Evidence map›Paper›PMID 36095142›Full record

ArticleJournal of computational biology : a journal of computational molecular cell biology2022

Differentiable Learning of Sequence-Specific Minimizer Schemes with DeepMinimizer.

Minh Hoang, Hongyu Zheng, Carl Kingsford

Open access · hybridAbstract read
In one paragraph

Article in Journal of computational biology : a journal of computational molecular cell biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
1.3field-weighted citation impact, top 20% of its field
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

11 citing papers in PubMed, 15 citations in OpenAlex.

  1. Article
  2. Article
  3. GreedyMini: generating low-density DNA minimizers.Bioinformatics (Oxford, England) · 2025
    Article
  4. Article
  5. A near-tight lower bound on the density of forward sampling schemes.bioRxiv : the preprint server for biology · 2024
    Article
  6. Review
  7. Sketching Methods with Small Window Guarantee Using Minimum Decycling Sets.Journal of computational biology : a journal of computational molecular cell biology · 2024
    Article
  8. Density and Conservation Optimization of the Generalized Masked-Minimizer Sketching Scheme.Journal of computational biology : a journal of computational molecular cell biology · 2024
    Article
  9. Creating and Using Minimizer Sketches in Computational Genomics.Journal of computational biology : a journal of computational molecular cell biology · 2023
    Review
  10. Article
  11. Article
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 at 1 institution in 1 country.

Minh HoangComputer Science Department, and Carnegie Mellon University, Pittsburgh, Pennsylvania, USA.ORCID 0000-0002-1053-6744
Hongyu ZhengComputational Biology Department, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA.
Carl Kingsford
Carnegie Mellon University · US

Funding

Improved genomic sketching for MUMmer and metagenomicsR01HG012470 · NHGRI · CARNEGIE-MELLON UNIVERSITY · PI KINGSFORD, CARLETON LEE, MARÇAIS, GUILLAUME · 2022 to 2025
$1.7M
Data Discovery: Computational Methods for Searching Short-Read Sequencing Experiments - Administrative SupplementR01GM122935 · NIGMS · CARNEGIE-MELLON UNIVERSITY · PI KINGSFORD, CARLETON LEE · 2017 to 2021
$1.2M
NHGRI NIH HHS R01 HG012470NIGMS NIH HHS R01 GM122935
6 · The paper itself

Abstract

Minimizers are widely used to sample representative

Indexed as

AlgorithmsGenomicsBase SequenceGenomeHumansdeep learningoptimizationsequence sketching

Identifiers

PMID36095142
PMCPMC9807081
OpenAlexW4295443308

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.