Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T05:03:38.229387Z
Paper Citation Record · LEDGER
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning
As of 19 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2502.03360.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
25 of 25 outbound references displayed
- verified exact1
- verified fuzzy6
- unresolved18
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b6c385b6-4e59-42eb-b761-214d4da3e353 · outbound
This paper cites Otto, Volumetric modulated arc therapy: IMRT in a single gantry arc, Medical physics 35 , 310--317 (2008).
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Otto, Volumetric modulated arc therapy: IMRT in a single gantry arc, Medical physics 35 , 310--317 (2008)
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:03:39.180188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c3b25211-7f80-4003-8b4a-a930fe0a9cf6 · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:39.171089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7869e45f-56d5-49c4-9c03-e4762a025df8 · outbound
This paper cites McIntosh, M.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning McIntosh, M
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:03:39.161279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation be29c236-a1bf-400a-ac88-a5c1fdb050a7 · outbound
This paper cites Kearney, J.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Kearney, J
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:03:39.149218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 295188a6-2506-479f-bf58-7c948b921923 · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:39.134809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 28ccd4df-af4e-47f5-8078-37610fc49248 · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:39.119414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 73c2f4bc-4aff-4433-a4e8-c51bc74fd344 · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:39.105971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9168488e-e1b7-4b88-8985-8871213f3578 · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:39.047478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3ec4be23-ae89-4598-9c23-7f392a3a0b00 · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:38.896912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 039d0f6c-f091-4c33-bbe8-d417bb02b6ba · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:38.804817Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2eb9ac0f-90be-4560-8645-1e7ebf574be6 · outbound
This paper cites Generalizability of deep learning based fluence map prediction as an inverse planning approach.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Generalizability of deep learning based fluence map prediction as an inverse planning approach
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T05:03:38.331796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 31f6f06a-cc7b-4b27-90fb-107c53b137f3 · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:38.685781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0d440a63-4871-4493-a6a0-898329a5153c · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:38.654980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 501594a4-955f-4c02-b14d-ecc4e2aa5d53 · outbound
This paper cites C i c ek, A.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning C i c ek, A
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:03:38.644895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c87684f2-550c-4b4a-864a-0288272981a6 · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T05:03:38.105309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25b7f970-5db2-4ffe-ae95-ae0e5103ad3d · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:38.629654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ce177d5e-3dd1-45f4-bc19-f38a4ff365e4 · outbound
This paper cites Automating RT Planning at Scale: High Quality Data For AI Training.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Automating RT Planning at Scale: High Quality Data For AI Training
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T05:03:38.111371Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a32b852-28c2-4f69-b0c8-28090343b369 · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:38.616486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ea6804dd-dc52-4f30-9747-abd472e8c108 · outbound
This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T05:03:38.118044Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60840306-0d5d-4f9e-a1d5-3f67fdef86ca · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:38.605419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5ec771ba-51ff-45c5-bd99-cbc8a558cff2 · outbound
This paper cites Ronneberger, P.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Ronneberger, P
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:03:38.574639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation eacd013a-e9a9-4444-9288-53e045e5c6fe · outbound
This paper cites Gao, F.-C.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Gao, F.-C
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:03:38.546303Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6077f572-e097-452b-be58-f18f09373e53 · outbound
This paper cites an unresolved cited work.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:03:38.442191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 66bdc8b3-d7bb-4e16-92fb-971e75cb7340 · outbound
This paper cites , " * write output.state after.block =.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning , " * write output.state after.block =
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T05:03:38.196199Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd8b6305-adfb-41ae-89e5-f70f501c9036 · outbound
This paper cites write newline.
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning write newline
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T05:03:38.229387Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.