:17:42.555932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.052522Z digest=sha256:b6e82080bcba4052d9dc6dff3a3d310555b9fcaa156a2111b74d99ce239f0168

Observation 11ecc9d1-60ab-423e-bdd3-f06ff12830dd · outbound

This paper cites Measurement-conditioned denoising diffusion probabilistic model for under- sampled medical image reconstruction.

Diffusion-Based Approaches in Medical Image Generation and Analysis Measurement-conditioned denoising diffusion probabilistic model for under- sampled medical image reconstruction

Reference 50

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raw_fallback, observed 2026-08-11T10:17:42.535040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.057902Z digest=sha256:904ea0e708d4c3435451d34e82c41f21fbf9b049b01454b72a58e43efb6f94f2

Observation 0899854e-e6b1-4b49-b602-e19c93a658ef · outbound

This paper cites Density estimation using Real NVP.

Diffusion-Based Approaches in Medical Image Generation and Analysis Density estimation using Real NVP

Reference 51

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T10:17:42.062987Z digest=sha256:7d25cf5344c81167ad88dab215676cc9a270cbae204bd4872befc14aa3110efb

Observation b428e3ab-66ba-4e4c-98e2-fce079dab660 · outbound

This paper cites Tackling the Generative Learning Trilemma with Denoising Diffusion GANs.

Diffusion-Based Approaches in Medical Image Generation and Analysis Tackling the Generative Learning Trilemma with Denoising Diffusion GANs

Reference 52

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source=pdf_text observed=2026-08-11T10:17:42.069157Z digest=sha256:5b56258955da0fc6f1cee8443cd22efeb328b2e13adeeff192b44ac0bb68751d

Observation 7807f43f-406c-4fbf-88cf-33c20db65660 · outbound

This paper cites Stabilizing Generative Adversarial Networks: A Survey.

Diffusion-Based Approaches in Medical Image Generation and Analysis Stabilizing Generative Adversarial Networks: A Survey

Reference 53

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:42.079749Z digest=sha256:492d5c59842b12ef2b1965eb967eed8848bd9c54b9c956bf174a4d8839395eca

Observation 0b2386cc-14ce-47c2-a383-92562e7773b3 · outbound

This paper cites Spectral Normalization for Generative Adversarial Networks.

Diffusion-Based Approaches in Medical Image Generation and Analysis Spectral Normalization for Generative Adversarial Networks

Reference 54

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T10:17:42.085446Z digest=sha256:1344e17a8c2a038f8c54a60408e1f653b8916aa418d061f709c82f2886a8f134

Observation f50e3ba3-3331-45eb-8e65-03ae7d6e5c90 · outbound

This paper cites A Novel Framework for Selection of GANs for an Application.

Diffusion-Based Approaches in Medical Image Generation and Analysis A Novel Framework for Selection of GANs for an Application

Reference 55

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verified exact
local_arxiv, observed 2026-08-11T10:17:42.233731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.091240Z digest=sha256:ce7e126b524558412bbf350e8e68f36bdf56808665edade74d390ed277646bf3

Observation 57ee2a25-3650-407a-a9be-fcac0943a194 · outbound

This paper cites Hyperspherical Variational Auto-Encoders.

Diffusion-Based Approaches in Medical Image Generation and Analysis Hyperspherical Variational Auto-Encoders

Reference 56

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no resolver link, observed 2026-08-11T10:17:42.096690Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T10:17:42.096690Z digest=sha256:dd467d1ecdeed38efc0c6934712297782c1e2e39f2ccac8f9e45da71413eacb0

Observation 56f1f8c4-7652-48bc-9433-860e3ec0b057 · outbound

This paper cites Variational autoencoders and the variable collapse phenomenon.

Diffusion-Based Approaches in Medical Image Generation and Analysis Variational autoencoders and the variable collapse phenomenon

Reference 57

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verified fuzzy
raw_fallback, observed 2026-08-11T10:17:42.515110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.102777Z digest=sha256:5c8eb4049cc6ff2d61ec7694321952eff7760f2439f0510bba017523941e3ee7

Observation 078d8d31-effc-4351-81c5-3c2ff78de9c1 · outbound

This paper cites Survey of modern generative modelling.

Diffusion-Based Approaches in Medical Image Generation and Analysis Survey of modern generative modelling

Reference 58

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raw_fallback, observed 2026-08-11T10:17:42.492424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.108420Z digest=sha256:d51e2320d348661ffc7694c2eb97353e37853ef61fca3dc3b7dbccb8e31abe5a

Observation f94467da-94f7-4383-b52d-0d68e9bff269 · outbound

This paper cites Diffusion models in medical imaging: A comprehensive survey.

Diffusion-Based Approaches in Medical Image Generation and Analysis Diffusion models in medical imaging: A comprehensive survey

Reference 59

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raw_fallback, observed 2026-08-11T10:17:42.471601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.113679Z digest=sha256:8e11571c1a9a8ff69280b7a56c0dcde9c20f9897a2e267ec0dc927492f99fe9f

Observation cc59edf8-d657-45d8-b8ad-b265cacb8b40 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

Diffusion-Based Approaches in Medical Image Generation and Analysis Deep unsupervised learning using nonequilibrium thermodynamics

Reference 60

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:17:42.119084Z digest=sha256:df8890224b06a347c779ba6c1e866732aefbd9b3a765aff2ed89f6ff99c89b2b

Observation 91e6337f-287a-4060-bb43-6b524c82afb9 · outbound

This paper cites Memory-efficient array redistribution through portable collective communication.

Diffusion-Based Approaches in Medical Image Generation and Analysis Memory-efficient array redistribution through portable collective communication

Reference 61

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verified exact
local_arxiv, observed 2026-08-11T10:17:42.188276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.124366Z digest=sha256:70ccb03163fb5980fdf7bd78c202731649a45da0c1af8eda6b673541315ffaf6

Observation 9e8c3068-2d1b-41e4-b083-9a206cccbb78 · outbound

This paper cites Generative modeling by estimating gradients of the data distribution.

Diffusion-Based Approaches in Medical Image Generation and Analysis Generative modeling by estimating gradients of the data distribution

Reference 62

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raw_fallback, observed 2026-08-11T10:17:42.440094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T10:17:42.130436Z digest=sha256:3716e148a814965601a917c33ac9d75efbec7c4f5480373d405077cfad8ba7fb

Pith citing papers

Observation aff0d004-0d38-4ac5-b63a-639c102c9b14 · inbound

Wavelet-Fusion Diffusion Model for Multimodal Brain MRI Synthesis with Modality and Metadata Conditioning cites this paper.

Wavelet-Fusion Diffusion Model for Multimodal Brain MRI Synthesis with Modality and Metadata Conditioning Diffusion-Based Approaches in Medical Image Generation and Analysis

Reference 24

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arxiv_id, observed 2026-06-28T20:32:37.455261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-06-28T18:42:36.119311Z digest=sha256:2657d86cc1ae33e1813eb0b4e37332224e36b1a0bb64ad86feda994f70036675