Explainable Machine Learning for Lung Cancer Screening Models

Reduced Lung-Cancer Mortality with Volume CT Screening in a Randomized Trial

(2020) Harry J. de Koning et al.   NEW ENGLAND JOURNAL OF MEDICINE

Recognizing lung cancer using a homemade e-nose: A comprehensive study

(2020) Wang Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Early prediction of circulatory failure in the intensive care unit using machine learning

(2020) Stephanie L. Hyland et al.   NATURE MEDICINE

Convolutional Neural Network ensembles for accurate lung nodule malignancy prediction 2 years in the future

(2020) Rahul Paul et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Explainable artificial intelligence model to predict acute critical illness from electronic health records

(2020) Simon Meyer Lauritsen et al.   Nature Communications

Feasibility of lung cancer prediction from low-dose CT scan and smoking factors using causal models

(2019) Vineet K Raghu et al.   THORAX

Implications of Nine Risk Prediction Models for Selecting Ever-Smokers for Computed Tomography Lung Cancer Screening

(2018) Hormuzd A. Katki et al.   ANNALS OF INTERNAL MEDICINE

Explainable machine-learning predictions for the prevention of hypoxaemia during surgery

(2018) Scott M. Lundberg et al.   Nature Biomedical Engineering

Explanation in artificial intelligence: Insights from the social sciences

(2018) Tim Miller   ARTIFICIAL INTELLIGENCE

Development and Validation of Risk Models to Select Ever-Smokers for CT Lung Cancer Screening

(2016) Hormuzd A. Katki et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Selection Criteria for Lung-Cancer Screening

(2013) Martin C. Tammemägi et al.   NEW ENGLAND JOURNAL OF MEDICINE

Reduced Lung-Cancer Mortality with Low-Dose Computed Tomographic Screening

(2011)   NEW ENGLAND JOURNAL OF MEDICINE