3D Masked Autoencoders with Application to Anomaly Detection in Non-Contrast Enhanced Breast MRI

no code implementations • 10 Mar 2023 • Daniel M. Lang, Eli Schwartz, Cosmin I. Bercea, Raja Giryes, Julia A. Schnabel

This new model, coined masked autoencoder for medical imaging (MAEMI) is trained on two non-contrast enhanced MRI sequences, aiming at lesion detection without the need for intravenous injection of contrast media and temporal image acquisition.

Anomaly Detection Lesion Detection

Deep Learning Based HPV Status Prediction for Oropharyngeal Cancer Patients

no code implementations • 17 Nov 2020 • Daniel M. Lang, Jan C. Peeken, Stephanie E. Combs, Jan J. Wilkens, Stefan Bartzsch

We investigated the ability of deep learning models for imaging based HPV status detection.

Transfer Learning