Mustafa A Mahmutoglu

Affiliations

Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.

Publications (10)

Deep-learning-based reconstruction of undersampled MRI to reduce scan times: a multicentre, retrospective, cohort study.

The Lancet. Oncology

Avec: Aditya Rastogi , Gianluca Brugnara , Martha Foltyn-Dumitru , Mustafa Ahmed Mahmutoglu , Chandrakanth J Preetha , Erich Kobler , Irada Pflüger , Marianne Schell , Katerina Deike-Hofmann , Tobias Kessler , Martin J van den Bent , Ahmed Idbaih , Michael Platten , Alba A Brandes , Burt Nabors , Roger Stupp , Denise Bernhardt , Jürgen Debus , Amir Abdollahi , Thierry Gorlia , Jörg-Christian Tonn , Michael Weller , Klaus H Maier-Hein , Alexander Radbruch , Wolfgang Wick , Martin Bendszus , Hagen Meredig , Felix T Kurz , Philipp Vollmuth

Cerebrospinal fluid cfDNA sequencing for classification of central nervous system glioma.

Clinical cancer research : an official journal of the American Association for Cancer Research

Avec: Florian Iser , Felix Hinz , Dirk C Hoffmann , Niklas Grassl , Cansu Güngör , Jochen Meyer , Laura Dörner , Lea Hofmann , Vanessa Kelbch , Kirsten Göbel , Mustafa Ahmed Mahmutoglu , Phillipp Vollmuth , Areeba Patel , Duy Nguyen , Leon D Kaulen , Iris Mildenberger , Katharina Sahm , Kendra Maaß , Kristian W Pajtler , Ganesh M Shankar , Markus Weiler , Brigitte Wildemann , Frank Winkler , Andreas von Deimling , Michael Platten , Wolfgang Wick , Felix Sahm , Tobias Kessler

Deep Learning-based Identification of Brain MRI Sequences Using a Model Trained on Large Multicentric Study Cohorts.

Radiology. Artificial intelligence

Avec: Mustafa Ahmed Mahmutoglu , Chandrakanth Jayachandran Preetha , Hagen Meredig , Joerg-Christian Tonn , Michael Weller , Wolfgang Wick , Martin Bendszus , Gianluca Brugnara , Philipp Vollmuth

Shape matters: unsupervised exploration of IDH-wildtype glioma imaging survival predictors.

European radiology

Avec: Martha Foltyn-Dumitru , Mustafa Ahmed Mahmutoglu , Gianluca Brugnara , Tobias Kessler , Felix Sahm , Wolfgang Wick , Sabine Heiland , Martin Bendszus , Philipp Vollmuth , Marianne Schell

Deep learning-based defacing tool for CT angiography: CTA-DEFACE.

European radiology experimental

Avec: Mustafa Ahmed Mahmutoglu , Aditya Rastogi , Marianne Schell , Martha Foltyn-Dumitru , Michael Baumgartner , Klaus Hermann Maier-Hein , Katerina Deike-Hofmann , Alexander Radbruch , Martin Bendszus , Gianluca Brugnara , Philipp Vollmuth

Deep-learning-based synthesis of post-contrast T1-weighted MRI for tumour response assessment in neuro-oncology: a multicentre, retrospective cohort study.

The Lancet. Digital health

Avec: Chandrakanth Jayachandran Preetha , Hagen Meredig , Gianluca Brugnara , Mustafa A Mahmutoglu , Martha Foltyn , Fabian Isensee , Tobias Kessler , Irada Pflüger , Marianne Schell , Ulf Neuberger , Jens Petersen , Antje Wick , Sabine Heiland , Jürgen Debus , Michael Platten , Ahmed Idbaih , Alba A Brandes , Frank Winkler , Martin J van den Bent , Burt Nabors , Roger Stupp , Klaus H Maier-Hein , Thierry Gorlia , Jörg-Christian Tonn , Michael Weller , Wolfgang Wick , Martin Bendszus , Philipp Vollmuth

Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke.

Nature communications

Avec: Gianluca Brugnara , Michael Baumgartner , Edwin David Scholze , Katerina Deike-Hofmann , Klaus Kades , Jonas Scherer , Stefan Denner , Hagen Meredig , Aditya Rastogi , Mustafa Ahmed Mahmutoglu , Christian Ulfert , Ulf Neuberger , Silvia Schönenberger , Kai Schlamp , Zeynep Bendella , Thomas Pinetz , Carsten Schmeel , Wolfgang Wick , Peter A Ringleb , Ralf Floca , Markus Möhlenbruch , Alexander Radbruch , Martin Bendszus , Klaus Maier-Hein , Philipp Vollmuth

Multimodal Predictive Modeling of Endovascular Treatment Outcome for Acute Ischemic Stroke Using Machine-Learning.

Stroke

Avec: Gianluca Brugnara , Ulf Neuberger , Mustafa A Mahmutoglu , Martha Foltyn , Christian Herweh , Simon Nagel , Silvia Schönenberger , Sabine Heiland , Christian Ulfert , Peter Arthur Ringleb , Martin Bendszus , Markus A Möhlenbruch , Johannes A R Pfaff , Philipp Vollmuth

Dynamics of cerebral perfusion and oxygenation parameters following endovascular treatment of acute ischemic stroke.

Journal of neurointerventional surgery

Avec: Gianluca Brugnara , Christian Herweh , Ulf Neuberger , Mikkel Bo Hansen , Christian Ulfert , Mustafa Ahmed Mahmutoglu , Martha Foltyn , Simon Nagel , Silvia Schönenberger , Sabine Heiland , Peter Arthur Ringleb , Martin Bendszus , Markus Möhlenbruch , Johannes Alex Rolf Pfaff , Philipp Vollmuth

Posterior insular activity contributes to the late laser-evoked potential component in EEG recordings.

Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology

Avec: Mustafa Ahmed Mahmutoglu , Ulf Baumgärtner , André Rupp

Réseau de co-auteurs

Gianluca Brugnara 8 collaborations

Mustafa Ahmed Mahmutoglu 8 collaborations

Martin Bendszus 8 collaborations

Philipp Vollmuth 8 collaborations

Wolfgang Wick 6 collaborations

Marianne Schell 4 collaborations

Tobias Kessler 4 collaborations

Hagen Meredig 4 collaborations

Sabine Heiland 4 collaborations

Ulf Neuberger 4 collaborations

Aditya Rastogi 3 collaborations

Martha Foltyn-Dumitru 3 collaborations

Katerina Deike-Hofmann 3 collaborations

Michael Platten 3 collaborations

Michael Weller 3 collaborations

Alexander Radbruch 3 collaborations

Martha Foltyn 3 collaborations

Christian Ulfert 3 collaborations

Silvia Schönenberger 3 collaborations

Irada Pflüger 2 collaborations

Martin J van den Bent 2 collaborations

Ahmed Idbaih 2 collaborations

Alba A Brandes 2 collaborations

Burt Nabors 2 collaborations

Roger Stupp 2 collaborations

Jürgen Debus 2 collaborations

Thierry Gorlia 2 collaborations

Jörg-Christian Tonn 2 collaborations

Klaus H Maier-Hein 2 collaborations

Frank Winkler 2 collaborations

Felix Sahm 2 collaborations

Chandrakanth Jayachandran Preetha 2 collaborations

Michael Baumgartner 2 collaborations

Markus Möhlenbruch 2 collaborations

Christian Herweh 2 collaborations

Simon Nagel 2 collaborations

Peter Arthur Ringleb 2 collaborations

Chandrakanth J Preetha 1 collaboration

Erich Kobler 1 collaboration

Denise Bernhardt 1 collaboration

Amir Abdollahi 1 collaboration

Felix T Kurz 1 collaboration

Florian Iser 1 collaboration

Felix Hinz 1 collaboration

Dirk C Hoffmann 1 collaboration

Niklas Grassl 1 collaboration

Cansu Güngör 1 collaboration

Jochen Meyer 1 collaboration

Laura Dörner 1 collaboration

Lea Hofmann 1 collaboration

Vanessa Kelbch 1 collaboration

Kirsten Göbel 1 collaboration

Phillipp Vollmuth 1 collaboration

Areeba Patel 1 collaboration

Duy Nguyen 1 collaboration

Leon D Kaulen 1 collaboration

Iris Mildenberger 1 collaboration

Katharina Sahm 1 collaboration

Kendra Maaß 1 collaboration

Kristian W Pajtler 1 collaboration

Ganesh M Shankar 1 collaboration

Markus Weiler 1 collaboration

Brigitte Wildemann 1 collaboration

Andreas von Deimling 1 collaboration

Joerg-Christian Tonn 1 collaboration

Klaus Hermann Maier-Hein 1 collaboration

Fabian Isensee 1 collaboration

Jens Petersen 1 collaboration

Antje Wick 1 collaboration

Edwin David Scholze 1 collaboration

Klaus Kades 1 collaboration

Jonas Scherer 1 collaboration

Stefan Denner 1 collaboration

Kai Schlamp 1 collaboration

Zeynep Bendella 1 collaboration

Thomas Pinetz 1 collaboration

Carsten Schmeel 1 collaboration

Peter A Ringleb 1 collaboration

Ralf Floca 1 collaboration

Klaus Maier-Hein 1 collaboration

Markus A Möhlenbruch 1 collaboration

Johannes A R Pfaff 1 collaboration

Mikkel Bo Hansen 1 collaboration

Johannes Alex Rolf Pfaff 1 collaboration

Ulf Baumgärtner 1 collaboration

André Rupp 1 collaboration