Jungo, Alain

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2019

Rüfenacht, Elias; Jungo, Alain; Ermis, Ekin; Hemmatazad, Hossein; Blatti, Marcela Judith; Aebersold, Daniel; Manser, Peter; Fix, Michael; Reyes, Mauricio; Herrmann, Evelyn (December 2019). Fully automated organs at risk delineation for brain tumor radiation planning in patients with glioblastoma using deep learning. Strahlentherapie und Onkologie, 195(12), p. 1149. Berlin Heidelberg: Springer

Suter, Yannick Raphael; Jungo, Alain; Rebsamen, Michael; Knecht, Urspeter; Herrmann, Evelyn; Wiest, Roland; Reyes, Mauricio (26 January 2019). Deep Learning Versus Classical Regression for Brain Tumor Patient Survival Prediction. Lecture notes in computer science, 11384, pp. 429-440. Cham: Springer 10.1007/978-3-030-11726-9_38

Rüfenacht, Elias; Jungo, Alain; Ermis, Ekin; Blatti-Moreno, Marcela; Hemmatazad, Hossein; Aebersold, Daniel M.; Fix, Michael; Manser, Peter; Reyes, Mauricio; Herrmann, Evelyn (2019). Organs at Risk Delineation for Brain Tumor Radiation Planning in Patients with Glioblastoma Using Deep Learning. International journal of radiation oncology, biology, physics, 105(1), E718-E719. Elsevier 10.1016/j.ijrobp.2019.06.892

Jungo, Alain; Reyes, Mauricio (2019). Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation. Lecture notes in computer science, 11765, pp. 48-56. Springer 10.1007/978-3-030-32245-8_6

2018

Jungo, Alain; Meier, Raphael; Ermis, Ekin; Herrmann, Evelyn; Reyes, Mauricio (2018). Uncertainty-driven Sanity Check: Application to Postoperative Brain Tumor Cavity Segmentation. In: International Conference on Medical Imaging with Deep Learning. 04-06.07.2018.

Jungo, Alain; McKinley, Richard; Meier, Raphael; Knecht, Urspeter; Vera, Luis; Pérez-Beteta, Julián; Molina-García, David; Pérez-García, Víctor M.; Wiest, Roland; Reyes, Mauricio (2018). Towards uncertainty-assisted brain tumor segmentation and survival prediction. In: International Conference On Medical Image Computing & Computer Assisted Intervention. 10.1007/978-3-319-75238-9_40

Jungo, Alain; Meier, Raphael; Ermis, Ekin; Blatti-Moreno, Marcela; Herrmann, Evelyn; Wiest, Roland; Reyes, Mauricio (2018). On the Effect of Inter-observer Variability for a Reliable Estimation of Uncertainty of Medical Image Segmentation. In: International Conference on Medical Image Computing and Computer-Assisted Intervention. Lecture Notes in Computer Science: Vol. 11070 (pp. 682-690). Springer 10.1007/978-3-030-00928-1_77

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