ArticlePhysics in medicine and biology2022
Towards the characterization of the tumor microenvironment through dictionary learning-based interpretable classification of multiplexed immunofluorescence images.
Santhoshi N Krishnan, Souptik Barua, Timothy L Frankel, Arvind Rao
Open access · hybridAbstract read
In one paragraphArticle 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
0.5field-weighted citation impact, top 21% of its field
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 registryThe 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 literatureWho cites it
0 citing papers in PubMed, 2 citations in OpenAlex.
No citing paper in PubMed yet.
4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors and funding
4 authors at 2 institutions in 1 country.
Santhoshi N KrishnanDepartment of Electrical and Computer Engineering, Rice University, Houston, Texas-77005, United States of America.ORCID 0000-0001-5114-9778 Souptik BaruaDepartment of Electrical and Computer Engineering, Rice University, Houston, Texas-77005, United States of America.ORCID 0000-0002-1675-8874 Timothy L FrankelDepartment of Surgery, University of Michigan, Ann Arbor, Michigan-48109, United States of America.
Arvind RaoDepartment of Electrical and Computer Engineering, Rice University, Houston, Texas-77005, United States of America.
University of Michigan · USRice University · US
Funding
Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Scott Kopetz · 1985 to 2026
$290.8MXenograftP30CA046592 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI THEODORE S LAWRENCE · 1988 to 2026
$178.2MTropism Enhanced Oncolytic Adenovirus for the Treatment of Brain TumorsP50CA127001 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Juan Fueyo · 2008 to 2026
$41.2MImaging and Molecular Correlates of Progression in Cystic Neoplasms of the PancreasU01CA196403 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI MAITRA, ANIRBAN · 2015 to 2020
$5.8MSynthesizing Image-derived Heterogeneity with Genomic measurements for Assessing Disease Aggressiveness in Lower Grade GliomasR37CA214955 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI KURTEK, SEBASTIAN, RAO, ARVIND · 2018 to 2024
$3.9MNCI NIH HHS P30 CA016672NCI NIH HHS P30 CA046592NCI NIH HHS P50 CA127001NCI NIH HHS R37 CA214955NCI NIH HHS U01 CA196403
6 · The paper itselfAbstract
PubMed holds no abstract for this paper.
Indexed as
Carcinoma, Non-Small-Cell LungLung NeoplasmsAlgorithmsFluorescent Antibody TechniqueHumansTumor Microenvironmentcancer informaticsdictionary learningexplainabilityhistology image analysisimmunotherapypancreatic malignanciesspatial analysis
Identifiers
PMID36541756
PMCPMC9903331
OpenAlexW4310581876
What OpenQuestion holds
Textmetadata
LicenceCC BY
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