Evidence map›Paper›PMID 41473811›Full record

ArticleMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention2026

Distribution-Guided Multi-Tracer Brain PET Synthesis from Structural MRI with Class-Conditioned Weighted Diffusion.

Minhui Yu, David S Lalush, Derek C Monroe, Kelly S Giovanello, Weili Lin, Pew-Thian Yap, Jason P Mihalik, Mingxia Liu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Minhui YuDepartment of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill (UNC-CH), Chapel Hill, NC 27599, USA.
David S LalushLampe Joint Department of Biomedical Engineering, UNC-CH and North Carolina State University, Chapel Hill, NC 27599, USA.
Derek C MonroeDepartment of Exercise and Sport Science, UNC-CH, Chapel Hill, NC, USA.
Kelly S GiovanelloDepartment of Psychology and Neuroscience, UNC-CH, Chapel Hill, NC, USA.
Weili LinDepartment of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill (UNC-CH), Chapel Hill, NC 27599, USA.
Pew-Thian YapDepartment of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill (UNC-CH), Chapel Hill, NC 27599, USA.
Jason P MihalikDepartment of Exercise and Sport Science, UNC-CH, Chapel Hill, NC, USA.
Mingxia LiuDepartment of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill (UNC-CH), Chapel Hill, NC 27599, USA.

Funding

Mapping the Causal Genetic-Imaging-Clinical Pathway for Alzheimer's DiseaseRF1AG082938 · NIA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Bingxin Zhao, Hongtu Zhu · 2023 to 2026
$3.6M
Comprehensive MR Fingerprinting for Infants and Young Children at Risk for Developmental Delays.R01HD112923 · NICHD · DUKE UNIVERSITY · PI Dan Ma, DEANNE E WILSON-COSTELLO · 2024 to 2026
$1.7M
Multi-Site Neuroimage Harmonization for Personalized Brain Disorder AnalysisRF1AG073297 · NIA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI LIU, MINGXIA · 2022 to 2022
$1.4M
AI-Powered MRI Quality Control and Artifact Correction for Multi-Site StudiesR01EB035160 · NIBIB · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Pew-Thian Yap · 2024 to 2026
$1.2M
Multi-Site Neuroimage Harmonization for Personalized Brain Disorder AnalysisR01AG073297 · NIA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Mingxia Liu · 2025 to 2026
$922k
NIA NIH HHS R01 AG073297NIA NIH HHS RF1 AG073297NIA NIH HHS RF1 AG082938NIBIB NIH HHS R01 EB035160NICHD NIH HHS R01 HD112923
6 · The paper itself

Abstract

Multi-tracer positron emission tomography (PET), which assesses key neurological biomarkers such as tau pathology, neuroinflammatory,

Indexed as

DiffusionMRIMulti-Tracer PETSynthesis

Identifiers

PMID41473811
PMCPMC12747406

What OpenQuestion holds

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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.