Urspeter Knecht

According to our database, Urspeter Knecht authored at least 7 papers between 2016 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2020

Towards MRI Progression Features for Glioblastoma Patients: From Automated Volumetry and Classical Radiomics to Deep Feature Learning.

Yannick Suter, Urspeter Knecht, Roland Wiest, Ekkehard Hewer, Philippe Schucht, Mauricio Reyes

Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

Overall Survival Prediction for Glioblastoma on Pre-treatment MRI Using Robust Radiomics and Priors.

Yannick Suter, Urspeter Knecht, Roland Wiest, Mauricio Reyes

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2018

Deep Learning Versus Classical Regression for Brain Tumor Patient Survival Prediction.

Yannick Suter, Alain Jungo, Michael Rebsamen, Urspeter Knecht, Evelyn Herrmann, Roland Wiest, Mauricio Reyes

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

2017

Perturb-and-MPM: Quantifying Segmentation Uncertainty in Dense Multi-Label CRFs.

Raphael Meier, Urspeter Knecht, Alain Jungo, Roland Wiest, Mauricio Reyes

CoRR, 2017

Towards Uncertainty-Assisted Brain Tumor Segmentation and Survival Prediction.

Alain Jungo, Richard McKinley, Raphael Meier, Urspeter Knecht, Luis Vera, Julián Pérez-Beteta, David Molina-García, Víctor M. Pérez-García, Roland Wiest, Mauricio Reyes

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

2016

CRF-Based Brain Tumor Segmentation: Alleviating the Shrinking Bias.

Raphael Meier, Urspeter Knecht, Roland Wiest, Mauricio Reyes

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

A machine learning pipeline for supporting differentiation of glioblastomas from single brain metastases.

Victor Mocioiu, Nuno Miguel Pedrosa de Barros, Sandra Ortega-Martorell, Johannes Slotboom, Urspeter Knecht, Carles Arús, Alfredo Vellido, Margarida Julià-Sapé

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016