F Nensa

Affiliations
  • Institute for Artificial Intelligence in Medicine, University Hospital Essen (AöR), Essen, Germany; German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany; Institute for Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen (AöR), Essen, Germany; Medical Faculty, University of Duisburg-Essen, Essen, Germany.

Publications (70)

Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology
Avec: Maria Papathanasiou , Lukas Kessler , Alexander Carpinteiro , Tim Hagenacker , Felix Nensa , Lale Umutlu , Michael Forsting , Alexandra Brainman , Christoph Kleinschnitz , Gerald Antoch , Ulrich Dührsen , Thomas-Wilfried Schlosser , Ken Herrmann , Tienush Rassaf , Peter Luedike , Christoph Rischpler

Prospective comparison of

European journal of nuclear medicine and molecular imaging
Avec: Julian Kirchner , Lino M Sawicki , Felix Nensa , Benedikt M Schaarschmidt , Henning Reis , Marc Ingenwerth , Simon Bogner , Clemens Aigner , Christian Buchbender , Lale Umutlu , Gerald Antoch , Ken Herrmann , Philipp Heusch

Artificial Intelligence in Nuclear Medicine.

Journal of nuclear medicine : official publication, Society of Nuclear Medicine
Avec: Felix Nensa , Aydin Demircioglu , Christoph Rischpler

Impact of improved attenuation correction on 18F-FDG PET/MR hybrid imaging of the heart.

PloS one
Avec: Maike E Lindemann , Felix Nensa , Harald H Quick

Generating Virtual Short Tau Inversion Recovery (STIR) Images from T1- and T2-Weighted Images Using a Conditional Generative Adversarial Network in Spine Imaging.

Diagnostics (Basel, Switzerland)
Avec: Johannes Haubold , Aydin Demircioglu , Jens Matthias Theysohn , Axel Wetter , Alexander Radbruch , Nils Dörner , Thomas Wilfried Schlosser , Cornelius Deuschl , Yan Li , Kai Nassenstein , Benedikt Michael Schaarschmidt , Michael Forsting , Lale Umutlu , Felix Nensa

Deep Learning-driven classification of external DICOM studies for PACS archiving.

European radiology
Avec: Frederic Jonske , Maximilian Dederichs , Moon-Sung Kim , Julius Keyl , Jan Egger , Lale Umutlu , Michael Forsting , Felix Nensa , Jens Kleesiek

Fully automated preoperative liver volumetry incorporating the anatomical location of the central hepatic vein.

Scientific reports
Avec: Sven Koitka , Phillip Gudlin , Jens M Theysohn , Arzu Oezcelik , Dieter P Hoyer , Murat Dayangac , René Hosch , Johannes Haubold , Nils Flaschel , Felix Nensa , Eugen Malamutmann

Deep learning-based assessment of body composition and liver tumour burden for survival modelling in advanced colorectal cancer.

Journal of cachexia, sarcopenia and muscle
Avec: Julius Keyl , René Hosch , Aaron Berger , Oliver Ester , Tobias Greiner , Simon Bogner , Jürgen Treckmann , Saskia Ting , Brigitte Schumacher , David Albers , Peter Markus , Marcel Wiesweg , Michael Forsting , Felix Nensa , Martin Schuler , Stefan Kasper , Jens Kleesiek

Deep learning in computational dermatopathology of melanoma: A technical systematic literature review.

Computers in biology and medicine
Avec: Daniel Sauter , Georg Lodde , Felix Nensa , Dirk Schadendorf , Elisabeth Livingstone , Markus Kukuk

Optimizing Platelet Transfusion through a Personalized Deep Learning Risk Assessment System for Demand Management.

Blood
Avec: Merlin Engelke , Cynthia Sabrina Schmidt , Giulia Baldini , Vicky Parmar , René Hosch , Katarzyna Borys , Sven Koitka , Amin T Turki , Johannes Haubold , Peter A Horn , Felix Nensa

Mimicking the radiologists' workflow: Estimating pediatric hand bone age with stacked deep neural networks.

Medical image analysis
Avec: Sven Koitka , Moon S Kim , Ming Qu , Asja Fischer , Christoph M Friedrich , Felix Nensa

Variations on Branding with Text Occurrence for Optimized Body Parts Classification.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Avec: Obioma Pelka , Felix Nensa , Christoph M Friedrich

Contrast agent dose reduction in computed tomography with deep learning using a conditional generative adversarial network.

European radiology
Avec: Johannes Haubold , René Hosch , Lale Umutlu , Axel Wetter , Patrizia Haubold , Alexander Radbruch , Michael Forsting , Felix Nensa , Sven Koitka

Clinical response to crizotinib and emergence of resistance in lung adenocarcinoma harboring a MET c-Cbl binding site mutation.

Lung cancer (Amsterdam, Netherlands)
Avec: Marcel Wiesweg , Thomas Herold , Martin Metzenmacher , Wilfried E Eberhardt , Henning Reis , Kaid Darwiche , Clemens Aigner , Martin Stuschke , Ken Herrmann , Felix Nensa , Hans-Ulrich Schildhaus , Martin Schuler

Non-invasive tumor decoding and phenotyping of cerebral gliomas utilizing multiparametric

European journal of nuclear medicine and molecular imaging
Avec: Johannes Haubold , Aydin Demircioglu , Marcel Gratz , Martin Glas , Karsten Wrede , Ulrich Sure , Gerald Antoch , Kathy Keyvani , Mathias Nittka , Stephan Kannengiesser , Vikas Gulani , Mark Griswold , Ken Herrmann , Michael Forsting , Felix Nensa , Lale Umutlu

FHIR-PYrate: a data science friendly Python package to query FHIR servers.

BMC health services research
Avec: René Hosch , Giulia Baldini , Vicky Parmar , Katarzyna Borys , Sven Koitka , Merlin Engelke , Kamyar Arzideh , Moritz Ulrich , Felix Nensa

Adipopenia in body composition analysis: a promising imaging biomarker and potential predictive factor for patients undergoing transjugular intrahepatic portosystemic shunt placement.

The British journal of radiology
Avec: Georgios Luca Alatzides , Johannes Haubold , Hannah Luisa Steinberg , Sven Koitka , Vicky Parmar , Johannes Grueneisen , Amos Cornelius Zeller , Hartmut Schmidt , Jens Matthias Theysohn , Yan Li , Felix Nensa , Benedikt Michael Schaarschmidt

A Systematic Comparison of Task Adaptation Techniques for Digital Histopathology.

Bioengineering (Basel, Switzerland)
Avec: Daniel Sauter , Georg Lodde , Felix Nensa , Dirk Schadendorf , Elisabeth Livingstone , Markus Kukuk

Early Metabolic Response by PET Predicts Sensitivity to Next-Line Targeted Therapy in

Journal of nuclear medicine : official publication, Society of Nuclear Medicine
Avec: Martin Schuler , Jörg Hense , Kaid Darwiche , Sebastian Michels , Hubertus Hautzel , Carsten Kobe , Smiths Lueong , Martin Metzenmacher , Thomas Herold , Gregor Zaun , Katharina Laue , Alexander Drzezga , Dirk Theegarten , Felix Nensa , Jürgen Wolf , Ken Herrmann , Marcel Wiesweg

Establishing Medical Intelligence - Leveraging FHIR to Improve Clinical Management: a retrospective cohort and clinical implementation study.

Journal of medical Internet research
Avec: Alexander Brehmer , Christopher Martin Sauer , Jayson Salazar Rodríguez , Kelsey Herrmann , Moon Kim , Julius Keyl , Fin Hendrik Bahnsen , Benedikt Frank , Martin Koehrmann , Tienush Rassaf , Amir-Abbas Mahabadi , Boris Hadaschik , Christopher Darr , Ken Herrmann , Susanne Tan , Jan Buer , Thorsten Brenner , Hans Christian Reinhardt , Felix Nensa , Michael Gertz , Jan Egger , Jens Kleesiek

Surgery for adrenal angiomyelolipoma: an individualized concept.

Langenbeck's archives of surgery
Avec: Frank Weber , Azim Shaibekov , Felix Nensa , Xiangtai Zeng , Henning Dralle

Assessment of Ileocolonic Inflammation in Crohn's Disease: Which Surrogate Marker Is Better-MaRIA, Clermont, or PET/MR Index? Initial Results of a Feasibility Trial.

Journal of nuclear medicine : official publication, Society of Nuclear Medicine
Avec: Yan Li , Jost Langhorst , Anna Katharina Koch , Aydin Demircioglu , Felix Nensa , Julian Kirchner , Karsten Beiderwellen , Onofrio Catalano , Michael Forsting , Ken Herrmann , Lale Umutlu

Assessing the Role of Pericardial Fat as a Biomarker Connected to Coronary Calcification-A Deep Learning Based Approach Using Fully Automated Body Composition Analysis.

Journal of clinical medicine
Avec: Lennard Kroll , Kai Nassenstein , Markus Jochims , Sven Koitka , Felix Nensa

Contrast Media Reduction in Computed Tomography With Deep Learning Using a Generative Adversarial Network in an Experimental Animal Study.

Investigative radiology
Avec: Johannes Haubold , Gregor Jost , Jens Matthias Theysohn , Johannes Maximilian Ludwig , Yan Li , Jens Kleesiek , Benedikt Michael Schaarschmidt , Michael Forsting , Felix Nensa , Hubertus Pietsch , René Hosch

The importance of educational tools and a new software solution for visualizing and quantifying report correction in radiology training.

Scientific reports
Avec: Luca Salhöfer , Johannes Haubold , Maurice Gutt , René Hosch , Lale Umutlu , Mathias Meetschen , Maximilian Schuessler , Michael Forsting , Felix Nensa , Benedikt Michael Schaarschmidt

Prognostic value of deep learning-derived body composition in advanced pancreatic cancer-a retrospective multicenter study.

ESMO open
Avec: J Keyl , A Bucher , F Jungmann , R Hosch , A Ziller , R Armbruster , P Malkomes , T M Reissig , S Koitka , I Tzianopoulos , P Keyl , K Kostbade , D Albers , P Markus , J Treckmann , K Nassenstein , J Haubold , M Makowski , M Forsting , H A Baba , S Kasper , J T Siveke , F Nensa , M Schuler , G Kaissis , J Kleesiek , R Braren

Body composition impacts outcome of bronchoscopic lung volume reduction in patients with severe emphysema: a fully automated CT-based analysis.

Scientific reports
Avec: Johannes Wienker , Kaid Darwiche , Nele Rüsche , Erik Büscher , Rüdiger Karpf-Wissel , Jane Winantea , Filiz Özkan , Dirk Westhölter , Christian Taube , David Kersting , Hubertus Hautzel , Luca Salhöfer , René Hosch , Felix Nensa , Michael Forsting , Benedikt M Schaarschmidt , Sebastian Zensen , Jens Theysohn , Lale Umutlu , Johannes Haubold , Marcel Opitz

Radiomics Analysis of Multiparametric PET/MRI for N- and M-Staging in Patients with Primary Cervical Cancer.

Nuklearmedizin. Nuclear medicine
Avec: Lale Umutlu , Felix Nensa , Aydin Demircioglu , Gerald Antoch , Ken Herrmann , Michael Forsting , Johannes Stefan Grueneisen

Explainable AI in medical imaging: An overview for clinical practitioners - Beyond saliency-based XAI approaches.

European journal of radiology
Avec: Katarzyna Borys , Yasmin Alyssa Schmitt , Meike Nauta , Christin Seifert , Nicole Krämer , Christoph M Friedrich , Felix Nensa

Predicting Individual Patient Platelet Demand in a Large Tertiary Care Hospital Using Machine Learning.

Transfusion medicine and hemotherapy : offizielles Organ der Deutschen Gesellschaft fur Transfusionsmedizin und Immunhamatologie
Avec: Merlin Engelke , Christian Martin Brieske , Vicky Parmar , Nils Flaschel , Anisa Kureishi , Rene Hosch , Sven Koitka , Cynthia Sabrina Schmidt , Peter A Horn , Felix Nensa

AI as a New Frontier in Contrast Media Research: Bridging the Gap Between Contrast Media Reduction, the Contrast-Free Question and New Application Discoveries.

Investigative radiology
Avec: Johannes Haubold , René Hosch , Gregor Jost , Felix Kreis , Michael Forsting , Hubertus Pietsch , Felix Nensa

BOA: A CT-Based Body and Organ Analysis for Radiologists at the Point of Care.

Investigative radiology
Avec: Johannes Haubold , Giulia Baldini , Vicky Parmar , Benedikt Michael Schaarschmidt , Sven Koitka , Lennard Kroll , Natalie van Landeghem , Lale Umutlu , Michael Forsting , Felix Nensa , René Hosch

k-strip: A novel segmentation algorithm in k-space for the application of skull stripping.

Computer methods and programs in biomedicine
Avec: Moritz Rempe , Florian Mentzel , Kelsey L Pomykala , Johannes Haubold , Felix Nensa , Kevin Kroeninger , Jan Egger , Jens Kleesiek

From admission to discharge: a systematic review of clinical natural language processing along the patient journey.

BMC medical informatics and decision making
Avec: Katrin Klug , Katharina Beckh , Dario Antweiler , Nilesh Chakraborty , Giulia Baldini , Katharina Laue , René Hosch , Felix Nensa , Martin Schuler , Sven Giesselbach

Impact of imaging biomarkers from body composition analysis on outcome of endovascularly treated acute ischemic stroke patients.

Journal of neurointerventional surgery
Avec: Hanna Styczen , Volker Maus , Daniel Weiss , Lukas Goertz , René Hosch , Christian Rubbert , Nikolas Beck , Mathias Holtkamp , Luca Salhöfer , Rosa Schubert , Cornelius Deuschl , Felix Nensa , Johannes Haubold

Is there a connection between immunohistochemical markers and grading of lung cancer with apparent diffusion coefficient (ADC) and standardised uptake values (SUV) of hybrid 18F-FDG-PET/MRI?

Journal of medical imaging and radiation oncology
Avec: Ole Martin , Nils-Martin Bruckmann , Julian Kirchner , Tim Ullrich , Marc Ingenwerth , Simon Bogner , Chukwuka Eze , Felix Nensa , Ken Herrmann , Lale Umutlu , Gerald Antoch , Lino M Sawicki

Differentiation Between Anteroposterior and Posteroanterior Chest X-Ray View Position With Convolutional Neural Networks.

RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin
Avec: René Hosch , Lennard Kroll , Felix Nensa , Sven Koitka

Fully automated body composition analysis in routine CT imaging using 3D semantic segmentation convolutional neural networks.

European radiology
Avec: Sven Koitka , Lennard Kroll , Eugen Malamutmann , Arzu Oezcelik , Felix Nensa

CT-derived body composition analysis could possibly replace DXA and BIA to monitor NET-patients.

Scientific reports
Avec: Lennard Kroll , Annie Mathew , Giulia Baldini , René Hosch , Sven Koitka , Jens Kleesiek , Christoph Rischpler , Johannes Haubold , Dagmar Fuhrer , Felix Nensa , Harald Lahner

Prediction of left lobe hypertrophy after right lobe radioembolization of the liver using a clinical data model with external validation.

Scientific reports
Avec: Jens M Theysohn , Aydin Demircioglu , Malte Kleditzsch , Johannes M Ludwig , Manuel Weber , Lale Umutlu , Yan Li , Malte Kircher , Constantin Lapa , Andreas Buck , Michael Koehler , Moritz Wildgruber , Christian M Lange , Xavier Palard , Etienne Garin , Ken Herrmann , Michael Forsting , Felix Nensa

Preoperative PET-SUVmax and volume based PET parameters of the primary tumor fail to predict nodal upstaging in early-stage lung cancer.

Lung cancer (Amsterdam, Netherlands)
Avec: Özlem Okumus , Khaled Mardanzai , Till Plönes , Dirk Theegarten , Kaid Darwiche , Martin Schuler , Felix Nensa , Hubertus Hautzel , Ken Hermann , Martin Stuschke , Balazs Hegedus , Clemens Aigner

AI co-pilot: content-based image retrieval for the reading of rare diseases in chest CT.

Scientific reports
Avec: Johannes Haubold , Ke Zeng , Sepehr Farhand , Sarah Stalke , Hannah Steinberg , Denise Bos , Mathias Meetschen , Anisa Kureishi , Sebastian Zensen , Tim Goeser , Sandra Maier , Michael Forsting , Felix Nensa

Individualized scan protocols for CT angiography: an animal study for contrast media or radiation dose optimization.

European radiology experimental
Avec: Johannes Haubold , Sebastian Zensen , René Hosch , Benedikt Michael Schaarschmidt , Denise Bos , Bernhardt Schmidt , Thomas Flohr , Yan Li , Michael Forsting , Hubertus Pietsch , Felix Nensa , Gregor Jost

Closing the loop for AI-ready radiology.

RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin
Avec: Moritz Fuchs , Camila Gonzalez , Yannik Frisch , Paul Hahn , Philipp Matthies , Maximilian Gruening , Daniel Pinto Dos Santos , Thomas Dratsch , Moon Kim , Felix Nensa , Manuel Trenz , Anirban Mukhopadhyay

Information extraction from weakly structured radiological reports with natural language queries.

European radiology
Avec: Amin Dada , Tim Leon Ufer , Moon Kim , Max Hasin , Nicola Spieker , Michael Forsting , Felix Nensa , Jan Egger , Jens Kleesiek

Falling off the screening grid-Predictors for postponed utilization of psycho-oncological support in cancer patients and its implications for distress assessment and management.

Psycho-oncology
Avec: Raya Rausch , Alexander Bäuerle , Vanessa Rentrop , Christoph Jansen , Felix Nensa , Stefan Palm , Mitra Tewes , Dirk Schadendorf , Eva-Maria Skoda , Martin Teufel

AI-based digital histopathology for perihilar cholangiocarcinoma: A step, not a jump.

Journal of pathology informatics
Avec: Dieter P Hoyer , Saskia Ting , Nina Rogacka , Sven Koitka , René Hosch , Nils Flaschel , Johannes Haubold , Eugen Malamutmann , Björn-Ole Stüben , Jürgen Treckmann , Felix Nensa , Giulia Baldini

Elexacaftor/tezacaftor/ivacaftor influences body composition in adults with cystic fibrosis: a fully automated CT-based analysis.

Scientific reports
Avec: Dirk Westhölter , Johannes Haubold , Matthias Welsner , Luca Salhöfer , Johannes Wienker , Sivagurunathan Sutharsan , Svenja Straßburg , Christian Taube , Lale Umutlu , Benedikt M Schaarschmidt , Sven Koitka , Sebastian Zensen , Michael Forsting , Felix Nensa , René Hosch , Marcel Opitz

Addressing the Contrast Media Recognition Challenge: A Fully Automated Machine Learning Approach for Predicting Contrast Phases in CT Imaging.

Investigative radiology
Avec: Giulia Baldini , René Hosch , Cynthia S Schmidt , Katarzyna Borys , Lennard Kroll , Sven Koitka , Patrizia Haubold , Obioma Pelka , Felix Nensa , Johannes Haubold

Automated 3D-Body Composition Analysis as a Predictor of Survival in Patients With Idiopathic Pulmonary Fibrosis.

Journal of thoracic imaging
Avec: Luca Salhöfer , Francesco Bonella , Mathias Meetschen , Lale Umutlu , Michael Forsting , Benedikt Michael Schaarschmidt , Marcel Klaus Opitz , Jens Kleesiek , Rene Hosch , Sven Koitka , Vicky Parmar , Felix Nensa , Johannes Haubold

ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset.

Scientific data
Avec: Johannes Rückert , Louise Bloch , Raphael Brüngel , Ahmad Idrissi-Yaghir , Henning Schäfer , Cynthia S Schmidt , Sven Koitka , Obioma Pelka , Asma Ben Abacha , Alba G Seco de Herrera , Henning Müller , Peter A Horn , Felix Nensa , Christoph M Friedrich

SAROS: A dataset for whole-body region and organ segmentation in CT imaging.

Scientific data
Avec: Sven Koitka , Giulia Baldini , Lennard Kroll , Natalie van Landeghem , Olivia B Pollok , Johannes Haubold , Obioma Pelka , Moon Kim , Jens Kleesiek , Felix Nensa , René Hosch

Radiomics Analysis of Multiparametric PET/MRI for N- and M-Staging in Patients with Primary Cervical Cancer.

RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin
Avec: Lale Umutlu , Felix Nensa , Aydin Demircioglu , Gerald Antoch , Ken Herrmann , Michael Forsting , Johannes Stefan Grueneisen

Cardiac PET/MRI: Current Clinical Status and Future Perspectives.

Seminars in nuclear medicine
Avec: Christoph Rischpler , Johannes Siebermair , Lukas Kessler , Harald H Quick , Lale Umutlu , Tienush Rassaf , Gerald Antoch , Ken Herrmann , Felix Nensa

A rapid volume of interest-based approach of radiomics analysis of breast MRI for tumor decoding and phenotyping of breast cancer.

PloS one
Avec: Aydin Demircioglu , Johannes Grueneisen , Marc Ingenwerth , Oliver Hoffmann , Katja Pinker-Domenig , Elizabeth Morris , Johannes Haubold , Michael Forsting , Felix Nensa , Lale Umutlu

Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms.

JAMA network open
Avec: Thomas Schaffter , Diana S M Buist , Christoph I Lee , Yaroslav Nikulin , Dezso Ribli , Yuanfang Guan , William Lotter , Zequn Jie , Hao Du , Sijia Wang , Jiashi Feng , Mengling Feng , Hyo-Eun Kim , Francisco Albiol , Alberto Albiol , Stephen Morrell , Zbigniew Wojna , Mehmet Eren Ahsen , Umar Asif , Antonio Jimeno Yepes , Shivanthan Yohanandan , Simona Rabinovici-Cohen , Darvin Yi , Bruce Hoff , Thomas Yu , Elias Chaibub Neto , Daniel L Rubin , Peter Lindholm , Laurie R Margolies , Russell Bailey McBride , Joseph H Rothstein , Weiva Sieh , Rami Ben-Ari , Stefan Harrer , Andrew Trister , Stephen Friend , Thea Norman , Berkman Sahiner , Fredrik Strand , Justin Guinney , Gustavo Stolovitzky , Auteur inconnu , Lester Mackey , Joyce Cahoon , Li Shen , Jae Ho Sohn , Hari Trivedi , Yiqiu Shen , Ljubomir Buturovic , Jose Costa Pereira , Jaime S Cardoso , Eduardo Castro , Karl Trygve Kalleberg , Obioma Pelka , Imane Nedjar , Krzysztof J Geras , Felix Nensa , Ethan Goan , Sven Koitka , Luis Caballero , David D Cox , Pavitra Krishnaswamy , Gaurav Pandey , Christoph M Friedrich , Dimitri Perrin , Clinton Fookes , Bibo Shi , Gerard Cardoso Negrie , Michael Kawczynski , Kyunghyun Cho , Can Son Khoo , Joseph Y Lo , A Gregory Sorensen , Hwejin Jung

Fully Automated MR Based Virtual Biopsy of Cerebral Gliomas.

Cancers
Avec: Johannes Haubold , René Hosch , Vicky Parmar , Martin Glas , Nika Guberina , Onofrio Antonio Catalano , Daniela Pierscianek , Karsten Wrede , Cornelius Deuschl , Michael Forsting , Felix Nensa , Nils Flaschel , Lale Umutlu

Joint Imaging Platform for Federated Clinical Data Analytics.

JCO clinical cancer informatics
Avec: Jonas Scherer , Marco Nolden , Jens Kleesiek , Jasmin Metzger , Klaus Kades , Verena Schneider , Michael Bach , Oliver Sedlaczek , Andreas M Bucher , Thomas J Vogl , Frank Grünwald , Jens-Peter Kühn , Ralf-Thorsten Hoffmann , Jörg Kotzerke , Oliver Bethge , Lars Schimmöller , Gerald Antoch , Hans-Wilhelm Müller , Andreas Daul , Konstantin Nikolaou , Christian la Fougère , Wolfgang G Kunz , Michael Ingrisch , Balthasar Schachtner , Jens Ricke , Peter Bartenstein , Felix Nensa , Alexander Radbruch , Lale Umutlu , Michael Forsting , Robert Seifert , Ken Herrmann , Philipp Mayer , Hans-Ulrich Kauczor , Tobias Penzkofer , Bernd Hamm , Winfried Brenner , Roman Kloeckner , Christoph Düber , Mathias Schreckenberger , Rickmer Braren , Georgios Kaissis , Marcus Makowski , Matthias Eiber , Andrei Gafita , Rupert Trager , Wolfgang A Weber , Jakob Neubauer , Marco Reisert , Michael Bock , Fabian Bamberg , Jürgen Hennig , Philipp Tobias Meyer , Juri Ruf , Uwe Haberkorn , Stefan O Schoenberg , Tristan Kuder , Peter Neher , Ralf Floca , Heinz-Peter Schlemmer , Klaus Maier-Hein

Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems.

PloS one
Avec: Obioma Pelka , Christoph M Friedrich , Felix Nensa , Christoph Mönninghoff , Louise Bloch , Karl-Heinz Jöckel , Sara Schramm , Sarah Sanchez Hoffmann , Angela Winkler , Christian Weimar , Martha Jokisch , Auteur inconnu

Cardiac PET/MRI-an update.

European journal of hybrid imaging
Avec: C Rischpler , S G Nekolla , G Heusch , L Umutlu , T Rassaf , P Heusch , K Herrmann , F Nensa

Preoperative Computed Tomography Volumetry and Graft Weight Estimation of Left Lateral Segment in Pediatric Living Donor Liver Transplant.

Experimental and clinical transplantation : official journal of the Middle East Society for Organ Transplantation
Avec: Martynas Tamulevicius , Arzu Oezcelik , Sven Koitka , Jens M Theysohn , Dieter P Hoyer , Fardad Farzaliyev , Johannes Haubold , Felix Nensa , Jürgen Treckmann , Eugen Malamutmann

Artificial intelligence guided enhancement of digital PET: scans as fast as CT?

European journal of nuclear medicine and molecular imaging
Avec: René Hosch , Manuel Weber , Miriam Sraieb , Nils Flaschel , Johannes Haubold , Moon-Sung Kim , Lale Umutlu , Jens Kleesiek , Ken Herrmann , Felix Nensa , Christoph Rischpler , Sven Koitka , Robert Seifert , David Kersting

Biomarkers extracted by fully automated body composition analysis from chest CT correlate with SARS-CoV-2 outcome severity.

Scientific reports
Avec: René Hosch , Simone Kattner , Marc Moritz Berger , Thorsten Brenner , Johannes Haubold , Jens Kleesiek , Sven Koitka , Lennard Kroll , Anisa Kureishi , Nils Flaschel , Felix Nensa

Validating Automatic Concept-Based Explanations for AI-Based Digital Histopathology.

Sensors (Basel, Switzerland)
Avec: Daniel Sauter , Georg Lodde , Felix Nensa , Dirk Schadendorf , Elisabeth Livingstone , Markus Kukuk

Explainable AI in medical imaging: An overview for clinical practitioners - Saliency-based XAI approaches.

European journal of radiology
Avec: Katarzyna Borys , Yasmin Alyssa Schmitt , Meike Nauta , Christin Seifert , Nicole Krämer , Christoph M Friedrich , Felix Nensa

Contrast Agent Dose Reduction in MRI Utilizing a Generative Adversarial Network in an Exploratory Animal Study.

Investigative radiology
Avec: Johannes Haubold , Gregor Jost , Jens Matthias Theysohn , Johannes Maximilian Ludwig , Yan Li , Jens Kleesiek , Benedikt Michael Schaarschmidt , Michael Forsting , Felix Nensa , Hubertus Pietsch , René Hosch

Identification of radiomic biomarkers in a set of four skeletal muscle groups on Dixon MRI of the NAKO MR study.

BMC medical imaging
Avec: Marc Fischer , Thomas Küstner , Sofia Pappa , Thoralf Niendorf , Tobias Pischon , Thomas Kröncke , Stefanie Bette , Sara Schramm , Börge Schmidt , Johannes Haubold , Felix Nensa , Tobias Nonnenmacher , Viktoria Palm , Fabian Bamberg , Lena Kiefer , Fritz Schick , Bin Yang

A proof of concept for microcirculation monitoring using machine learning based hyperspectral imaging in critically ill patients: a monocentric observational study.

Critical care (London, England)
Avec: Judith Kohnke , Kevin Pattberg , Felix Nensa , Henning Kuhlmann , Thorsten Brenner , Karsten Schmidt , René Hosch , Florian Espeter

AI-derived body composition parameters as prognostic factors in patients with HCC undergoing TACE in a multicenter study.

JHEP reports : innovation in hepatology
Avec: Lukas Müller , Aline Mähringer-Kunz , Timo Alexander Auer , Uli Fehrenbach , Bernhard Gebauer , Johannes Haubold , Benedikt Michael Schaarschmidt , Moon-Sung Kim , René Hosch , Felix Nensa , Jens Kleesiek , Thierno D Diallo , Michel Eisenblätter , Hanna Kuzior , Natascha Roehlen , Dominik Bettinger , Verena Steinle , Philipp Mayer , David Zopfs , Daniel Pinto Dos Santos , Roman Kloeckner

CT-based body composition analysis and pulmonary fat attenuation volume as biomarkers to predict overall survival in patients with non-specific interstitial pneumonia.

European radiology experimental
Avec: Luca Salhöfer , Francesco Bonella , Mathias Meetschen , Lale Umutlu , Michael Forsting , Benedikt M Schaarschmidt , Marcel Opitz , Nikolas Beck , Sebastian Zensen , René Hosch , Vicky Parmar , Felix Nensa , Johannes Haubold

Réseau de co-auteurs

Felix Nensa 68 collaborations
Johannes Haubold 30 collaborations
René Hosch 26 collaborations
Michael Forsting 25 collaborations
Lale Umutlu 22 collaborations
Sven Koitka 22 collaborations
Ken Herrmann 14 collaborations
Jens Kleesiek 14 collaborations
Benedikt Michael Schaarschmidt 9 collaborations
Gerald Antoch 8 collaborations
Aydin Demircioglu 8 collaborations
Giulia Baldini 8 collaborations
Vicky Parmar 8 collaborations
Lennard Kroll 8 collaborations
Yan Li 7 collaborations
Christoph M Friedrich 7 collaborations
Nils Flaschel 6 collaborations
Obioma Pelka 6 collaborations
Luca Salhöfer 6 collaborations
Christoph Rischpler 5 collaborations
Martin Schuler 5 collaborations
Katarzyna Borys 5 collaborations
Sebastian Zensen 5 collaborations
Benedikt M Schaarschmidt 4 collaborations
Jens Matthias Theysohn 4 collaborations
Jan Egger 4 collaborations
Eugen Malamutmann 4 collaborations
Dirk Schadendorf 4 collaborations
Kaid Darwiche 4 collaborations
Moon Kim 4 collaborations
Gregor Jost 4 collaborations
Hubertus Pietsch 4 collaborations
Mathias Meetschen 4 collaborations
Tienush Rassaf 3 collaborations
Julian Kirchner 3 collaborations
Marc Ingenwerth 3 collaborations
Simon Bogner 3 collaborations
Clemens Aigner 3 collaborations
Alexander Radbruch 3 collaborations
Cornelius Deuschl 3 collaborations
Moon-Sung Kim 3 collaborations
Julius Keyl 3 collaborations
Jens M Theysohn 3 collaborations
Arzu Oezcelik 3 collaborations
Dieter P Hoyer 3 collaborations
Jürgen Treckmann 3 collaborations
Marcel Wiesweg 3 collaborations
Daniel Sauter 3 collaborations
Georg Lodde 3 collaborations
Elisabeth Livingstone 3 collaborations
Markus Kukuk 3 collaborations
Merlin Engelke 3 collaborations
Peter A Horn 3 collaborations
Hubertus Hautzel 3 collaborations
Thorsten Brenner 3 collaborations
Marcel Opitz 3 collaborations
Anisa Kureishi 3 collaborations
Lukas Kessler 2 collaborations
Lino M Sawicki 2 collaborations
Henning Reis 2 collaborations
Harald H Quick 2 collaborations
Axel Wetter 2 collaborations
Kai Nassenstein 2 collaborations
Saskia Ting 2 collaborations
Cynthia Sabrina Schmidt 2 collaborations
Patrizia Haubold 2 collaborations
Thomas Herold 2 collaborations
Martin Metzenmacher 2 collaborations
Martin Stuschke 2 collaborations
Martin Glas 2 collaborations
Karsten Wrede 2 collaborations
Johannes Grueneisen 2 collaborations
Katharina Laue 2 collaborations
Dirk Theegarten 2 collaborations
Johannes Maximilian Ludwig 2 collaborations
Johannes Wienker 2 collaborations
Dirk Westhölter 2 collaborations
Christian Taube 2 collaborations
David Kersting 2 collaborations
Johannes Stefan Grueneisen 2 collaborations
Yasmin Alyssa Schmitt 2 collaborations
Meike Nauta 2 collaborations
Christin Seifert 2 collaborations
Nicole Krämer 2 collaborations
Rene Hosch 2 collaborations
Natalie van Landeghem 2 collaborations
Nikolas Beck 2 collaborations
Manuel Weber 2 collaborations
Denise Bos 2 collaborations
Daniel Pinto Dos Santos 2 collaborations
Cynthia S Schmidt 2 collaborations
Francesco Bonella 2 collaborations
Louise Bloch 2 collaborations
None None 2 collaborations
Robert Seifert 2 collaborations
Philipp Mayer 2 collaborations
Roman Kloeckner 2 collaborations
Fabian Bamberg 2 collaborations
Sara Schramm 2 collaborations
Maria Papathanasiou 1 collaboration
Alexander Carpinteiro 1 collaboration
Tim Hagenacker 1 collaboration
Alexandra Brainman 1 collaboration
Christoph Kleinschnitz 1 collaboration
Ulrich Dührsen 1 collaboration
Thomas-Wilfried Schlosser 1 collaboration
Peter Luedike 1 collaboration
Christian Buchbender 1 collaboration
Philipp Heusch 1 collaboration
Maike E Lindemann 1 collaboration
Nils Dörner 1 collaboration
Thomas Wilfried Schlosser 1 collaboration
Frederic Jonske 1 collaboration
Maximilian Dederichs 1 collaboration
Phillip Gudlin 1 collaboration
Murat Dayangac 1 collaboration
Aaron Berger 1 collaboration
Oliver Ester 1 collaboration
Tobias Greiner 1 collaboration
Brigitte Schumacher 1 collaboration
David Albers 1 collaboration
Peter Markus 1 collaboration
Stefan Kasper 1 collaboration
Amin T Turki 1 collaboration
Moon S Kim 1 collaboration
Ming Qu 1 collaboration
Asja Fischer 1 collaboration
Wilfried E Eberhardt 1 collaboration
Hans-Ulrich Schildhaus 1 collaboration
Marcel Gratz 1 collaboration
Ulrich Sure 1 collaboration
Kathy Keyvani 1 collaboration
Mathias Nittka 1 collaboration
Stephan Kannengiesser 1 collaboration
Vikas Gulani 1 collaboration
Mark Griswold 1 collaboration
Kamyar Arzideh 1 collaboration
Moritz Ulrich 1 collaboration
Georgios Luca Alatzides 1 collaboration
Hannah Luisa Steinberg 1 collaboration
Amos Cornelius Zeller 1 collaboration
Hartmut Schmidt 1 collaboration
Jörg Hense 1 collaboration
Sebastian Michels 1 collaboration
Carsten Kobe 1 collaboration
Smiths Lueong 1 collaboration
Gregor Zaun 1 collaboration
Alexander Drzezga 1 collaboration
Jürgen Wolf 1 collaboration
Alexander Brehmer 1 collaboration
Christopher Martin Sauer 1 collaboration
Jayson Salazar Rodríguez 1 collaboration
Kelsey Herrmann 1 collaboration
Fin Hendrik Bahnsen 1 collaboration
Benedikt Frank 1 collaboration
Martin Koehrmann 1 collaboration
Amir-Abbas Mahabadi 1 collaboration
Boris Hadaschik 1 collaboration
Christopher Darr 1 collaboration
Susanne Tan 1 collaboration
Jan Buer 1 collaboration
Hans Christian Reinhardt 1 collaboration
Michael Gertz 1 collaboration
Frank Weber 1 collaboration
Azim Shaibekov 1 collaboration
Xiangtai Zeng 1 collaboration
Henning Dralle 1 collaboration
Jost Langhorst 1 collaboration
Anna Katharina Koch 1 collaboration
Karsten Beiderwellen 1 collaboration
Onofrio Catalano 1 collaboration
Markus Jochims 1 collaboration
Maurice Gutt 1 collaboration
Maximilian Schuessler 1 collaboration
J Keyl 1 collaboration
A Bucher 1 collaboration
F Jungmann 1 collaboration
R Hosch 1 collaboration
A Ziller 1 collaboration
R Armbruster 1 collaboration
P Malkomes 1 collaboration
T M Reissig 1 collaboration
S Koitka 1 collaboration
I Tzianopoulos 1 collaboration
P Keyl 1 collaboration
K Kostbade 1 collaboration
D Albers 1 collaboration
P Markus 1 collaboration
J Treckmann 1 collaboration
K Nassenstein 1 collaboration
J Haubold 1 collaboration
M Makowski 1 collaboration
M Forsting 1 collaboration
H A Baba 1 collaboration
S Kasper 1 collaboration
J T Siveke 1 collaboration
M Schuler 1 collaboration
G Kaissis 1 collaboration
J Kleesiek 1 collaboration
R Braren 1 collaboration
Nele Rüsche 1 collaboration
Erik Büscher 1 collaboration
Rüdiger Karpf-Wissel 1 collaboration
Jane Winantea 1 collaboration
Filiz Özkan 1 collaboration
Jens Theysohn 1 collaboration
Christian Martin Brieske 1 collaboration
Felix Kreis 1 collaboration
Moritz Rempe 1 collaboration
Florian Mentzel 1 collaboration
Kelsey L Pomykala 1 collaboration
Kevin Kroeninger 1 collaboration
Katrin Klug 1 collaboration
Katharina Beckh 1 collaboration
Dario Antweiler 1 collaboration
Nilesh Chakraborty 1 collaboration
Sven Giesselbach 1 collaboration
Hanna Styczen 1 collaboration
Volker Maus 1 collaboration
Daniel Weiss 1 collaboration
Lukas Goertz 1 collaboration
Christian Rubbert 1 collaboration
Mathias Holtkamp 1 collaboration
Rosa Schubert 1 collaboration
Ole Martin 1 collaboration
Nils-Martin Bruckmann 1 collaboration
Tim Ullrich 1 collaboration
Chukwuka Eze 1 collaboration
Annie Mathew 1 collaboration
Dagmar Fuhrer 1 collaboration
Harald Lahner 1 collaboration
Malte Kleditzsch 1 collaboration
Johannes M Ludwig 1 collaboration
Malte Kircher 1 collaboration
Constantin Lapa 1 collaboration
Andreas Buck 1 collaboration
Michael Koehler 1 collaboration
Moritz Wildgruber 1 collaboration
Christian M Lange 1 collaboration
Xavier Palard 1 collaboration
Etienne Garin 1 collaboration
Özlem Okumus 1 collaboration
Khaled Mardanzai 1 collaboration
Till Plönes 1 collaboration
Ken Hermann 1 collaboration
Balazs Hegedus 1 collaboration
Ke Zeng 1 collaboration
Sepehr Farhand 1 collaboration
Sarah Stalke 1 collaboration
Hannah Steinberg 1 collaboration
Tim Goeser 1 collaboration
Sandra Maier 1 collaboration
Bernhardt Schmidt 1 collaboration
Thomas Flohr 1 collaboration
Moritz Fuchs 1 collaboration
Camila Gonzalez 1 collaboration
Yannik Frisch 1 collaboration
Paul Hahn 1 collaboration
Philipp Matthies 1 collaboration
Maximilian Gruening 1 collaboration
Thomas Dratsch 1 collaboration
Manuel Trenz 1 collaboration
Anirban Mukhopadhyay 1 collaboration
Amin Dada 1 collaboration
Tim Leon Ufer 1 collaboration
Max Hasin 1 collaboration
Nicola Spieker 1 collaboration
Raya Rausch 1 collaboration
Alexander Bäuerle 1 collaboration
Vanessa Rentrop 1 collaboration
Christoph Jansen 1 collaboration
Stefan Palm 1 collaboration
Mitra Tewes 1 collaboration
Eva-Maria Skoda 1 collaboration
Martin Teufel 1 collaboration
Nina Rogacka 1 collaboration
Björn-Ole Stüben 1 collaboration
Matthias Welsner 1 collaboration
Sivagurunathan Sutharsan 1 collaboration
Svenja Straßburg 1 collaboration
Marcel Klaus Opitz 1 collaboration
Johannes Rückert 1 collaboration
Raphael Brüngel 1 collaboration
Ahmad Idrissi-Yaghir 1 collaboration
Henning Schäfer 1 collaboration
Asma Ben Abacha 1 collaboration
Alba G Seco de Herrera 1 collaboration
Henning Müller 1 collaboration
Olivia B Pollok 1 collaboration
Johannes Siebermair 1 collaboration
Oliver Hoffmann 1 collaboration
Katja Pinker-Domenig 1 collaboration
Elizabeth Morris 1 collaboration
Thomas Schaffter 1 collaboration
Diana S M Buist 1 collaboration
Christoph I Lee 1 collaboration
Yaroslav Nikulin 1 collaboration
Dezso Ribli 1 collaboration
Yuanfang Guan 1 collaboration
William Lotter 1 collaboration
Zequn Jie 1 collaboration
Hao Du 1 collaboration
Sijia Wang 1 collaboration
Jiashi Feng 1 collaboration
Mengling Feng 1 collaboration
Hyo-Eun Kim 1 collaboration
Francisco Albiol 1 collaboration
Alberto Albiol 1 collaboration
Stephen Morrell 1 collaboration
Zbigniew Wojna 1 collaboration
Mehmet Eren Ahsen 1 collaboration
Umar Asif 1 collaboration
Antonio Jimeno Yepes 1 collaboration
Shivanthan Yohanandan 1 collaboration
Simona Rabinovici-Cohen 1 collaboration
Darvin Yi 1 collaboration
Bruce Hoff 1 collaboration
Thomas Yu 1 collaboration
Elias Chaibub Neto 1 collaboration
Daniel L Rubin 1 collaboration
Peter Lindholm 1 collaboration
Laurie R Margolies 1 collaboration
Russell Bailey McBride 1 collaboration
Joseph H Rothstein 1 collaboration
Weiva Sieh 1 collaboration
Rami Ben-Ari 1 collaboration
Stefan Harrer 1 collaboration
Andrew Trister 1 collaboration
Stephen Friend 1 collaboration
Thea Norman 1 collaboration
Berkman Sahiner 1 collaboration
Fredrik Strand 1 collaboration
Justin Guinney 1 collaboration
Gustavo Stolovitzky 1 collaboration
Lester Mackey 1 collaboration
Joyce Cahoon 1 collaboration
Li Shen 1 collaboration
Jae Ho Sohn 1 collaboration
Hari Trivedi 1 collaboration
Yiqiu Shen 1 collaboration
Ljubomir Buturovic 1 collaboration
Jose Costa Pereira 1 collaboration
Jaime S Cardoso 1 collaboration
Eduardo Castro 1 collaboration
Karl Trygve Kalleberg 1 collaboration
Imane Nedjar 1 collaboration
Krzysztof J Geras 1 collaboration
Ethan Goan 1 collaboration
Luis Caballero 1 collaboration
David D Cox 1 collaboration
Pavitra Krishnaswamy 1 collaboration
Gaurav Pandey 1 collaboration
Dimitri Perrin 1 collaboration
Clinton Fookes 1 collaboration
Bibo Shi 1 collaboration
Gerard Cardoso Negrie 1 collaboration
Michael Kawczynski 1 collaboration
Kyunghyun Cho 1 collaboration
Can Son Khoo 1 collaboration
Joseph Y Lo 1 collaboration
A Gregory Sorensen 1 collaboration
Hwejin Jung 1 collaboration
Nika Guberina 1 collaboration
Onofrio Antonio Catalano 1 collaboration
Daniela Pierscianek 1 collaboration
Jonas Scherer 1 collaboration
Marco Nolden 1 collaboration
Jasmin Metzger 1 collaboration
Klaus Kades 1 collaboration
Verena Schneider 1 collaboration
Michael Bach 1 collaboration
Oliver Sedlaczek 1 collaboration
Andreas M Bucher 1 collaboration
Thomas J Vogl 1 collaboration
Frank Grünwald 1 collaboration
Jens-Peter Kühn 1 collaboration
Ralf-Thorsten Hoffmann 1 collaboration
Jörg Kotzerke 1 collaboration
Oliver Bethge 1 collaboration
Lars Schimmöller 1 collaboration
Hans-Wilhelm Müller 1 collaboration
Andreas Daul 1 collaboration
Konstantin Nikolaou 1 collaboration
Christian la Fougère 1 collaboration
Wolfgang G Kunz 1 collaboration
Michael Ingrisch 1 collaboration
Balthasar Schachtner 1 collaboration
Jens Ricke 1 collaboration
Peter Bartenstein 1 collaboration
Hans-Ulrich Kauczor 1 collaboration
Tobias Penzkofer 1 collaboration
Bernd Hamm 1 collaboration
Winfried Brenner 1 collaboration
Christoph Düber 1 collaboration
Mathias Schreckenberger 1 collaboration
Rickmer Braren 1 collaboration
Georgios Kaissis 1 collaboration
Marcus Makowski 1 collaboration
Matthias Eiber 1 collaboration
Andrei Gafita 1 collaboration
Rupert Trager 1 collaboration
Wolfgang A Weber 1 collaboration
Jakob Neubauer 1 collaboration
Marco Reisert 1 collaboration
Michael Bock 1 collaboration
Jürgen Hennig 1 collaboration
Philipp Tobias Meyer 1 collaboration
Juri Ruf 1 collaboration
Uwe Haberkorn 1 collaboration
Stefan O Schoenberg 1 collaboration
Tristan Kuder 1 collaboration
Peter Neher 1 collaboration
Ralf Floca 1 collaboration
Heinz-Peter Schlemmer 1 collaboration
Klaus Maier-Hein 1 collaboration
Christoph Mönninghoff 1 collaboration
Karl-Heinz Jöckel 1 collaboration
Sarah Sanchez Hoffmann 1 collaboration
Angela Winkler 1 collaboration
Christian Weimar 1 collaboration
Martha Jokisch 1 collaboration
C Rischpler 1 collaboration
S G Nekolla 1 collaboration
G Heusch 1 collaboration
L Umutlu 1 collaboration
T Rassaf 1 collaboration
P Heusch 1 collaboration
K Herrmann 1 collaboration
Martynas Tamulevicius 1 collaboration
Fardad Farzaliyev 1 collaboration
Miriam Sraieb 1 collaboration
Simone Kattner 1 collaboration
Marc Moritz Berger 1 collaboration
Marc Fischer 1 collaboration
Thomas Küstner 1 collaboration
Sofia Pappa 1 collaboration
Thoralf Niendorf 1 collaboration
Tobias Pischon 1 collaboration
Thomas Kröncke 1 collaboration
Stefanie Bette 1 collaboration
Börge Schmidt 1 collaboration
Tobias Nonnenmacher 1 collaboration
Viktoria Palm 1 collaboration
Lena Kiefer 1 collaboration
Fritz Schick 1 collaboration
Bin Yang 1 collaboration
Judith Kohnke 1 collaboration
Kevin Pattberg 1 collaboration
Henning Kuhlmann 1 collaboration
Karsten Schmidt 1 collaboration
Florian Espeter 1 collaboration
Lukas Müller 1 collaboration
Aline Mähringer-Kunz 1 collaboration
Timo Alexander Auer 1 collaboration
Uli Fehrenbach 1 collaboration
Bernhard Gebauer 1 collaboration
Thierno D Diallo 1 collaboration
Michel Eisenblätter 1 collaboration
Hanna Kuzior 1 collaboration
Natascha Roehlen 1 collaboration
Dominik Bettinger 1 collaboration
Verena Steinle 1 collaboration
David Zopfs 1 collaboration