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Paper Citation Record · LEDGER

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods

As of 23 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2505.06811.

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pith.paper-citation-record.v1
2505.06811 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:35:31.228848Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

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External citation measurements

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Outbound references

Observation ee170c0f-0d90-4085-b2c2-5303d0750ddb · outbound

This paper cites Accelerated mr spectroscopic imaging—a review of current and emerging techniques,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Accelerated mr spectroscopic imaging—a review of current and emerging techniques,

Reference 1

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Observation 0a522219-287e-4817-8e7b-006451bc0d07 · outbound

This paper cites Nmr chemical shift imaging in three dimensions.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Nmr chemical shift imaging in three dimensions

Reference 2

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Observation 461e8ee6-0f2a-48d7-bc11-2176f126d512 · outbound

This paper cites Spatially resolved high resolution spectroscopy by “four-dimensional.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Spatially resolved high resolution spectroscopy by “four-dimensional

Reference 3

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Observation 5d6484ac-2e58-4175-bcab-e59088c9d638 · outbound

This paper cites Multivendor implementation and comparison of volumetric whole-brain echo-planar mr spectroscopic imaging,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Multivendor implementation and comparison of volumetric whole-brain echo-planar mr spectroscopic imaging,

Reference 4

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Observation 4b8e1d7b-e895-49e2-88a6-86deb5a24738 · outbound

This paper cites An advanced mri and mrsi data fusion scheme for enhancing unsupervised brain tumor differentiation,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods An advanced mri and mrsi data fusion scheme for enhancing unsupervised brain tumor differentiation,

Reference 5

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Observation 2877df79-b4c2-4ad6-bc21-50ad69ab2c12 · outbound

This paper cites Super- resolution whole-brain 3d mr spectroscopic imaging for mapping d- 2-hydroxyglutarate and tumor metabolism in isocitrate dehydrogenase 1–mutated human gliomas,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Super- resolution whole-brain 3d mr spectroscopic imaging for mapping d- 2-hydroxyglutarate and tumor metabolism in isocitrate dehydrogenase 1–mutated human gliomas,

Reference 6

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Observation 9f009494-5cac-46de-96f8-2c6df2f808b7 · outbound

This paper cites Motion correction methods for mrs: experts’ consensus recom- mendations,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Motion correction methods for mrs: experts’ consensus recom- mendations,

Reference 7

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Observation cbc367cb-b181-46a5-b6a6-cdd7fb6c19b6 · outbound

This paper cites B0 shimming for in vivo magnetic resonance spectroscopy: experts’ consensus recommendations,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods B0 shimming for in vivo magnetic resonance spectroscopy: experts’ consensus recommendations,

Reference 8

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Observation f8859850-ecae-4bb2-a235-7788fa74915c · outbound

This paper cites Water and lipid suppression techniques for advanced 1h mrs and mrsi of the human brain: experts’ consensus recommendations,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Water and lipid suppression techniques for advanced 1h mrs and mrsi of the human brain: experts’ consensus recommendations,

Reference 9

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Observation 69696b01-4a10-45ce-9c04-6ecd7cac6721 · outbound

This paper cites High- resolution 1h-mrsi of the brain using spice: data acquisition and image reconstruction,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods High- resolution 1h-mrsi of the brain using spice: data acquisition and image reconstruction,

Reference 10

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Observation cb1c8551-ff2b-432f-9dbf-2eb878f98b47 · outbound

This paper cites Fast high-resolution brain metabolite mapping on a clinical 3t mri by accelerated h-fid-mrsi and low-rank constrained reconstruction,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Fast high-resolution brain metabolite mapping on a clinical 3t mri by accelerated h-fid-mrsi and low-rank constrained reconstruction,

Reference 11

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Observation cd400501-6adf-4d4b-8b13-d7e65b544ded · outbound

This paper cites Slice imputation: Multiple intermedi- ate slices interpolation for anisotropic 3d medical image segmentation,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Slice imputation: Multiple intermedi- ate slices interpolation for anisotropic 3d medical image segmentation,

Reference 12

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Observation bfce892f-1783-4fb6-b7b1-2fc2999de4b3 · outbound

This paper cites Robust smoothing of gridded data in one and higher dimen- sions with missing values,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Robust smoothing of gridded data in one and higher dimen- sions with missing values,

Reference 13

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Observation 82bdbdf2-8954-4f94-bcca-f431fce550e7 · outbound

This paper cites Inpainting as a technique for estimation of missing voxels in brain imaging,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Inpainting as a technique for estimation of missing voxels in brain imaging,

Reference 14

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Observation 1d9f0327-2b5e-4203-8395-856aac3b8009 · outbound

This paper cites Seunet-trans: A simple yet effective unet-transformer model for medical image segmentation,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Seunet-trans: A simple yet effective unet-transformer model for medical image segmentation,

Reference 15

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Observation a947de1c-ec21-4782-879f-a59337a57660 · outbound

This paper cites Deep learning for pet image reconstruction,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Deep learning for pet image reconstruction,

Reference 16

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Observation de38a295-d3ea-4386-8d9e-36784477e826 · outbound

This paper cites Adversarial in- painting of medical image modalities,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Adversarial in- painting of medical image modalities,

Reference 17

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Observation 59e8ed2b-7e22-42bb-9a13-3a36f3f9ce5a · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods U-net: Convolutional networks for biomedical image segmentation,

Reference 18

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Observation a6aa660b-ec5f-442a-b04d-9224995f6034 · outbound

This paper cites 3d u-net: learning dense volumetric segmentation from sparse annotation,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods 3d u-net: learning dense volumetric segmentation from sparse annotation,

Reference 19

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Observation 02c19e2a-9828-453b-b07b-0469eaf1a497 · outbound

This paper cites UNETR: Transformers for 3D Medical Image Segmentation.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods UNETR: Transformers for 3D Medical Image Segmentation

Reference 20

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Observation 0c009c25-1948-40ff-9b0c-7b874234f884 · outbound

This paper cites Denoising single mr spectra by deep learning: Miracle or mirage?.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Denoising single mr spectra by deep learning: Miracle or mirage?

Reference 21

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Observation 06cdd560-1412-45a5-9178-ef4f9acd3e45 · outbound

This paper cites A review of machine learning applications for the proton mr spectroscopy workflow,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods A review of machine learning applications for the proton mr spectroscopy workflow,

Reference 22

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Observation 51346735-a421-4ec7-b640-60cfa4d6123f · outbound

This paper cites Deep learning pipeline for quality filtering of mrsi spectra,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Deep learning pipeline for quality filtering of mrsi spectra,

Reference 23

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Observation eea6b207-6734-4857-83a6-2b679e36781f · outbound

This paper cites Super-resolution 1h magnetic resonance spectroscopic imaging utilizing deep learning,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Super-resolution 1h magnetic resonance spectroscopic imaging utilizing deep learning,

Reference 24

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Observation 5185fff2-5557-4763-98ce-8df047beeb3b · outbound

This paper cites Nimg-16. deep learning super-resolution mr spectroscopic imaging to map tumor metabolism in mutant idh glioma patients,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Nimg-16. deep learning super-resolution mr spectroscopic imaging to map tumor metabolism in mutant idh glioma patients,

Reference 25

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Observation 5a81b9b0-d089-4483-8e54-90c267c7744a · outbound

This paper cites Deep learning super-resolution magnetic resonance spectroscopic imaging of brain metabolism and mutant isocitrate dehydrogenase glioma,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Deep learning super-resolution magnetic resonance spectroscopic imaging of brain metabolism and mutant isocitrate dehydrogenase glioma,

Reference 26

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Observation b8285da6-2cb3-488c-8fa8-bbdef8bdfffb · outbound

This paper cites Super-resolution mr spectroscopic imaging via diffusion models for tumor metabolism mapping,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Super-resolution mr spectroscopic imaging via diffusion models for tumor metabolism mapping,

Reference 27

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Observation 556efc7d-a63b-43e5-ba10-cebc9f204ec4 · outbound

This paper cites User-guided 3d active contour segmentation of anatomical structures: significantly improved efficiency and reliability,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods User-guided 3d active contour segmentation of anatomical structures: significantly improved efficiency and reliability,

Reference 28

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Observation 68b8ef65-a455-4764-b731-9b2d47dad492 · outbound

This paper cites Jenkinson, C.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Jenkinson, C

Reference 29

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Observation c4478746-3786-48c1-9345-e06d35473670 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Adam: A Method for Stochastic Optimization

Reference 30

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Observation 5ff08b66-13dc-4ea4-8e9a-3170bd29e0d2 · outbound

This paper cites Inter- subject stability and regional concentration estimates of 3d-fid-mrsi in the human brain at 7 t,.

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods Inter- subject stability and regional concentration estimates of 3d-fid-mrsi in the human brain at 7 t,

Reference 31

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