Evidence map›Paper›PMID 32036673›Full record

ArticleChinese clinical oncology2020

Real-world applications of deep convolutional neural networks in diagnostic cancer imaging.

Hesham Elhalawani, Pei Yang, Mohamed Abazeed, Chirag Shah, Abdallah S R Mohamed, Charles R Thomas, Clifton D Fuller, Reid F Thompson

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Chinese clinical oncology, 2020. 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.

Hesham ElhalawaniDepartment of Radiation Oncology, Cleveland Clinic, Cleveland, OH, USA. elhalawani.hesham@gmail.com.
Pei YangKey Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital, Xiangya Medical School, Central South University, Changsha 410013, China.
Mohamed AbazeedDepartment of Radiation Oncology, Cleveland Clinic, Cleveland, OH, USA; Department of Translational Hematology Oncology Research, Cleveland Clinic, Cleveland, OH, USA.
Chirag ShahDepartment of Radiation Oncology, Cleveland Clinic, Cleveland, OH, USA.
Abdallah S R MohamedDepartment of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Charles R ThomasRadiation Medicine, Oregon Health & Science University, Portland, OR, USA.
Clifton D FullerDepartment of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA; Radiation Medicine, Oregon Health & Science University, Portland, OR, USA.
Reid F ThompsonRadiation Medicine, Oregon Health & Science University, Portland, OR, USA; Hospital & Specialty Medicine, VA Portland Healthcare System, Portland, OR, USA.

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI DIANE BODURKA · 1985 to 2026
$290.8M
Targeting the p53 pathway for reversal of oral premalignancyP50CA097007 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI LEE, HO-YOUNG · 2002 to 2012
$26.1M
Development of functional magnetic resonance imaging-guided adaptive radiotherapy for head and neck cancer patients using novel MR-Linac deviceR01DE028290 · NIDCR · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI CHRISTODOULEAS, JOHN PAUL, FULLER, CLIFTON DAVID · 2019 to 2023
$4.3M
Using Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) to Establish Objective Clinical Outcome Measures for Mandibular OsteoradionecrosisR01DE025248 · NIDCR · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI LAI, STEPHEN Y · 2016 to 2020
$2.9M
SMART-ACT: Spatial Methodologic Approaches for Risk Assessment and Therapeutic Adaptation in Cancer TreatmentR01CA214825 · NCI · UNIVERSITY OF ILLINOIS AT CHICAGO · PI CANAHUATE, GUADALUPE, FULLER, CLIFTON DAVID · 2017 to 2019
$1.1M
imaging Radiation-Associated Dysphagia (iRAD)R01CA218148 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI FULLER, CLIFTON DAVID, HUTCHESON, KATHERINE ARNOLD · 2017 to 2019
$810k
QuBBD: Precision E –Radiomics for Dynamic Big Head & Neck Cancer Data R01CA225190 · NCI · UNIVERSITY OF ILLINOIS AT CHICAGO · PI CANAHUATE, GUADALUPE, FULLER, CLIFTON DAVID · 2017 to 2019
$776k
Fellow and Resident Radiation Oncology iNtensive Training in Imaging and Informatics to Empower Research Careers (FRONTI2ER)R25EB025787 · NIBIB · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI DAS, PRAJNAN, FULLER, CLIFTON DAVID · 2018 to 2022
$535k
Using Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) to Establish Objective Clinical Outcome Measures for Mandibular OsteoradionecrosisR56DE025248 · NIDCR · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI LAI, STEPHEN Y · 2015 to 2015
$470k
Quantifying and improving radiotherapy outcomes among VeteransIK2CX002049 · VA · PORTLAND VA MEDICAL CENTER · PI THOMPSON, REID · 2020 to 2025
–
CSRD VA IK2 CX002049NCI NIH HHS P30 CA016672NCI NIH HHS P50 CA097007NCI NIH HHS R01 CA214825NCI NIH HHS R01 CA218148NCI NIH HHS R01 CA225190NIBIB NIH HHS R25 EB025787NIDCR NIH HHS R01 DE025248NIDCR NIH HHS R01 DE028290NIDCR NIH HHS R56 DE025248
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceNeoplasmsAlgorithmsDiagnostic ImagingHumansNeural Networks, Computer

Identifiers

PMID32036673
PMCPMC7880057

What OpenQuestion 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 OpenQuestion graph.