In Silico Modelling of Neurodegeneration Using Deep Convolutional Neural Networks

no code implementations • NeurIPS Workshop SVRHM 2021 • Jasmine A Moore, Anup Tuladhar, Zahinoor Ismail, Nils Forkert

Saliency maps were generated using the uninjured and injured networks and quantitatively compared using the structural similarity index measure for test set images to further investigate the loss of visual cognition.

Object Recognition

Automatic segmentation of stroke lesions in non-contrast computed tomography with convolutional neural networks

no code implementations • MIDL 2019 • Anup Tuladhar, Serena Schimert, Deepthi Rajashekar, Helge C. Kniep, Jens Fiehler, Nils D. Forkert

A total of 291 multi-center clinical NCCT datasets were used: 204 for CNN training, 48 for validation and developing post-processing methods, and 39 for testing.

Lesion Segmentation