michael-lu — content — Cancer Radiomics

Estimate your Biological Age from X-rays

In this paper we demonstrate that deep learning applied to x-rays can be used as a new biomarker source.

publicationai medicineNovember 1, 20212021ai, hugo-aerts, udo-hoffmann, michael-lu, jakob-weiss, vineet-raghu

DeepCAC: Deep learning Pipeline to predict heart disease.

As Published in Nature Comm, we developed a deep learning pipeline to automatically predict cardiovascular events by quantifying coronary calcium on CT scans.

techai medicineFebruary 8, 20212021ai, hugo-aerts, roman-zeleznik, udo-hoffmann, michael-lu, borek-foldyna, jakob-weiss

DeepHeart: Deep learning based heart segmentation

We developed several heart segmentation algorithms that work on gated and non-gated CT scans.

tech, publicationai medicineJanuary 4, 20212021ai, hugo-aerts, roman-zeleznik, udo-hoffmann, michael-lu, borek-foldyna, jakob-weiss

Deep Learning predicts mortality from x-rays

JAMA Network Open published our study about using deep learning to extract prognostic information from chest radiographs

publicationai medicineJuly 17, 20192019ahmed-hosny, hugo-aerts, ai, michael-lu, udo-hoffmann