Julian Klug

Julian Klug

MD

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portfolio

publications

Three-Dimensional Surface Reconstruction of the Human Cochlear Nucleus: Implications for Auditory Brain Stem Implant Design

Published in Journal of Neurological Surgery. Part B, Skull Base, 2020

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Recommended citation: Osama Tarabichi, Vivek Kanumuri, Julian Klug, Nicolas Vachicouras, Maria Duarte, Lorenz Epprecht, Elliott Kozin, Katherine Reinshagen, Stéphanie Lacour, M Brown, Daniel Lee, "Three-Dimensional Surface Reconstruction of the Human Cochlear Nucleus: Implications for Auditory Brain Stem Implant Design." Journal of Neurological Surgery. Part B, Skull Base, 2020.
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Bayesian Skip Net: Building on Prior Information for the Prediction and Segmentation of Stroke Lesions

Published in In the proceedings of Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

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Recommended citation: Julian Klug, Guillaume Leclerc, Elisabeth Dirren, Maria Preti, Dimitri Van, Emmanuel Carrera, "Bayesian Skip Net: Building on Prior Information for the Prediction and Segmentation of Stroke Lesions." In the proceedings of Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021.

Dynamically Normalized Pupillometry for Detecting Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage

Published in Critical Care Explorations, 2024

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Recommended citation: Klug, Julian; Martins, Joana; De Trizio, Ignazio; Carrera, Emmanuel; Filipovic, Miodrag; Hostettler, Isabel Charlotte; Pietsch, Urs. Dynamically Normalized Pupillometry for Detecting Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage. Critical Care Explorations 6(8):p e1135, August 2024. | DOI: 10.1097/CCE.0000000000001135
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Stroke Incidence, Case Fatality, and Mortality Using the WHO International Classification of Diseases 11 The Geneva Stroke Study

Published in Neurology, 2025

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Recommended citation: Dirren E, Escribano Paredes JB, Klug J, Barthoulot M, Fluss J, Fracasso T, Kurian GK, Machi P, Niederhauser J, Suppan L, Sztajzel RF, Bijlenga P, Carrera E. Stroke Incidence, Case Fatality, and Mortality Using the WHO International Classification of Diseases 11: The Geneva Stroke Study. Neurology. 2025 Mar 11;104(5):e213353. doi: 10.1212/WNL.0000000000213353. Epub 2025 Feb 18. PMID: 39965170.
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talks

Lombalgie Chronique

Published:

Lombalgie chronique et poussées aigues en médecine de premier recours.

Bayesian Skip Net: Building on Prior Information for the Prediction and Segmentation of Stroke Lesions

Published:

Perfusion CT is widely used in acute ischemic stroke to determine eligibility for acute treatment, by defining an ischemic core and penumbra. In this talk held at the Brain Lesion Workshop at MICCAI 2020, we presented a novel way of building on prior information for the automatic prediction and segmentation of stroke lesions. We reformulate the task to identify differences from a prior segmentation by extending a three-dimensional Attention Gated Unet with a skip connection allowing only an unchanged prior to bypass most of the network. We show that this technique improves results obtained by a baseline Attention Gated Unet on both the Geneva Stroke Dataset and the ISLES 2018 dataset.

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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