Evidence map›Paper›PMID 41370930›Full record

ArticlePhysics in medicine and biology2026

Modality-agnostic, patient-specific digital twins modeling temporally varying digestive motion.

Jorge Tapias Gomez, Nishant Nadkarni, Lando S Bosma, Jue Jiang, Ergys D Subashi, William P Segars, James M Balter, Mert R Sabuncu, Neelam Tyagi, Harini Veeraraghavan

Abstract read
In one paragraph

Article in Physics in medicine and biology, 2026. 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. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Jorge Tapias GomezComputer and Information Science, Cornell University, New York, NY, United States of America.ORCID 0009-0008-8692-1105
Nishant NadkarniDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States of America.
Lando S BosmaUniversity Medical Center Utrecht, Utrecht, The Netherlands.ORCID 0000-0002-8206-271X
Jue JiangDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States of America.ORCID 0000-0001-9642-3515
Ergys D SubashiDepartment of Radiation Physics, University of Texas MD Anderson Cancer Center, Houston, TX, United States of America.ORCID 0000-0001-5168-6928
William P SegarsCarl E. Ravin Advanced Imaging Laboratories and Center for Virtual Imaging Trials, Duke University Medical Center, Durham, NC, United States of America.ORCID 0000-0003-3687-5733
James M BalterDepartment of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States of America.ORCID 0000-0003-1513-4936
Mert R SabuncuComputer and Information Science, Cornell University, New York, NY, United States of America.ORCID 0000-0002-7068-719X
Neelam TyagiDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States of America.ORCID 0000-0002-6256-7817
Harini VeeraraghavanDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States of America.ORCID 0000-0002-4054-5529

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
Artificial Intelligence powered virtual digital twins to construct and validate AI automated tools for safer MR-guided adaptive RT of abdominal cancersR01EB032825 · NIBIB · SLOAN-KETTERING INST CAN RESEARCH · PI Neelam Tyagi, Harini Veeraraghavan · 2023 to 2026
$1.9M
NCI NIH HHS P30 CA008748NIBIB NIH HHS R01 EB032825
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Gastrointestinal TractImage Processing, Computer-AssistedPatient-Specific ModelingHumansMagnetic Resonance ImagingMovementTime Factorsdeformable image registration validationdigital twinsdose accumulation validation for MR guided adaptive radiotherapygastrointestinal motion modeling

Identifiers

PMID41370930
PMCPMC12771001

What OpenQuestion holds

Textmetadata
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.