Evidence map›Paper›PMID 39997757›Full record

ArticleMetabolites2025

Deep Learning-Based Molecular Fingerprint Prediction for Metabolite Annotation.

Hoi Yan Katharine Chau, Xinran Zhang, Habtom W Ressom

Abstract read
In one paragraph

Article in Metabolites, 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

3 authors.

Hoi Yan Katharine ChauDepartment of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20057, USA.ORCID 0009-0007-8548-7979
Xinran ZhangDepartment of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20057, USA.
Habtom W RessomDepartment of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20057, USA.ORCID 0000-0001-9296-2132

Funding

Systems Metabolomics for Biomarker DiscoveryR35GM141944 · NIGMS · GEORGETOWN UNIVERSITY · PI RESSOM, HABTOM W · 2021 to 2025
$2.4M
NIGMS NIH HHS R35 GM141944NIH HHS R35GM141944
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

deep learningLC-MS/MSmetabolite identificationmolecular fingerprint prediction

Identifiers

PMID39997757
PMCPMC11857613

What OpenQuestion holds

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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.