Evidence map›Paper›PMID 40565602›Full record

ArticleGenes2025

Genomic Anomaly Detection with Functional Data Analysis.

Ria Kanjilal, Andre Luiz Campelo Dos Santos, Sandipan Paul Arnab, Michael DeGiorgio, Raquel Assis

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article 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
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

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
$2.8M
Learning about the evolution of structural variations from genomic and transcriptomic dataR35GM142438 · NIGMS · FLORIDA ATLANTIC UNIVERSITY · PI ASSIS, RAQUEL · 2021 to 2025
$1.9M
National Science Foundation DBI-2130666National Science Foundation DEB-2302258NIGMS NIH HHS R35 GM128590NIGMS NIH HHS R35 GM142438NIH HHS R35GM128590NIH HHS R35GM142438
6 · The paper itself

Abstract

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 OpenQuestion holds

Textmetadata
LicenceCC BY
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.