ArticleJAMA2022
Rethinking Algorithm Performance Metrics for Artificial Intelligence in Diagnostic Medicine.
Article in JAMA, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 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
25 citing papers in PubMed.
- A five-phase evaluation framework for diagnostic and predictive medical artificial intelligence.NPJ digital medicine · 2026Article
- From PhysioNet to foundation models-a history and potential futures.Physiological measurement · 2026Article
- Understanding AI risks from its characteristics and NMPA regulation perspectives.Insights into imaging · 2026Article
- Understanding Clinicians' Informational Needs for AI-Driven Clinical Decision Support Systems: Qualitative Interview Study.JMIR medical education · 2026Article
- Déjà vu in healthcare AI: lessons from the world's pioneer AI clinical decision support system.BMJ digital health & AI · 2026Article
- Promise to Practice: Reimagining Artificial Intelligence for Equitable Global Health Impact.Annals of global health · 2026Review
- AI Applications in Depression Detection and Diagnosis: Bibliometric and Visual Analysis of Trends and Future Directions.JMIR mental health · 2025Article
- Development and prospective implementation of a large language model based system for early sepsis prediction.NPJ digital medicine · 2025Article
- Rethinking clinical trials for medical AI with dynamic deployments of adaptive systems.NPJ digital medicine · 2025Review
- Effect of computer aided detection system on esophageal neoplasm diagnosis in varied levels of endoscopists.NPJ digital medicine · 2025Article
- Development and Prospective Implementation of a Large Language Model based System for Early Sepsis Prediction.medRxiv : the preprint server for health sciences · 2025Article
- The Value of Clinical Decision Support in Healthcare: A Focus on Screening and Early Detection.Diagnostics (Basel, Switzerland) · 2025Review
- Efficient sepsis detection using deep learning and residual convolutional networks.PeerJ. Computer science · 2025Article
- A recurrent neural network and parallel hidden Markov model algorithm to segment and detect heart murmurs in phonocardiograms.PLOS digital health · 2024Article
- Bioprinting Soft 3D Models of Hematopoiesis using Natural Silk Fibroin-Based Bioink Efficiently Supports Platelet Differentiation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- A Survey on Blood Pressure Measurement Technologies: Addressing Potential Sources of Bias.Sensors (Basel, Switzerland) · 2024Review
- Clinical data mining: challenges, opportunities, and recommendations for translational applications.Journal of translational medicine · 2024Review
- Heart murmur detection from phonocardiogram recordings: The George B. Moody PhysioNet Challenge 2022.PLOS digital health · 2023Review
- Narrowing the gap: expected versus deployment performance.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Racial and Ethnic Bias in Risk Prediction Models for Colorectal Cancer Recurrence When Race and Ethnicity Are Omitted as Predictors.JAMA network open · 2023Article
Corrections and comments
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Authors and funding
3 authors.
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Abstract
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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.