ReviewFrontiers in physiology2019
QuantiMus: A Machine Learning-Based Approach for High Precision Analysis of Skeletal Muscle Morphology.
Review in Frontiers in physiology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 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
20 citing papers in PubMed, 37 citations in OpenAlex.
- Diaphragmatic Mitochondrial Myopathy in a Patient-Derived Mouse Model of Barth Syndrome.Journal of developmental biology · 2026Article
- A novel machine-learning classification model detects oxidative fiber type transitions in a rabbit model of cerebral palsy.bioRxiv : the preprint server for biology · 2026Article
- MyoAnalyst: an ImageJ plugin for accurate and automatic myofiber segmentation and analysis in skeletal muscle cross sections.Histochemistry and cell biology · 2025Article
- Optimizing Confocal Imaging Protocols for Muscle Fiber Typing in the Mouse Masseter Muscle.Bio-protocol · 2025Article
- Regulation of injury-induced skeletal myofiber regeneration by glucose transporter 4 (GLUT4).Skeletal muscle · 2024Article
- Sucla2 Knock-Out in Skeletal Muscle Yields Mouse Model of Mitochondrial Myopathy With Muscle Type-Specific Phenotypes.Journal of cachexia, sarcopenia and muscle · 2024Article
- The MuSK-BMP pathway maintains myofiber size in slow muscle through regulation of Akt-mTOR signaling.Skeletal muscle · 2024Article
- The Adiponectin Receptor Agonist, ALY688: A Promising Therapeutic for Fibrosis in the Dystrophic Muscle.Cells · 2023Article
- A novel method for visualizingiScience · 2023Article
- Quantitative analysis of myofiber type composition in human and mouse skeletal muscles.STAR protocols · 2023Article
- Histological Methods to Assess Skeletal Muscle Degeneration and Regeneration in Duchenne Muscular Dystrophy.International journal of molecular sciences · 2022Review
- Automatic Recognition of Ragged Red Fibers in Muscle Biopsy from Patients with Mitochondrial Disorders.Healthcare (Basel, Switzerland) · 2022Article
- Computational pathology for musculoskeletal conditions using machine learning: advances, trends, and challenges.Arthritis research & therapy · 2022Review
- Quantitative analysis of approximate shapes in a myofiber cross-section and their relationship with myofiber cross-sectional area.Journal of physical therapy science · 2021Article
- Automated image segmentation method to analyse skeletal muscle cross section in exercise-induced regenerating myofibers.Scientific reports · 2021Article
- GADD45A is a protective modifier of neurogenic skeletal muscle atrophy.JCI insight · 2021Article
- Automatic and unbiased segmentation and quantification of myofibers in skeletal muscle.Scientific reports · 2021Article
- A stromal progenitor and ILC2 niche promotes muscle eosinophilia and fibrosis-associated gene expression.Cell reports · 2021Article
- Two new reliable immunohistochemical methods for simultaneous identification of capillaries, the three types of fibers and basal lamina in human skeletal muscle.Histochemistry and cell biology · 2020Article
- Effects of ASC Application on Endplate Regeneration Upon Glycerol-Induced Muscle Damage.Frontiers in molecular neuroscience · 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
11 authors at 2 institutions in 1 country.
Funding
Abstract
Skeletal muscle injury provokes a regenerative response, characterized by the
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.