ArticleScience advances2025
FlyVISTA, an integrated machine learning platform for deep phenotyping of sleep in
Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled 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.
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
16 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic review of artificial intelligence use in behavioral analysis of invertebrate and larval model organisms: methods, applications and future recommendations.Frontiers in artificial intelligence · 2026Pooled it
- Invertebrate brains as diversified models for understanding sleep mechanisms and function.Journal of comparative physiology. A, Neuroethology, sensory, neural, and behavioral physiology · 2026Review
- Intestinal obstruction impairs feeding and promotes sleep inScience advances · 2026Article
- Autobehaver: An AI-Based Pipeline for Animal Behavior Analysis.bioRxiv : the preprint server for biology · 2026Article
- Recognition of distinct sleep states in Drosophila uncovers previously obscured homeostatic and circadian control of sleep.Current biology : CB · 2026Article
- Inferring the genetic basis of sleep states inbioRxiv : the preprint server for biology · 2026Article
- Current Evidence for Sleep States inCurrent sleep medicine reports · 2026Review
- 25 years ofFly · 2025Review
- Recognition of distinct sleep states inbioRxiv : the preprint server for biology · 2025Article
- Neurobiology of mitochondrial dynamics in sleep.The Journal of physiology · 2025Review
- Article
- Dynamics of glia and neurons regulate homeostatic rest, sleep and feeding behavior in Drosophila.Nature neuroscience · 2025Article
- Cell-specific tools for understanding behavior.eLife · 2025Article
- Refining the sleep circuits one neuron at a time.PLoS biology · 2025Article
- The dorsal fan-shaped body is a neurochemically heterogeneous sleep-regulating center in Drosophila.PLoS biology · 2025Article
- Circadian Rhythm and Sleep Analyses in a Fruit Fly Model of Fragile X Syndrome Using a Video-Based Automated Behavioral Research System.International journal of molecular sciences · 2024Article
Corrections and comments
- Update of
Authors and funding
10 authors.
Funding
Abstract
There is great interest in using genetically tractable organisms such as
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.