content — Cancer Radiomics

AI can predict distant metastasis

We developed an AI model that can accurately predict distant metastases after treatment for lung cancer patients.

publicationai medicineNovember 21, 20222022ai, benjamin-kann, raymond-mak, hugo-aerts

Deep Learning to target Lung Cancer

In Lancet Digital Health, we published a clinical validation of deep learning algorithms to target lung cancer tumors.

publicationai medicineSeptember 2, 20222022ai, hugo-aerts, danielle-bitterman, raymond-mak, benjamin-kann, ahmed-hosny

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

Artificial Intelligence for Clinical Oncology

In Cancer Cell, we published our perspective on the impact of AI in Clinical Oncology.

publicationai medicineJuly 23, 20212021ai, hugo-aerts, ahmed-hosny, benjamin-kann

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

Deep Learning Predicts Cancer Treatment Response

Clinical Cancer Research published about deep learning applied to serial imaging to improve outcome predictions.

AI and Imaging can predict Immunotherapy response

We used AI to quantify the radiographic phenotype of a tumor to predict IO response.

publicationai medicineMarch 1, 20192019hugo-aerts, ai, stefano-trebeschi, oncology