Enhancing Early Lung Cancer Detection on Chest Radiographs with AI-assistance: A Multi-Reader Study

no code implementations • 31 Aug 2022 • Gaetan Dissez, Nicole Tay, Tom Dyer, Matthew Tam, Richard Dittrich, David Doyne, James Hoare, Jackson J. Pat, Stephanie Patterson, Amanda Stockham, Qaiser Malik, Tom Naunton Morgan, Paul Williams, Liliana Garcia-Mondragon, Jordan Smith, George Pearse, Simon Rasalingham

Design: This retrospective study evaluated the performance of 11 clinicians for detecting lung cancer from chest radiographs, with and without assistance from a commercially available AI algorithm (red dot, Behold. ai) that predicts suspected lung cancer from CXRs.

Lung Cancer Diagnosis Specificity

Robustness of an Artificial Intelligence Solution for Diagnosis of Normal Chest X-Rays

no code implementations • 31 Aug 2022 • Tom Dyer, Jordan Smith, Gaetan Dissez, Nicole Tay, Qaiser Malik, Tom Naunton Morgan, Paul Williams, Liliana Garcia-Mondragon, George Pearse, Simon Rasalingham

This study evaluates the robustness of an AI solution for the diagnosis of normal chest X-rays (CXRs) by comparing performance across multiple patient and environmental subgroups, as well as comparing AI errors with those made by human experts.

Medical Diagnosis