ReviewResearch (Washington, D.C.)2022
An Overview of Organs-on-Chips Based on Deep Learning.
Review in Research (Washington, D.C.), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 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
63 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The Application of Artificial Intelligence in Thyroid Nodules: A Systematic Review Based on Bibliometric Analysis.Endocrine, metabolic & immune disorders drug targets · 2024Pooled it
- Reconstructing AF-associated atrial fibrosis: Patient-specific iPSC models, fit-for-purpose atrial microphysiological systems, and nanomedicine.Materials today. Bio · 2026Review
- Review
- Decoding Glioblastoma Complexity Through Extracellular Vesicles, Organ-on-Chip Models, and Deep Learning.Cells · 2026Review
- Organ-on-a-chip toxicology.Innovation (Cambridge (Mass.)) · 2026Review
- Engineering skin microphysiological systems for transdermal drug screening based on strategic model selection and quantitative prediction roadmaps.Materials today. Bio · 2026Review
- Investigational New Drug-enabling studies in a human vessel-chip: Are we there yet?Bioengineering & translational medicine · 2026Review
- Organ-on-chip (OoC) and nano-biomaterials: next generation of precision oral and dental healthcare research.Journal of nanobiotechnology · 2026Review
- Emerging roles of microfluidics in oral cancer research and clinical translation.Materials today. Bio · 2026Review
- Microengineering the Liver: Strategies for Constructing Functional Liver-on-a-Chip Devices.Exploration (Beijing, China) · 2026Review
- Advances and applications of organ-on-a-chip technology.Cell reports methods · 2026Review
- Organs-on-Chips in Drug Development: Engineering Foundations, Artificial Intelligence, and Clinical Translation.Biosensors · 2026Review
- Liver-on-a-Chip (LoC) Models: Case Studies of Academic Platforms and Commercial Products.Molecular pharmaceutics · 2026Review
- Mechano-Organ-on-Chip for Cancer Research.International journal of molecular sciences · 2026Review
- Tumor-on-chip's alliance with molecular pathology against metastatic disease.Journal of biomedical science · 2026Review
- Unveiling Particulate Matter-Lung Interactions from Static Models to Dynamic Lung-on-Chips.Research (Washington, D.C.) · 2026Review
- Organ-on-a-chip platforms for disease modeling and in vitro diagnostic applications.Frontiers in bioengineering and biotechnology · 2026Review
- Organoid research: new concepts and new technologies.Burns & trauma · 2026Review
- Research progress of artificial intelligence in high-throughput drug screening.Frontiers in pharmacology · 2026Review
- Transducer Systems Integrated into Organ-on-a-Chip Devices: From Detection to Fabrication.Small (Weinheim an der Bergstrasse, Germany) · 2026Review
3 more citing papers are in PubMed but not listed here.
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
Microfluidic-based organs-on-chips (OoCs) are a rapidly developing technology in biomedical and chemical research and have emerged as one of the most advanced and promising
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.