Gianluca Brugnara

Automated brain extraction of multisequence MRI using artificial neural networks

Fabian Isensee, Marianne Schell, Irada Pflueger et al. · Human Brain Mapping · 2019 · 704 citations · Full text

Medicine, Biomedical Engineering, Neuroscience +15

Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks: a multicentre, retrospective study

Philipp Kickingereder, Fabian Isensee, Irada Tursunova et al. · The Lancet Oncology · 2019 · 443 citations · Full text

Medicine, Oncology, Radiology +16

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 340 citations · Full text

Computing, Computer Science, Oncology +13

Multimodal Predictive Modeling of Endovascular Treatment Outcome for Acute Ischemic Stroke Using Machine-Learning

Gianluca Brugnara, Ulf Neuberger, Mustafa Ahmed Mahmutoglu et al. · Stroke · 2020 · 184 citations

Medicine, Neurology, Radiology +17

Heterogeneity of response to immune checkpoint blockade in hypermutated experimental gliomas

Katrin Aslan, Verena Turco, Jens Blobner et al. · Nature Communications · 2020 · 165 citations · Full text

Medicine, Immunology, Oncology +17