ArticleThe American journal of bioethics : AJOB2022
The Need for a Global Approach to the Ethical Evaluation of Healthcare Machine Learning.
Article in The American journal of bioethics : AJOB, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 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
5 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The use of social media in social care: a systematic review of the argument-based ethics literature.Medicine, health care, and philosophy · 2025Pooled it
- Perspective: Machine Learning for Health Should Consider Social Drivers of Health.Proceedings of machine learning research · 2026Article
- The ethics of artificial intelligence systems in healthcare and medicine: from a local to a global perspective, and back.Pflugers Archiv : European journal of physiology · 2025Review
- Electronic Tracking Devices for People With Dementia: Content Analysis of Company Websites.JMIR aging · 2022Article
- Promoting Ethical Deployment of Artificial Intelligence and Machine Learning in Healthcare.The American journal of bioethics : AJOB · 2022Article
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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
35475955What 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.