Evidence map›Paper›PMID 39333526›Full record

ArticleNature communications2024

Predicting standardized uptake value of brown adipose tissue from CT scans using convolutional neural networks.

Ertunc Erdil, Anton S Becker, Moritz Schwyzer, Borja Martinez-Tellez, Jonatan R Ruiz, Thomas Sartoretti, H Alberto Vargas, A Irene Burger, Alin Chirindel, Damian Wild and 7 more

Erratum issuedAbstract read
In one paragraph

Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Trial
  2. Review
  3. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

17 authors.

Ertunc ErdilComputer Vision Lab., ETH Zurich, Zurich, Switzerland. ertunc.erdil@vision.ee.ethz.ch.
Anton S BeckerComputer Vision Lab., ETH Zurich, Zurich, Switzerland.ORCID 0000-0001-8372-6496
Moritz SchwyzerInstitute for Diagnostic and Interventional Radiology, University Hospital Zurich, Zurich, Switzerland.
Borja Martinez-TellezDepartment of Nursing, Physiotherapy and Medicine and SPORT Research Group (CTS-1024), CERNEP Research Center, University of Almería, Almería, Spain.ORCID 0000-0001-8783-1859
Jonatan R RuizDepartment of Physical Education and Sports, Faculty of Sports Science, Sport and Health University Research Institute (iMUDS), University of Granada, 18071, Granada, Spain.ORCID 0000-0002-7548-7138
Thomas SartorettiInstitute for Diagnostic and Interventional Radiology, University Hospital Zurich, Zurich, Switzerland.ORCID 0000-0002-4812-987X
H Alberto VargasDepartment of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
A Irene BurgerDepartment of Nuclear Medicine, University Zurich Hospital, Zurich, Switzerland.ORCID 0000-0001-8029-8692
Alin ChirindelDepartment of Radiology and Nuclear Medicine, University Hospital of Basel, Basel, Switzerland.
Damian WildDepartment of Radiology and Nuclear Medicine, University Hospital of Basel, Basel, Switzerland.
Nicola ZamboniSwiss Multi-Omics Center, ETH Zürich, Zürich, Switzerland.
Bart DeplanckeLaboratory of Systems Biology and Genetics, Institute of Bioengineering, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015, Lausanne, Switzerland.ORCID 0000-0001-9935-843X
Vincent GardeuxLaboratory of Systems Biology and Genetics, Institute of Bioengineering, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015, Lausanne, Switzerland.ORCID 0000-0001-8954-2161
Claudia Irene MaushartDepartment of Endocrinology, Diabetes and Metabolism, University Hospital Basel and University of Basel, Basel, Switzerland.
Matthias Johannes BetzDepartment of Endocrinology, Diabetes and Metabolism, University Hospital Basel and University of Basel, Basel, Switzerland.ORCID 0000-0002-6946-1871
Christian WolfrumDepartment of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland.
Ender KonukogluComputer Vision Lab., ETH Zurich, Zurich, Switzerland.ORCID 0000-0002-2542-3611

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI FRANCESCA M GANY · 1985 to 2026
$347.4M
Eidgenössische Technische Hochschule Zürich (Federal Institute of Technology Zurich) 222NCI NIH HHS P30 CA008748
6 · The paper itself

Abstract

The standard method for identifying active Brown Adipose Tissue (BAT) is [

Indexed as

Adipose Tissue, BrownFluorodeoxyglucose F18Neural Networks, ComputerPositron Emission Tomography Computed TomographyAdultAgedFemaleHumansMaleMiddle AgedRadiopharmaceuticalsTomography, X-Ray ComputedFluorodeoxyglucose F18Radiopharmaceuticals

Identifiers

PMID39333526
PMCPMC11436835

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.