Paper Citation Record · LEDGER

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2505.17338.

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

pith.paper-citation-record.v1
2505.17338 v3

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:52:49.440483Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T06:47:24.334734Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

32 of 32 outbound references displayed

verified exact2
verified fuzzy14
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 604e2175-4cc5-44a3-9e54-6a287a295690 · outbound

This paper cites High-quality mul- timodal volume rendering for preoperative planning of neurosurgical interventions.IEEE Transactions on Visualization and Computer Graphics, 13(6):1696–1703, 2007.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering High-quality mul- timodal volume rendering for preoperative planning of neurosurgical interventions.IEEE Transactions on Visualization and Computer Graphics, 13(6):1696–1703, 2007

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:52.854400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 51662d27-9ef2-4054-881f-3884306560be · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering On the Opportunities and Risks of Foundation Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:46.608680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eedbcb74-f1a6-49e7-a9d5-006c83a9c640 · outbound

This paper cites Structure-Aware Sparse-View X-ray 3D Reconstruction (SAX-NeRF).

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Structure-Aware Sparse-View X-ray 3D Reconstruction (SAX-NeRF)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:52.638823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d2ff5ce-52f9-4533-b173-49e8a3f3069b · outbound

This paper cites Three-dimensional cinematic rendering to optimize visualization of cerebrovascular anatomy and disease in ct angiography.Journal of Neuroimaging, 30(3):286–296, 2020.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Three-dimensional cinematic rendering to optimize visualization of cerebrovascular anatomy and disease in ct angiography.Journal of Neuroimaging, 30(3):286–296, 2020

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:52.467684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ca4771af-eed3-499d-8f91-d321f3ab5406 · outbound

This paper cites an unresolved cited work.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:52:52.335464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c6987a46-f1cd-4f04-80c5-5a8f2b7e1659 · outbound

This paper cites Cinematic rendering–an alternative to volume rendering for 3d computed tomography imaging.Insights into imaging, 7:849–856, 2016.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Cinematic rendering–an alternative to volume rendering for 3d computed tomography imaging.Insights into imaging, 7:849–856, 2016

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:52.042280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08a79bb2-a00d-42ad-a690-d6f61f962176 · outbound

This paper cites Cinematic rendering in ct: a novel, lifelike 3d visualization technique.American Journal of Roentgenology, 209(2):370–379, 2017.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Cinematic rendering in ct: a novel, lifelike 3d visualization technique.American Journal of Roentgenology, 209(2):370–379, 2017

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:51.865823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e70d8e77-6028-4bc2-b6be-16df43c20b3f · outbound

This paper cites Comparison of cinematic rendering and computed tomography for speed and comprehension of surgical anatomy.JAMA surgery, 154(8):738–744, 2019.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Comparison of cinematic rendering and computed tomography for speed and comprehension of surgical anatomy.JAMA surgery, 154(8):738–744, 2019

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:51.703863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c7c2dc10-5ed0-4f31-839b-759e47bfc351 · outbound

This paper cites Maier-Hein.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Maier-Hein

Reference 9

Resolution: verified exact; raw_fallback, observed 2026-08-07T14:52:49.888836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3904c3dc-3b4d-497c-9a3a-7c2d95c0a2c5 · outbound

This paper cites FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:47.424429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fd308d7-7db9-44af-bc6f-270e957406a2 · outbound

This paper cites Ddgs-ct: Direction-disentangled gaussian splatting for realistic volume rendering.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Ddgs-ct: Direction-disentangled gaussian splatting for realistic volume rendering

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:51.507741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c324a39a-55c4-40b1-8c6f-fee59f358daf · outbound

This paper cites 6DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Rendering.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering 6DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Rendering

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:52:49.623511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 90a07b88-9026-4f1c-8fd1-58c47337621b · outbound

This paper cites Gpu-based volume rendering for medical image visualization.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Gpu-based volume rendering for medical image visualization

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:51.369154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89fdf93a-7ef0-4376-84ed-bb918e7c621a · outbound

This paper cites Jäger, Simon A.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Jäger, Simon A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:51.197598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 607e9220-f5e0-4511-a845-34c058165c7a · outbound

This paper cites nnu-net revisited: A call for rigorous validation in 3d medical image segmentation.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering nnu-net revisited: A call for rigorous validation in 3d medical image segmentation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:50.995415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43dbc14c-367c-4e38-aa28-6245f563fca7 · outbound

This paper cites nnInteractive: Redefining 3D Promptable Segmentation.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering nnInteractive: Redefining 3D Promptable Segmentation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:47.922242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b56c24f-3e03-46e1-9fc6-ef7a757f65e0 · outbound

This paper cites an unresolved cited work.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:52:50.838206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 804bf67f-955e-4187-9b3c-732a52358c4c · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.ACM Trans.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering 3d gaussian splatting for real-time radiance field rendering.ACM Trans

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:48.116354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aede4af-28a9-433a-a658-3113ba1b3f3c · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Adam: A Method for Stochastic Optimization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:48.212456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a2de951-ae1d-411a-9aed-08c612324190 · outbound

This paper cites Segment anything in medical images.Nature Communications, 15(1):654, 2024.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Segment anything in medical images.Nature Communications, 15(1):654, 2024

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:48.320831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f1d7828-16aa-47c9-ac49-6cf16630ee9a · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view synthesis.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Nerf: Representing scenes as neural radiance fields for view synthesis

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:48.442173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da4f1529-bd39-47bb-9191-79696f3c2d0e · outbound

This paper cites Foundation models for generalist medical artificial intelligence.Nature, 616(7956):259–265, 2023.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Foundation models for generalist medical artificial intelligence.Nature, 616(7956):259–265, 2023

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:48.508754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65ffc779-3b93-4605-9f6a-2944441be4f9 · outbound

This paper cites Foundation models in radiology: What, how, why, and why not.Radiology, 314(2):e240597, 2025.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Foundation models in radiology: What, how, why, and why not.Radiology, 314(2):e240597, 2025

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:50.616327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 157e58a4-df2c-4c6e-910e-0617a31bc566 · outbound

This paper cites MIT Press, 2023.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering MIT Press, 2023

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:48.705258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47177c9e-5886-4ad3-9baa-13f314cd94c8 · outbound

This paper cites Ct-org, a new dataset for multiple organ segmentation in computed tomography.Scientific Data, 7(1): 381, 2020.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Ct-org, a new dataset for multiple organ segmentation in computed tomography.Scientific Data, 7(1): 381, 2020

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:50.506833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d6c3c59-2cc3-4d87-9b0a-8514928bc787 · outbound

This paper cites Structure-from-motion revisited.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Structure-from-motion revisited

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:48.854033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35950307-c299-4e53-b854-73b024bf9110 · outbound

This paper cites LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:48.941188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c768d9c-8d1a-48da-a57a-07458c71cac0 · outbound

This paper cites Bovik, Hamid R.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Bovik, Hamid R

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:50.251917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d49cb44-af41-4fab-bea8-231d6dd70686 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4): 600–612, 2004.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4): 600–612, 2004

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:49.165879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8073d5f0-89e6-41c5-8b26-dd5059fb443b · outbound

This paper cites Totalseg- mentator: robust segmentation of 104 anatomic structures in ct images.Radiology: Artificial Intelligence, 5(5):e230024, 2023.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Totalseg- mentator: robust segmentation of 104 anatomic structures in ct images.Radiology: Artificial Intelligence, 5(5):e230024, 2023

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:49.247113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 998b0670-58ca-462a-a14f-af74aae82219 · outbound

This paper cites Grm: Large gaussian reconstruction model for efficient 3d reconstruction and generation.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering Grm: Large gaussian reconstruction model for efficient 3d reconstruction and generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:49.314108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac5f5c26-e6a9-4683-b358-e9f70e03b980 · outbound

This paper cites The unrea- sonable effectiveness of deep features as a perceptual metric.

Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering The unrea- sonable effectiveness of deep features as a perceptual metric

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:50.057887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation c03889af-54d6-4fb7-9b2b-7e08b8fc25f9 · inbound

Hybrid Foveated Path Tracing with Peripheral Gaussians for Immersive Anatomy cites this paper.

Hybrid Foveated Path Tracing with Peripheral Gaussians for Immersive Anatomy Render-FM: Feedforward Model for Real-time Photorealistic Volumetric Rendering

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-03T06:49:04.445397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.