ArticleGenes2025
Genomic Anomaly Detection with Functional Data Analysis.
Ria Kanjilal, Andre Luiz Campelo Dos Santos, Sandipan Paul Arnab, Michael DeGiorgio, Raquel Assis
Abstract read
In one paragraphArticle in Genes, 2025. 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
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.
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
5 authors.
Ria KanjilalDepartment of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, USA.ORCID 0000-0001-6513-469X Andre Luiz Campelo Dos SantosDepartment of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, USA.
Sandipan Paul ArnabDepartment of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, USA.ORCID 0000-0003-0827-5327 Michael DeGiorgioDepartment of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, USA.
Raquel AssisDepartment of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, USA.
Funding
Identifying complex modes of adaptation from population-genomic dataR35GM128590 · NIGMS · PENNSYLVANIA STATE UNIVERSITY, THE · PI Michael DeGiorgio · 2018 to 2026
$2.8MLearning about the evolution of structural variations from genomic and transcriptomic dataR35GM142438 · NIGMS · FLORIDA ATLANTIC UNIVERSITY · PI ASSIS, RAQUEL · 2021 to 2025
$1.9MNational Science Foundation DBI-2130666National Science Foundation DEB-2302258NIGMS NIH HHS R35 GM128590NIGMS NIH HHS R35 GM142438NIH HHS R35GM128590NIH HHS R35GM142438
6 · The paper itselfAbstract
PubMed holds no abstract for this paper.
Indexed as
Genetic VariationGenome, HumanGenomicsAlgorithmsHumansLinkage DisequilibriumMachine Learninganomaly detectionfeature extractionfunctional data analysisisolation forestsupport vector machine
Identifiers
PMID40565602
PMCPMC12192579
What Socratic holds
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LicenceCC BY
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