Pith. sign in

Paper Citation Record · LEDGER

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model

As of 20 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2507.18012.

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

pith.paper-citation-record.v1
2507.18012 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:44:58.720749Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T06:37:54.517550Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T06:44:19.434115Z

Reference resolution

46 of 46 outbound references displayed

  • verified exact2
  • verified fuzzy42
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 51f41de2-e155-4477-b0f1-41136ad26119 · outbound

This paper cites A flexible method for multi-material decomposition of dual-energy CT images,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model A flexible method for multi-material decomposition of dual-energy CT images,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.262546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:56.309164Z digest=sha256:c31cdab8b4b580cad48587e72e4fbebfa94ab64d2f9ce174c040d439f989f24c

Observation 0181f7f3-dfbc-4779-a42c-892a9d33f3ba · outbound

This paper cites Quantitative imaging of element composition and mass fraction using dual-energy CT: Three-material decomposition,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Quantitative imaging of element composition and mass fraction using dual-energy CT: Three-material decomposition,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.252669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:56.374191Z digest=sha256:e9c2890539a5387cf17d2121b3b1f87e99064ed9e2effbe35838b3125a4422b4

Observation d96e1e76-92c7-4711-8633-5f81eea76f20 · outbound

This paper cites Quantitative dual-energy micro-CT with a photon-counting detector for material science and non-destructive testing,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Quantitative dual-energy micro-CT with a photon-counting detector for material science and non-destructive testing,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.242558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:56.416481Z digest=sha256:00c66d7bd1db11237b118da3ebe96eea3d84ef7069a7e2a2013feb17aa94c290

Observation ae21c15b-18d6-4f2d-846d-6c4a555ec3d8 · outbound

This paper cites Dual energy computed tomography for explosive detection,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Dual energy computed tomography for explosive detection,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.233526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:56.506420Z digest=sha256:854fd22264673581361605e52642ad42d557b6e430f8d44b540585c340c03575

Observation a4b35f3d-dc54-426f-a185-c7dc23347184 · outbound

This paper cites State of the art: dual-energy CT of the abdomen,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model State of the art: dual-energy CT of the abdomen,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.224856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:56.564506Z digest=sha256:dbe0cd7796914b9476276ebcf60f3a555b715ddbf0be5bec9bb690290696020d

Observation 32337e56-95b6-467f-9f8b-fcdf159f7261 · outbound

This paper cites First performance evaluation of a dual-source CT (DSCT) system,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model First performance evaluation of a dual-source CT (DSCT) system,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.214987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:56.621207Z digest=sha256:7089a4b109130b436102bf0d5d9692e9ab8fedaf67415017c09ef6b1eabc08f9

Observation b655076d-e0fe-4067-913d-7a1f087f4068 · outbound

This paper cites Dual layer CT,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Dual layer CT,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.205408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:56.720238Z digest=sha256:8d7b53a0fdc4663afc795aeeb217bd0d1e2ba9ad2429ef0a68912b58c7fd3f6a

Observation 38e3fee9-94c3-4dd7-9dc9-c87bd3c7fa97 · outbound

This paper cites Energy-selective reconstructions in X- ray computerised tomography,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Energy-selective reconstructions in X- ray computerised tomography,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.194777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:56.756317Z digest=sha256:39441d41d3e4bbf9cedc869de8deaa550828c490107157b0d43a093ae8c7a940

Observation 595d6404-770b-4639-a04a-49b2c3d396a1 · outbound

This paper cites Material differentiation by dual energy CT: initial experience,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Material differentiation by dual energy CT: initial experience,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.186737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:56.845300Z digest=sha256:1090540f4bc7737e88e9b8cdfb680a9120aff279bad0bd0ff9f3142a5c0ea4a6

Observation aefb5068-0104-41d7-a695-e19271dac792 · outbound

This paper cites Image-based dual energy CT using optimized precorrection functions: A practical new approach of material decomposition in image domain,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Image-based dual energy CT using optimized precorrection functions: A practical new approach of material decomposition in image domain,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.177304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:56.916988Z digest=sha256:1372144f4e855df959f9a0b82d15b5ee663d5ec6cea573713c68f4179b78f6b7

Observation 00105a80-d4a8-4795-9ab1-710d96e5bb5c · outbound

This paper cites Iterative image-domain decomposition for dual-energy CT,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Iterative image-domain decomposition for dual-energy CT,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.166946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:56.992468Z digest=sha256:35f80b7459756b5c93accf49238acee67a7466b34c6a19d5b1225f2a329ad39d

Observation e581109c-426e-4691-909f-439655080e12 · outbound

This paper cites Image domain dual material decomposition for dual-energy CT using butterfly network,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Image domain dual material decomposition for dual-energy CT using butterfly network,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.157188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.078910Z digest=sha256:46e1f6d809bf1641d05d7bf32692c55abda293658c1fa890ce67c91a322501f4

Observation d9b84626-194b-48c5-a402-357c44070274 · outbound

This paper cites Material decomposition from photon-counting CT using a convolutional neural network and energy-integrating CT training labels,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Material decomposition from photon-counting CT using a convolutional neural network and energy-integrating CT training labels,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.147371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.124513Z digest=sha256:08e3ac1e9a8fd8f6ce3f6d355ff34005eaebfa1e5f4a08890ea118c32e342c70

Observation 7bf2d1c0-695d-4f24-b22a-94a82b4b8761 · outbound

This paper cites A material decom- position method for dual-energy CT via dual interactive Wasserstein generative adversarial networks,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model A material decom- position method for dual-energy CT via dual interactive Wasserstein generative adversarial networks,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.137123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.214612Z digest=sha256:bfe0adc8914aee90eeb017fbf3b87983de9a1d6146c1fb880e7b9eb6ab64a174

Observation 6d06f57a-59d1-4ee8-8b92-2046da4f7069 · outbound

This paper cites Systematic review on learning-based spectral CT,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Systematic review on learning-based spectral CT,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.126642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.262996Z digest=sha256:72986759ca451c9688e3aad646653307a4de4db3c3bdcfacb2937514039599c6

Observation 3686efd0-082f-47fe-8ebc-5dff38b143ba · outbound

This paper cites An accurate method for direct dual- energy calibration and decomposition,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model An accurate method for direct dual- energy calibration and decomposition,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.116613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.325917Z digest=sha256:df45b1c9b04091bd0772bd410a18909bee44d71b6c1de91456d996be48b369c5

Observation 233df075-07d8-41a5-a427-27fe1e5d3bd8 · outbound

This paper cites Model-based iterative reconstruction for dual-energy X-ray CT using a joint quadratic likelihood model,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Model-based iterative reconstruction for dual-energy X-ray CT using a joint quadratic likelihood model,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.107427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.331080Z digest=sha256:2a076ebb4560f3dbfebfcfd071303ecde40df182b064d003cdcb68fb7d0f3c00

Observation c7a4e288-bfa1-4fdb-b9bd-c4698cd1ee8c · outbound

This paper cites Spectral angiography material decomposition using an empirical forward model and a dictionary-based regularization,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Spectral angiography material decomposition using an empirical forward model and a dictionary-based regularization,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.098565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.415154Z digest=sha256:b8ec41cc219f098df577247b35bc7553f212c74d9b685450ce6de8eb8e905f94

Observation 56ff83b0-9924-4deb-b9f7-98abca804a74 · outbound

This paper cites Multi-material decomposition using statistical image reconstruction for spectral CT,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Multi-material decomposition using statistical image reconstruction for spectral CT,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.090187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.481749Z digest=sha256:409cc1f23f262c5547c9ce00df0c3b2403787c0b7b45a4992c9aae43ba541b13

Observation 937b7ae3-7d4c-4666-aaa0-e3285aaa170c · outbound

This paper cites Joint statistical iterative material image reconstruction for spectral computed tomography using a semi-empirical forward model,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Joint statistical iterative material image reconstruction for spectral computed tomography using a semi-empirical forward model,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.080922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.560380Z digest=sha256:555c6a52b1946ea21fa1dba895704be1f0c2cf52f58ca0d1dfefaa840f21ab47

Observation e03d4651-e69c-4b4e-9020-c033f61511cc · outbound

This paper cites An algorithm for constrained one-step inversion of spectral CT data,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model An algorithm for constrained one-step inversion of spectral CT data,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.071068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.652106Z digest=sha256:a817f8ad1c190ef65f4e73961eee3a556f87dcfa69580f42ebe3f02861e75707

Observation a27a1509-600a-41cd-8075-1d6e39737ab7 · outbound

This paper cites Physics-/model-based and data-driven methods for low-dose computed tomography: A survey,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Physics-/model-based and data-driven methods for low-dose computed tomography: A survey,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.061960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.763046Z digest=sha256:46e1eac17bfd5f0e78dc72210747c23f30cdd49885f6e800bd5d8da146621b60

Observation 0e8854cf-9ed9-42d4-8d32-729fea025da2 · outbound

This paper cites DIRECT-Net: A unified mutual- domain material decomposition network for quantitative dual-energy CT imaging,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model DIRECT-Net: A unified mutual- domain material decomposition network for quantitative dual-energy CT imaging,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.053074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.852136Z digest=sha256:392fea9cb33a67c29926215289530b5b9c9990bcdb1a0fa22f885535eea6365e

Observation f10f8cb5-a76f-431c-bc59-cc7d7f37a958 · outbound

This paper cites Regularization by denoising sub-sampled newton method for spectral CT multi-material decomposition,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Regularization by denoising sub-sampled newton method for spectral CT multi-material decomposition,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.043329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:57.995892Z digest=sha256:2f8122d62cd7ee2a13e52a27543e851d5463a9cd68f68b0868d1a1997f4acccd

Observation 874b4b2b-5f38-46c3-9c02-0bf41fda598b · outbound

This paper cites Iterative material decomposition for spectral CT using self-supervised Noise2Noise prior,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Iterative material decomposition for spectral CT using self-supervised Noise2Noise prior,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.033552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.062179Z digest=sha256:770fe2dc6796098a4e64e0f9c29c1d920df5d393113f7b071ccd4d611a8c3f60

Observation dbff42de-b426-4440-a31b-178baf730575 · outbound

This paper cites Material decomposition in photon-counting computed tomography with diffusion models: Com- parative study and hybridization with variational regularizers,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Material decomposition in photon-counting computed tomography with diffusion models: Com- parative study and hybridization with variational regularizers,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:58.119136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:58.119136Z digest=sha256:9999212d90fe6cb1f68f5df2ccba76f5e36f464204537fcb9d086d6b620d968d

Observation b62ccff0-2ff0-461d-83a8-0f21c5fa6e0e · outbound

This paper cites Denoising diffusion probabilistic models,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Denoising diffusion probabilistic models,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.024194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.257166Z digest=sha256:cb9b341c4792096d58310ab491c90b0ee80dfb875d7ceef0d638b6f02801574f

Observation 9bfad074-93f1-4ccb-8555-a6c162d7b206 · outbound

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

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Palette: Image-to-image diffusion models,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.014941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.355478Z digest=sha256:e8a096ef591219aa35103c20f302123e27c1931a9744980591ef1060adfbf49c

Observation ffd6af3f-ba18-4d4c-983a-22275ce74723 · outbound

This paper cites Denoising diffusion restoration models,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Denoising diffusion restoration models,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:59.003986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.469822Z digest=sha256:6fc3e31a8e47cdc96ae85eac720f80fbc70e91f8812fd1326e1a0b585400d105

Observation a91a9309-3078-44a1-b3dc-f1734dc71d5d · outbound

This paper cites Solving inverse problems in medical imaging with score-based generative models,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Solving inverse problems in medical imaging with score-based generative models,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.993404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.532906Z digest=sha256:70c3cd554b6e98e381da9533524db0cc8d189919c286f03929b0cd4a8044a184

Observation 7aa966fe-252d-4717-a233-a7c7fc77c378 · outbound

This paper cites Spectral CT Two-step and One-step Material Decomposition using Diffusion Posterior Sampling.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Spectral CT Two-step and One-step Material Decomposition using Diffusion Posterior Sampling

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:44:58.767068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.654130Z digest=sha256:ef7812680766f8cf309c24c7eb56fdb21034b5260f24f41d955db5422c160e3c

Observation e013ac70-f629-4b9d-b17a-2fed651c2e9a · outbound

This paper cites Multi-Material Decomposition Using Spectral Diffusion Posterior Sampling.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Multi-Material Decomposition Using Spectral Diffusion Posterior Sampling

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:44:58.753896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.682450Z digest=sha256:4dedf46a697b808b2328f9cd966b28fe8f35e3e168fa845b81382d507b1a8478

Observation 328f30a6-30f3-49d0-b9f2-cdcba4bb0f1b · outbound

This paper cites Diffusion models as plug-and-play priors,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Diffusion models as plug-and-play priors,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.983455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.686529Z digest=sha256:3ffa8ff94d0c07b4d880cef165ce49bc3104b41a9af3acd17507947d50f247d0

Observation e29344bc-1db1-47e6-bf25-acbd1ebe7c55 · outbound

This paper cites Denoising diffusion models for plug-and-play image restoration,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Denoising diffusion models for plug-and-play image restoration,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.973209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.689705Z digest=sha256:7cdf6096c34f2b5055f79ce2da2a3bcc1eb495fdc0ed29e1b1d1f7e36207b0bb

Observation 4d1f3c1a-0a25-4c47-8d99-0b71ac1144d2 · outbound

This paper cites Low-dose CT for the detection and classification of metastatic liver lesions: results of the 2016 low dose CT grand challenge,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Low-dose CT for the detection and classification of metastatic liver lesions: results of the 2016 low dose CT grand challenge,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.962559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.692530Z digest=sha256:e60c17b3818c60272594a8d54253423c8a40493680e30770432793f2178233ea

Observation 11486a4b-d559-43bd-87f5-f238c41be0b1 · outbound

This paper cites A recursive filter for noise reduction in statistical iterative tomographic imaging,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model A recursive filter for noise reduction in statistical iterative tomographic imaging,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.953533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.695241Z digest=sha256:46fb639eec76160f59363d565fb07899f1a367ad967c75637e131ff5a55107ee

Observation 09f8371f-420e-4c16-ba56-a3f370d61880 · outbound

This paper cites Denoising diffusion implicit models,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Denoising diffusion implicit models,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.943473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.698203Z digest=sha256:54a394022885b448827ae669457e06bce554594bfd096c1e4c8e04d28c068d67

Observation 068b0003-6e14-4e82-801a-774d0d67c465 · outbound

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

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Generative modeling by estimating gradients of the data distribution,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.933720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.700715Z digest=sha256:347e7eac11a8cc882fbcc5a89c748c61116e0d780c211a479b00ec7c44628dd1

Observation 8aa72e4f-9266-4af6-b62c-8580866a7eac · outbound

This paper cites Conjugate gradient method,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Conjugate gradient method,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.923952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.703284Z digest=sha256:4fb3073c315b542e1909b98ca29cba2690cf83cc6fef038fc1e5726df2e031bc

Observation 091c1484-0b6c-42ab-a985-9555a20c9e4b · outbound

This paper cites Improving PET/CT attenuation correction with iterative CT beam hardening correction,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Improving PET/CT attenuation correction with iterative CT beam hardening correction,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.911385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.705923Z digest=sha256:e1c07d19e74fa9e1f4b0ba59ec0d2e6090e36d8c93d2338cd94cfd2ac523cb24

Observation 5b55932a-d7fa-4d60-abab-3b7d93229e14 · outbound

This paper cites Tomosipo: Fast, flexible, and convenient 3D tomography for complex scanning geometries in Python,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Tomosipo: Fast, flexible, and convenient 3D tomography for complex scanning geometries in Python,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.901690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.708257Z digest=sha256:b289bb6c0854e0617cbca3a50fb674ea8ae8ae61e49910d9beb58302121f37af

Observation bbab6d8a-f37e-43e2-808d-5a212a4c3718 · outbound

This paper cites Spekpy v2. 0—a software toolkit for modeling X-ray tube spectra,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Spekpy v2. 0—a software toolkit for modeling X-ray tube spectra,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.891938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.710800Z digest=sha256:f81553a8011ad5295cf856fd2a896e67a1fafa2549b1db324a7994897055f887

Observation 2a6a2ad7-2083-4aa1-a627-df298750a61f · outbound

This paper cites Tables of X-ray mass attenuation coefficients and mass energy-absorption coefficients 1 kev to 20 mev for elements Z = 1 to 92 and 48 additional substances of dosimetric interest,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Tables of X-ray mass attenuation coefficients and mass energy-absorption coefficients 1 kev to 20 mev for elements Z = 1 to 92 and 48 additional substances of dosimetric interest,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.881987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.713136Z digest=sha256:3f93dfcabd60aa9111467b5db37a527a6240b166d7ed91f4a3845aa5a6d1404a

Observation cbbae51e-ad62-4943-8c06-358c1605ef2b · outbound

This paper cites Equivariant imaging: Learning beyond the range space,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Equivariant imaging: Learning beyond the range space,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.871480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.715733Z digest=sha256:2ee25cf94540e624ab6b8df93dd555dbe97342e4f5da43a9bf6064ca4f64b991

Observation e9854637-844c-43b6-884a-af9a75c7e055 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Pytorch: An imperative style, high-performance deep learning library,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:58.718397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:58.718397Z digest=sha256:00c24516dff3dc91a8966534519c41068e493422af500b3955ea04e12c91b0d1

Observation 085ded02-46fd-469e-80c7-416896515b4b · outbound

This paper cites Improving diffusion models for inverse problems using manifold constraints,.

Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model Improving diffusion models for inverse problems using manifold constraints,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:58.856257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:44:58.720749Z digest=sha256:6ba5145ae794dff00560cf994fe762a0bb3a5a349143f69622674d1cc16828ed

Pith citing papers

Observation 44b0ebdd-55ed-4056-9086-d3b800543f16 · inbound

A Dual-domain Refinement Network with FBP-based Jacobian Learning for Sparse-view Dual-Energy CT Material Decomposition cites this paper.

A Dual-domain Refinement Network with FBP-based Jacobian Learning for Sparse-view Dual-Energy CT Material Decomposition Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-06-30T06:44:19.435536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-30T06:37:54.517550Z digest=sha256:e598b7fd7caa6cd01b319fa50d6f769dbd19d30aecd9203caf9651b70950675a