M Perkuhn

Affiliations

From the Institute for Diagnostic and Interventional Radiology (L.P., R.S., L.C., S.L., F.T., D.Z., M.P., C.K., J.B., K.R.L.).
Philips Innovative Technologies (R.S., F.T., M.P.), Aachen, Germany.

ORCID: 0000-0001-8672-8294

Publications (11)

Automated Meningioma Segmentation in Multiparametric MRI : Comparable Effectiveness of a Deep Learning Model and Manual Segmentation.

Clinical neuroradiology

Avec: Kai Roman Laukamp , Lenhard Pennig , Frank Thiele , Robert Reimer , Lukas Görtz , Georgy Shakirin , David Zopfs , Marco Timmer , Michael Perkuhn , Jan Borggrefe

Deep learning assistance increases the detection sensitivity of radiologists for secondary intracranial aneurysms in subarachnoid hemorrhage.

Neuroradiology

Avec: Lenhard Pennig , Ulrike Cornelia Isabel Hoyer , Alexandra Krauskopf , Rahil Shahzad , Stephanie T Jünger , Frank Thiele , Kai Roman Laukamp , Jan-Peter Grunz , Michael Perkuhn , Marc Schlamann , Christoph Kabbasch , Jan Borggrefe , Lukas Goertz

Comparison of Accuracy of Arrival-Time-Insensitive and Arrival-Time-Sensitive CTP Algorithms for Prediction of Infarct Tissue Volumes.

Scientific reports

Avec: Lenhard Pennig , Frank Thiele , Lukas Goertz , Kai Roman Laukamp , Michael Perkuhn , Christoph Kabbasch , Marc Schlamann , Gereon Rudolf Fink , Jan Borggrefe

Fully Automated MR Detection and Segmentation of Brain Metastases in Non-small Cell Lung Cancer Using Deep Learning.

Journal of magnetic resonance imaging : JMRI

Avec: Stephanie T Jünger , Ulrike Cornelia Isabel Hoyer , Diana Schaufler , Kai Roman Laukamp , Lukas Goertz , Frank Thiele , Jan-Peter Grunz , Marc Schlamann , Michael Perkuhn , Christoph Kabbasch , Thorsten Persigehl , Stefan Grau , Jan Borggrefe , Matthias Scheffler , Rahil Shahzad , Lenhard Pennig

Fully automated detection and segmentation of intracranial aneurysms in subarachnoid hemorrhage on CTA using deep learning.

Scientific reports

Avec: Rahil Shahzad , Lenhard Pennig , Lukas Goertz , Frank Thiele , Christoph Kabbasch , Marc Schlamann , Boris Krischek , David Maintz , Michael Perkuhn , Jan Borggrefe

AI support for accurate and fast radiological diagnosis of COVID-19: an international multicenter, multivendor CT study.

European radiology

Avec: Fanyang Meng , Jonathan Kottlors , Rahil Shahzad , Haifeng Liu , Philipp Fervers , Yinhua Jin , Miriam Rinneburger , Dou Le , Mathilda Weisthoff , Wenyun Liu , Mengzhe Ni , Ye Sun , Liying An , Xiaochen Huai , Dorottya Móré , Athanasios Giannakis , Isabel Kaltenborn , Andreas Bucher , David Maintz , Lei Zhang , Frank Thiele , Mingyang Li , Michael Perkuhn , Huimao Zhang , Thorsten Persigehl

Primary Central Nervous System Lymphoma: Clinical Evaluation of Automated Segmentation on Multiparametric MRI Using Deep Learning.

Journal of magnetic resonance imaging : JMRI

Avec: Lenhard Pennig , Ulrike Cornelia Isabel Hoyer , Lukas Goertz , Rahil Shahzad , Thorsten Persigehl , Frank Thiele , Michael Perkuhn , Maximilian I Ruge , Christoph Kabbasch , Jan Borggrefe , Liliana Caldeira , Kai Roman Laukamp

Accuracy of Radiomics-Based Feature Analysis on Multiparametric Magnetic Resonance Images for Noninvasive Meningioma Grading.

World neurosurgery

Avec: Kai Roman Laukamp , Georgy Shakirin , Bettina Baeßler , Frank Thiele , David Zopfs , Nils Große Hokamp , Marco Timmer , Christoph Kabbasch , Michael Perkuhn , Jan Borggrefe

Fully automated detection and segmentation of meningiomas using deep learning on routine multiparametric MRI.

European radiology

Avec: Kai Roman Laukamp , Frank Thiele , Georgy Shakirin , David Zopfs , Andrea Faymonville , Marco Timmer , David Maintz , Michael Perkuhn , Jan Borggrefe

Automated Detection and Segmentation of Brain Metastases in Malignant Melanoma: Evaluation of a Dedicated Deep Learning Model.

AJNR. American journal of neuroradiology

Avec: L Pennig , R Shahzad , L Caldeira , S Lennartz , F Thiele , L Goertz , D Zopfs , A-K Meißner , G Fürtjes , M Perkuhn , C Kabbasch , S Grau , J Borggrefe , K R Laukamp

Advanced Deep Learning Approach to Automatically Segment Malignant Tumors and Ablation Zone in the Liver With Contrast-Enhanced CT.

Frontiers in oncology

Avec: Kan He , Xiaoming Liu , Rahil Shahzad , Robert Reimer , Frank Thiele , Julius Niehoff , Christian Wybranski , Alexander C Bunck , Huimao Zhang , Michael Perkuhn

Réseau de co-auteurs

Frank Thiele 10 collaborations

Michael Perkuhn 10 collaborations

Jan Borggrefe 8 collaborations

Kai Roman Laukamp 7 collaborations

Lenhard Pennig 6 collaborations

Rahil Shahzad 6 collaborations

Christoph Kabbasch 6 collaborations

Lukas Goertz 5 collaborations

Marc Schlamann 4 collaborations

Georgy Shakirin 3 collaborations

David Zopfs 3 collaborations

Marco Timmer 3 collaborations

Ulrike Cornelia Isabel Hoyer 3 collaborations

Thorsten Persigehl 3 collaborations

David Maintz 3 collaborations

Robert Reimer 2 collaborations

Stephanie T Jünger 2 collaborations

Jan-Peter Grunz 2 collaborations

Huimao Zhang 2 collaborations

Lukas Görtz 1 collaboration

Alexandra Krauskopf 1 collaboration

Gereon Rudolf Fink 1 collaboration

Diana Schaufler 1 collaboration

Stefan Grau 1 collaboration

Matthias Scheffler 1 collaboration

Boris Krischek 1 collaboration

Fanyang Meng 1 collaboration

Jonathan Kottlors 1 collaboration

Haifeng Liu 1 collaboration

Philipp Fervers 1 collaboration

Yinhua Jin 1 collaboration

Miriam Rinneburger 1 collaboration

Dou Le 1 collaboration

Mathilda Weisthoff 1 collaboration

Wenyun Liu 1 collaboration

Mengzhe Ni 1 collaboration

Ye Sun 1 collaboration

Liying An 1 collaboration

Xiaochen Huai 1 collaboration

Dorottya Móré 1 collaboration

Athanasios Giannakis 1 collaboration

Isabel Kaltenborn 1 collaboration

Andreas Bucher 1 collaboration

Lei Zhang 1 collaboration

Mingyang Li 1 collaboration

Maximilian I Ruge 1 collaboration

Liliana Caldeira 1 collaboration

Bettina Baeßler 1 collaboration

Nils Große Hokamp 1 collaboration

Andrea Faymonville 1 collaboration

L Pennig 1 collaboration

R Shahzad 1 collaboration

L Caldeira 1 collaboration

S Lennartz 1 collaboration

F Thiele 1 collaboration

L Goertz 1 collaboration

D Zopfs 1 collaboration

A-K Meißner 1 collaboration

G Fürtjes 1 collaboration

C Kabbasch 1 collaboration

S Grau 1 collaboration

J Borggrefe 1 collaboration

K R Laukamp 1 collaboration

Kan He 1 collaboration

Xiaoming Liu 1 collaboration

Julius Niehoff 1 collaboration

Christian Wybranski 1 collaboration

Alexander C Bunck 1 collaboration