ReviewPOCUS journal2022
Machine Learning in Point of Care Ultrasound.
Review in POCUS journal, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 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
14 citing papers in PubMed.
- Handheld Ultrasound: Technical Review and International Expert Consensus Recommendations.Diagnostics (Basel, Switzerland) · 2026Review
- Artificial Intelligence in Cardiac Point-of-Care Ultrasound: A Narrative Review.Diagnostics (Basel, Switzerland) · 2026Review
- Artificial intelligence in respiratory medicine: From diagnosis to treatment and future directions.Chinese medical journal pulmonary and critical care medicine · 2026Review
- The evolution and future of point of care ultrasound in the perioperative period: narrative review.Journal of clinical monitoring and computing · 2026Review
- Development of Deep Learning Models for Real-Time Thoracic Ultrasound Image Interpretation.Journal of imaging · 2025Article
- Overcoming barriers in the use of artificial intelligence in point of care ultrasound.NPJ digital medicine · 2025Review
- Limited echocardiogram acquisition by novice clinicians aided with deep learning: A randomized controlled trial.Biology methods & protocols · 2025Article
- AI-guided DVT diagnosis in primary care: protocol for cohort with qualitative assessment.BJGP open · 2024Article
- Continuing professional development for primary care physicians: a pre-post study on lung point-of-care ultrasound curriculum.BMC medical education · 2024Article
- Critical Advances for Democratizing Ultrasound Diagnostics in Human and Veterinary Medicine.Annual review of biomedical engineering · 2024Review
- Article
- Overview of artificial intelligence in point-of-care ultrasound. New horizons for respiratory system diagnoses.Anaesthesiology intensive therapy · 2024Review
- Acquisition of Cardiac Point-of-Care Ultrasound Images With Deep Learning: A Randomized Trial for Educational Outcomes With Novices.CHEST pulmonary · 2023Article
- Evolution of the Stethoscope: Advances with the Adoption of Machine Learning and Development of Wearable Devices.Tuberculosis and respiratory diseases · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
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.