Evidence map›Paper›PMID 40446832›Full record

ArticlePhysics in medicine and biology2025

A conditional point cloud diffusion model for deformable liver motion tracking via a single arbitrarily-angled x-ray projection.

Jiacheng Xie, Hua-Chieh Shao, Yunxiang Li, Shunyu Yan, Chenyang Shen, Jing Wang, You Zhang

Abstract read
In one paragraph

Article in Physics in medicine and biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Jiacheng XieDepartment of Radiation Oncology, The Advanced Imaging and Informatics for Radiation Therapy (AIRT) Laboratory, Dallas, TX 75390, United States of America.ORCID 0009-0006-1621-446X
Hua-Chieh ShaoDepartment of Radiation Oncology, The Advanced Imaging and Informatics for Radiation Therapy (AIRT) Laboratory, Dallas, TX 75390, United States of America.ORCID 0009-0003-7664-7257
Yunxiang LiDepartment of Radiation Oncology, The Advanced Imaging and Informatics for Radiation Therapy (AIRT) Laboratory, Dallas, TX 75390, United States of America.ORCID 0000-0003-0622-4710
Shunyu YanDepartment of Radiation Oncology, The Medical Artificial Intelligence and Automation (MAIA) Laboratory, Dallas, TX 75390, United States of America.ORCID 0009-0000-5694-8130
Chenyang ShenDepartment of Radiation Oncology, The Medical Artificial Intelligence and Automation (MAIA) Laboratory, Dallas, TX 75390, United States of America.ORCID 0000-0001-6490-6555
Jing WangDepartment of Radiation Oncology, The Advanced Imaging and Informatics for Radiation Therapy (AIRT) Laboratory, Dallas, TX 75390, United States of America.ORCID 0000-0002-8491-4146
You ZhangDepartment of Radiation Oncology, The Advanced Imaging and Informatics for Radiation Therapy (AIRT) Laboratory, Dallas, TX 75390, United States of America.ORCID 0000-0002-8033-2755

Funding

Artificial Intelligence-Based Quality Assurance for Online Adaptive RadiotherapyR01CA258987 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI Steve Bin Jiang, Dan Nguyen · 2022 to 2026
$2.8M
High-Precision Proton Therapy for Liver Cancer: Developing an End-to-end Strategy with Real-time Liver Tumor Localization and On-the-fly Plan Delivery AdaptationR01CA280135 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI Weiguo Lu, You Zhang · 2024 to 2026
$1.8M
High-Precision Lung Radiotherapy by Intra-treatment Dynamic Cone-beam CT imaging and Dosimetry-guided Plan AdaptationR01EB034691 · NIBIB · UT SOUTHWESTERN MEDICAL CENTER · PI Weiguo Lu, You Zhang · 2024 to 2026
$1.5M
Accurate 4D Liver Tumor Localization for Radiotherapy using Contrast-Agent-Free X-ray Imaging and Liver Biomechanical ModelingR01CA240808 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI ZHANG, YOU · 2020 to 2024
$1.5M
NCI NIH HHS R01 CA240808NCI NIH HHS R01 CA258987NCI NIH HHS R01 CA280135NIBIB NIH HHS R01 EB034691
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

LiverTomography, X-Ray ComputedDiffusionHumansImage Processing, Computer-AssistedLiver NeoplasmsMovementbiomechanical modelingdiffusion modellivermotion estimationpoint cloudx-ray projection

Identifiers

PMID40446832
PMCPMC12188318

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.