Robin Gutsche - Inst. of Neuroscience and Medicine (INM-3, -4), Research Center Juelich

基本信息

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个人简介

Main interest in machine learning analyses of multimodal imaging in neurooncolgy. Mainly working with Python Sklearn and PyTorch.

研究兴趣

论文共 17 篇作者统计合作学者相似作者

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Abstracts Interdisciplinary

Hans Christian Schmidt, Julia Imhoff,Konrad Reinshagen, Christian Tomuschat,Stephanie T. Jünger, Maximilian I. Ruge,Daniel Rueß,Jürgen A. Hampl,Roland Goldbrunner,Stefan Grau,Anna-Katharina Meißner,Robin Gutsche, Enrico Budzejko,Christina Hamisch, Martin Köcher,Christian Nelles,Philipp Lohmann

Innovative surgical sciencesno. s1 (2024): 280-302

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Example of Artificial Intelligence–Based Decision Support for Amino Acid PET: Early Prediction of Suspected Brain Tumor Foci for Patient Management

Philipp Lohmann,Robin Gutsche,Jan-Michael Werner,N Jon Shah,Karl-Josef Langen,Norbert Galldiks

Journal of nuclear medicine official publication, Society of Nuclear Medicine (2024)

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Automated Brain Tumor Detection and Segmentation for Treatment Response Assessment Using Amino Acid PET

Robin Gutsche,Carsten Lowis,Karl Ziemons,Martin Kocher,Garry Ceccon,Cláudia Régio Brambilla,Nadim J Shah,Karl-Josef Langen,Norbert Galldiks,Fabian Isensee,Philipp Lohmann

Journal of nuclear medicine : official publication, Society of Nuclear Medicine（2023）

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Multicentric 68Ga-Psma PET Radiomics for Treatment Response Assessment of 177Lu-Psma-617 Radioligand Therapy in Patients with Metastatic Castration-Resistant Prostate Cancer

Robin Gutsche, Gizem Gülmüs,Felix M Mottaghy, Florian Gärtner,Markus Essler,Dirk von Mallek, Hojjat Ahmadzadehfar,Philipp Lohmann,Alexander Heinzel

Frontiers in nuclear medicine (Lausanne, Switzerland) (2023): 1234853-1234853

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Radiomics for the Non-Invasive Prediction of PD-L1 Expression in Patients with Brain Metastases Secondary to Non-Small Cell Lung Cancer

Anna-Katharina Meißner,Robin Gutsche,Norbert Galldiks,Martin Kocher,Stephanie T. Jünger,Marie-Lisa Eich,Lucia Nogova,Tommaso Araceli,Nils Ole Schmidt,Maximilian I. Ruge,Roland Goldbrunner,Martin Proescholdt,Stefan Grau,Philipp Lohmann

Journal of Neuro-Oncologyno. 3 (2023): 597-605

引用2浏览0WOS引用

Radiomics Outperforms Semantic Features for Prediction of Response to Stereotactic Radiosurgery in Brain Metastases

Robin Gutsche,Philipp Lohmann,Mauritius Hoevels,Daniel Ruess,Norbert Galldiks,Veerle Visser-Vandewalle,Harald Treuer,Maximilian Ruge,Martin Kocher

Neuro-oncology（2022）

引用8浏览0WOS引用

P13.03.A Radiomics for the Non-Invasive Assessment of the PDL-1 Expression in Patients with Non-Small Cell Lung Cancer Brain Metastases

A Meißner,R Gutsche,N Galldiks,M Kocher,S Jünger,M Eich,L Nogova, N Schmidt,M Ruge,R Goldbrunner,M Proescholdt,S Grau,P Lohmann

Neuro-oncology（2022）

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RADIOMICS FOR THE NON-INVASIVE ASSESSMENT OF THE PDL-1 EXPRESSION IN PATIENTS WITH NON-SMALL CELL LUNG CANCER BRAIN METASTASES

A. Meissner,R. Gutsche,N. Galldiks,M. Kocher,S. Junger,M. Eich,L. Nogova, N. Schmidt,M. Ruge,R. Goldbrunner,M. Proescholdt,S. Grau,P. Lohmann

NEURO-ONCOLOGY（2022）

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Radiomics for the noninvasive prediction of the BRAF mutation status in patients with melanoma brain metastases

Anna-Katharina Meissner,Robin Gutsche,Norbert Galldiks,Martin Kocher,Stephanie T. Juenger,Marie-Lisa Eich, Manuel Montesinos-Rongen,Anna Brunn,Martina Deckert,Christina Wendl, Wolfgang Dietmaier,Roland Goldbrunner,Maximilian Ruge,Cornelia Mauch,Nils-Ole Schmidt,Martin Proescholdt,Stefan Grau,Philipp Lohmann

Journal Der Deutschen Dermatologischen Gesellschaft（2022）

引用19浏览0WOS引用

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