Evidence map›Paper›PMID 35255481›Full record

ArticlePhysics in medicine and biology2022

Phase function estimation from a diffuse optical image via deep learning.

Yuxuan Liang, Chuang Niu, Chen Wei, Shenghan Ren, Wenxiang Cong, Ge Wang

Abstract read
In one paragraph

Article in Physics in medicine and biology, 2022. 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

6 authors.

Yuxuan LiangSchool of Physical Sciences, University of Science and Technology of China, Hefei, Anhui 230026, People's Republic of China.
Chuang NiuBiomedical Imaging Center, Center for Biotechnology & Interdisciplinary Studies, Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, United States of America.
Chen WeiSchool of Electronic Engineering, Xidian University, Xi'an, Shaanxi 710071, People's Republic of China.
Shenghan RenSchool of Electronic Engineering, Xidian University, Xi'an, Shaanxi 710071, People's Republic of China.
Wenxiang CongBiomedical Imaging Center, Center for Biotechnology & Interdisciplinary Studies, Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, United States of America.ORCID 0000-0003-2536-8488
Ge WangBiomedical Imaging Center, Center for Biotechnology & Interdisciplinary Studies, Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, United States of America.ORCID 0000-0002-2656-7705

Funding

Cardiac CT DebloomingR01HL151561 · NHLBI · GENERAL ELECTRIC GLOBAL RESEARCH CTR · PI BUDOFF, MATTHEW J, DE MAN, BRUNO · 2020 to 2023
$3.8M
Development and Validation of Prognostic Radiomic Markers of Response and Recurrence for Patients with Colorectal Liver MetastasesR01CA233888 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI CHUN, YUN SHIN, DO, RICHARD KINH GIAN · 2019 to 2023
$3.7M
In vivo Macroscopic Fluorescence Lifetime Molecular Optical ImagingR01CA250636 · NCI · RENSSELAER POLYTECHNIC INSTITUTE · PI BARROSO, MARGARIDA, INTES, XAVIER · 2020 to 2023
$2.9M
Photon-counting X-ray and Optical Tomography for Preclinical Cancer ResearchR01CA237267 · NCI · RENSSELAER POLYTECHNIC INSTITUTE · PI BARROSO, MARGARIDA, INTES, XAVIER · 2019 to 2023
$2.9M
Constrained Disentanglement (CODE) Network for CT Metal Artifact Reduction in Radiation TherapyR01EB031102 · NIBIB · RENSSELAER POLYTECHNIC INSTITUTE · PI DE MAN, BRUNO, PAGANETTI, HARALD · 2021 to 2021
$2.6M
Life time imaging with pulsed x-ray based x-ray luminescence computed tomographyR01EB026646 · NIBIB · UNIVERSITY OF CALIFORNIA, MERCED · PI LI, CHANGQING · 2018 to 2021
$2.6M
SPECT with a Compton Camera for Thyroid Cancer ImagingR21CA264772 · NCI · UNIVERSITY OF MASSACHUSETTS LOWELL · PI WANG, GE, YU, HENGYONG · 2021 to 2021
$408k
NCI NIH HHS R01 CA233888NCI NIH HHS R01 CA237267NCI NIH HHS R01 CA250636NCI NIH HHS R21 CA264772NHLBI NIH HHS R01 HL151561NIBIB NIH HHS R01 EB026646NIBIB NIH HHS R01 EB031102
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Deep LearningAnisotropyComputer SimulationMonte Carlo MethodNeural Networks, Computerconvolutional neural networkGaussian mixture modelHenyey–Greenstein phase functionlight propagationMonte Carlo simulationphase function

Identifiers

PMID35255481
PMCPMC9335120

What OpenQuestion holds

Textmetadata
LicenceTDM
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.