Machine learning to predict risk from chest radiographs and clinical factors
1) To predict cancer, heart disease, and death from chest radiographs using machine learning.
2) To compare the performance of this approach to existing risk prediction tools.
Hugo Aerts (Harvard)
Parastou Eslami (Harvard)
Borek Foldyna (Harvard)
Udo Hoffmann (Harvard)
Alexander Ivanov (Harvard)
Chintan Parmar (Harvard)
Roman Zeleznik (Harvard)
Deep Learning to Assess Long-term Mortality From Chest Radiographs.
Lu MT, Ivanov A, Mayrhofer T, Hosny A, Aerts HJWL, Hoffmann U
JAMA Netw Open. 2019 Jul 3; Volume 2 (Issue 7): Pages e197416 PUBMED