Paper Citation Record · LEDGER

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy

As of 13 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2411.18767.

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

pith.paper-citation-record.v1
2411.18767 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:57:42.429860Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact1
verified fuzzy21
unresolved5
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0afb504c-af8c-4ab5-9827-89e292f3bba8 · outbound

This paper cites an unresolved cited work.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:57:42.630054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 98c418e2-3140-4f17-921b-2af5c7d10068 · outbound

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

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy U-net: Convolutional networks for biomedical image segmentation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T10:57:42.365813Z

Source-reported events for the cited work

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Observation 1059e325-ba6a-42f6-8356-75c5ccc2953f · outbound

This paper cites nnu-net: a self-configuring method for deep learning-based biomedical image segmentation.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy nnu-net: a self-configuring method for deep learning-based biomedical image segmentation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T10:57:42.368435Z

Source-reported events for the cited work

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Observation 68f875cd-affd-45a7-9ab9-e0a63f847ed8 · outbound

This paper cites Geometric evaluations of ct and mri based deep learning segmentation for brain oars in radiotherapy.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Geometric evaluations of ct and mri based deep learning segmentation for brain oars in radiotherapy

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.615953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1c194d5b-b4ef-4856-8fbd-868f37aa5612 · outbound

This paper cites Generaliz- ability of deep learning in organ-at-risk segmentation: A transfer learning study in cervical brachytherapy.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Generaliz- ability of deep learning in organ-at-risk segmentation: A transfer learning study in cervical brachytherapy

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.608467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cb3a77f9-3c09-401a-bd94-58aba96b33ab · outbound

This paper cites A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.600929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 214dedfa-ae24-4f02-8cbb-1ae73262474f · outbound

This paper cites Moore, Thomas G.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Moore, Thomas G

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.593831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4110c90a-06b0-47ad-b2a3-bb8d9f61b862 · outbound

This paper cites OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.587145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b2c1dba3-548a-45aa-bfee-86ea1fb5beae · outbound

This paper cites Deep learning–based dose prediction for automated, individualized quality assurance of head and neck radiation therapy plans.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Deep learning–based dose prediction for automated, individualized quality assurance of head and neck radiation therapy plans

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.580178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ea910be3-ba5f-4094-9355-ef7e48999806 · outbound

This paper cites A transformer-embedded multi-task model for dose distribution prediction.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy A transformer-embedded multi-task model for dose distribution prediction

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.572848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b2ebe319-9753-4e5d-9d86-0845b9b3dc0f · outbound

This paper cites A cascade 3d u-net for dose prediction in radiotherapy.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy A cascade 3d u-net for dose prediction in radiotherapy

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.565541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 898f475d-f6c9-4474-bf20-96a261497d6e · outbound

This paper cites 3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy 3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.558538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1cd075fd-b988-42b9-9af6-9d8bee42dd35 · outbound

This paper cites Flexible- cm gan: Towards precise 3d dose prediction in radiotherapy.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Flexible- cm gan: Towards precise 3d dose prediction in radiotherapy

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.550298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 982dd6bd-9f97-4223-8fa1-9b29d2244886 · outbound

This paper cites Diffdp: Radiotherapy dose prediction via a diffusion model.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Diffdp: Radiotherapy dose prediction via a diffusion model

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.543289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c67e1b9c-9610-49f0-a859-ba324caf8cf7 · outbound

This paper cites Dose distribution prediction for head-and-neck cancer radiotherapy using a generative adversarial network: influence of input data.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Dose distribution prediction for head-and-neck cancer radiotherapy using a generative adversarial network: influence of input data

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.535300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c2343d2d-e6ac-4069-86c7-47d989f155d1 · outbound

This paper cites Multitask learning.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Multitask learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T10:57:42.401871Z

Source-reported events for the cited work

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Observation 8cb33f40-a243-4800-b46e-b9913c36cf6a · outbound

This paper cites Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-12T10:57:42.452789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 826b2472-7849-4fb4-b328-a53366f6f058 · outbound

This paper cites Multi-task deep learning based ct imaging analysis for covid-19 pneumonia: Classification and segmentation.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Multi-task deep learning based ct imaging analysis for covid-19 pneumonia: Classification and segmentation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.523620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9036aab6-e736-4eb2-8fd4-0001e12ed9c6 · outbound

This paper cites Multi-task attention-based semi-supervised learning for medical image segmentation.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Multi-task attention-based semi-supervised learning for medical image segmentation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.516607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b99dd861-34b9-472d-aa42-d26c36840e0b · outbound

This paper cites Deep learning for multi-task medical image segmentation in multiple modalities.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Deep learning for multi-task medical image segmentation in multiple modalities

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.509517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4c5b0868-4ab6-4026-aea6-0844f7e83d03 · outbound

This paper cites Multi-task deep learning for medical image computing and analysis: A review.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Multi-task deep learning for medical image computing and analysis: A review

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.501869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b6649ce4-2b69-492f-aa69-afb8faa7cf18 · outbound

This paper cites Conversion of single-energy ct to parametric maps of dual-energy ct using convolutional neural network.British Journal of Radiology, 97(1158):1180– 1190, 2024.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Conversion of single-energy ct to parametric maps of dual-energy ct using convolutional neural network.British Journal of Radiology, 97(1158):1180– 1190, 2024

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.493850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4001ce63-fcae-4b57-8e98-22620f275d03 · outbound

This paper cites Multimodal radiotherapy dose prediction using a multi-task deep learning model.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Multimodal radiotherapy dose prediction using a multi-task deep learning model

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.486488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3c2c7f40-640f-4cb6-8b99-ba0dbf3e9a7d · outbound

This paper cites Mask-free radiotherapy dose prediction via multi-task learning.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Mask-free radiotherapy dose prediction via multi-task learning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.479106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bfe57397-b002-42eb-a554-1e0753d8496a · outbound

This paper cites Cross-task attention network: Improving multi-task learning for medical imaging applications.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Cross-task attention network: Improving multi-task learning for medical imaging applications

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.471914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7d1df05a-1e49-40ed-ba2c-41bc235566b5 · outbound

This paper cites Loss odyssey in medical image segmentation.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy Loss odyssey in medical image segmentation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:57:42.464688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ca072c80-902f-418a-8bb8-10f4d0c0ca8e · outbound

This paper cites End-to-end multi-task learning with attention.

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy End-to-end multi-task learning with attention

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T10:57:42.429860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.