ArticleNature medicine2018
The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care.
Article in Nature medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07592039 (Research on Intelligent Optimization of Ventilator Parameters for Intensive Care Patients Based on Multimodal Large Models), which is not on this map. Cited by 504 papers, 3 of them syntheses 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.
Research on Intelligent Optimization of Ventilator Parameters for Intensive Care Patients Based on Multimodal Large Models
Who cites it
504 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- [Prevention and treatment of long-term sequelae in critically ill patients-the responsibility of intensive care medicine].Die Anaesthesiologie · 2025Pooled it
- Does clinical practice supported by artificial intelligence improve hypertension care management? A pilot systematic review.Hypertension research : official journal of the Japanese Society of Hypertension · 2024Pooled it
- The Advent of Artificial Intelligence into Cardiac Surgery: A Systematic Review of Our Understanding.Brazilian journal of cardiovascular surgery · 2024Pooled it
- Autonomous artificial intelligence prescribing a drug to prevent severe acute graft-versus-host disease in HLA-haploidentical transplants.Nature communications · 2025Trial
- Hyperbaric oxygen in the artificial intelligence era: integration and innovation.Medical gas research · 2027Review
- Continuous renal replacement therapy attenuates endothelial injury biomarkers in pediatric sepsis: a prospective cohort study.Renal failure · 2026Observational
- Fully flexing the potential of AI in intensive care: reinforcement learning with randomization when needed.Intensive care medicine · 2026Article
- Cocreation of Digital Outcome Measures for Dravet Syndrome: Multistage Co-Design Feasibility Study.Journal of participatory medicine · 2026Article
- Artificial intelligence in biomarker discovery for diseases: diagnostic and therapeutic prospects.Signal transduction and targeted therapy · 2026Review
- Review
- Artificial Intelligence in Infectious Diseases and Clinical Microbiology.Infectious diseases & clinical microbiology · 2026Review
- Dual-brain fusion: Bidirectional empowerment between human brain and brain-inspired systems.Fundamental research · 2026Review
- [German Medical Assembly 2026: implications for internal medicine intensive care and emergency medicine : Policy Statement of the German Society of Internal Medicine Intensive Care and Emergency Medicine (DGIIN)].Medizinische Klinik, Intensivmedizin und Notfallmedizin · 2026Article
- Artificial intelligence in mechanical ventilation: a narrative review of clinical applications and research gaps.Journal of thoracic disease · 2026Review
- AI-driven drug design: a comprehensive review.Journal of computer-aided molecular design · 2026Review
- Review
- Technology Review: The Hidden Influence of AI in Orthopaedic Surgery.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2026Review
- Early Prediction of Diabetic Macular Edema via Machine Learning Survival Analysis on Checkup Data.Ophthalmology science · 2026Article
- Clinical predictive artificial intelligence evaluation: A narrative review of trial designs and practical considerations.PLOS digital health · 2026Review
- Novel Musculoskeletal Hypotheses in the Armed Services Trauma and Rehabilitation Outcome (ADVANCE) Cohort: Development and Application of Sparse Group Factor Analysis Methodology.Journal of medical Internet research · 2026Article
444 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
Sepsis is the third leading cause of death worldwide and the main cause of mortality in hospitals
Indexed as
Identifiers
30349085What 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.