ArticleNature2019
An AI boost for clinical trials.
Article in Nature, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 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
41 citing papers in PubMed.
- Large language models in clinical trials: applications, technical advances, and future directions.BMC medicine · 2025Review
- Real-world evaluation of user engagement with an artificial intelligence-powered clinical trial application in oncology.Journal of the American Medical Informatics Association : JAMIA · 2025Article
- Embracing the Future of Clinical Trials in Radiation Therapy: An NRG Oncology CIRO Technology Retreat Whitepaper on Pioneering Technologies and AI-Driven Solutions.International journal of radiation oncology, biology, physics · 2025Review
- Enhancing Patient-Trial Matching With Large Language Models: A Scoping Review of Emerging Applications and Approaches.JCO clinical cancer informatics · 2025Article
- Analysis of eligibility criteria clusters based on large language models for clinical trial design.Journal of the American Medical Informatics Association : JAMIA · 2025Article
- Article
- Matching patients to clinical trials with large language models.Nature communications · 2024Article
- Artificial intelligence for optimizing recruitment and retention in clinical trials: a scoping review.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Artificial Intelligence (AI) Applications in Drug Discovery and Drug Delivery: Revolutionizing Personalized Medicine.Pharmaceutics · 2024Review
- The Role of Artificial Intelligence on Tumor Boards: Perspectives from Surgeons, Medical Oncologists and Radiation Oncologists.Current oncology (Toronto, Ont.) · 2024Review
- Disparities in clinical studies of AI enabled applications from a global perspective.NPJ digital medicine · 2024Article
- ClinicalGAN: powering patient monitoring in clinical trials with patient digital twins.Scientific reports · 2024Article
- Perceptions of undergraduate medical students on artificial intelligence in medicine: mixed-methods survey study from Palestine.BMC medical education · 2024Article
- Potential of Artificial Intelligence to Accelerate Drug Development for Rare Diseases.Pharmaceutical medicine · 2024Article
- Evaluation of an artificial intelligence-based clinical trial matching system in Chinese patients with hepatocellular carcinoma: a retrospective study.BMC cancer · 2024Article
- Transforming clinical trials: the emerging roles of large language models.Translational and clinical pharmacology · 2023Review
- AI in drug discovery and its clinical relevance.Heliyon · 2023Review
- Artificial Intelligence With Robotics in Healthcare: A Narrative Review of Its Viability in India.Cureus · 2023Review
- A Natural Language Processing Model to Identify Confidential Content in Adolescent Clinical Notes.Applied clinical informatics · 2023Article
- A Multi-Modal AI-Driven Cohort Selection Tool to Predict Suboptimal Non-Responders to Aflibercept Loading-Phase for Neovascular Age-Related Macular Degeneration: PRECISE Study Report 1.Journal of clinical medicine · 2023Article
Corrections and comments
- Comment on
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
31554996What 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.