ArticleFrontiers in genetics2019
Predicting Ion Channels Genes and Their Types With Machine Learning Techniques.
Article in Frontiers in genetics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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.
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.
Who cites it
10 citing papers in PubMed.
- Molecular arms race classifier for decrypting venom peptide and ion channel interactions.Digital discovery · 2026Article
- GPT2-ICC: A data-driven approach for accurate ion channel identification using pre-trained large language models.Journal of pharmaceutical analysis · 2025Article
- Machine Learning Methods for the Analysis of the Patch-Clamp Signals.Methods in molecular biology (Clifton, N.J.) · 2024Article
- To what extent naringenin binding and membrane depolarization shape mitoBK channel gating-A machine learning approach.PLoS computational biology · 2022Article
- Computational methods and theory for ion channel research.Advances in physics: X · 2022Article
- Artificial Intelligence, Machine Learning and Deep Learning in Ion Channel Bioinformatics.Membranes · 2021Review
- Prediction of prokaryotic transposases from protein features with machine learning approaches.Microbial genomics · 2021Article
- Application of Machine-Learning Methods to Recognize mitoBK Channels from Different Cell Types Based on the Experimental Patch-Clamp Results.International journal of molecular sciences · 2021Article
- DrugHybrid_BS: Using Hybrid Feature Combined With Bagging-SVM to Predict Potentially Druggable Proteins.Frontiers in pharmacology · 2021Review
- PSIONplusBiomolecules · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What Socratic holds
Registered trials
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 Socratic graph.