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M.Sc. Manuel Schultheiß

  • Medical Image Analysis using Convolutional Networks
  • Machine Learning
  • Computed Tomography
  • Photon Counting Detectors

  • 5
    Frank, Manuela; Gassert, Florian T.; Urban, Theresa; Willer, Konstantin; Noichl, Wolfgang; Schick, Rafael; Schultheiss, Manuel; Viermetz, Manuel; Gleich, Bernhard; De Marco, Fabio; Herzen, Julia; Koehler, Thomas; Engel, Klaus Jürgen; Renger, Bernhard; Gassert, Felix G.; Sauter, Andreas; Fingerle, Alexander A.; Haller, Bernhard; Makowski, Marcus R.; Pfeiffer, Daniela; Pfeiffer, Franz: Dark-field chest X-ray imaging for the assessment of COVID-19-pneumonia. Communications Medicine 2 (1), 2022 mehr… BibTeX Volltext ( DOI )
  • 4
    Schultheiss, Manuel; Schmette, Philipp; Bodden, Jannis; Aichele, Juliane; Müller-Leisse, Christina; Gassert, Felix G.; Gassert, Florian T.; Gawlitza, Joshua F.; Hofmann, Felix C.; Sasse, Daniel; von Schacky, Claudio E.; Ziegelmayer, Sebastian; De Marco, Fabio; Renger, Bernhard; Makowski, Marcus R.; Pfeiffer, Franz; Pfeiffer, Daniela: Lung nodule detection in chest X-rays using synthetic ground-truth data comparing CNN-based diagnosis to human performance. Scientific Reports 11 (1), 2021 mehr… BibTeX Volltext ( DOI )
  • 3
    Schultheiss, Manuel; Noël, Peter B.; Riederer, Isabelle; Thiele, Frank; Kopp, Felix K.; Renger, Bernhard; Rummeny, Ernst J.; Pfeiffer, Franz; Pfeiffer, Daniela: Towards subject-level cerebral infarction classification of CT scans using convolutional networks. PLOS ONE 15 (7), 2020, e0235765 mehr… BibTeX Volltext ( DOI )
  • 2
    Schultheiss, Manuel; Schober, Sebastian A.; Lodde, Marie; Bodden, Jannis; Aichele, Juliane; Müller-Leisse, Christina; Renger, Bernhard; Pfeiffer, Franz; Pfeiffer, Daniela: A robust convolutional neural network for lung nodule detection in the presence of foreign bodies. Scientific Reports 10 (1), 2020 mehr… BibTeX Volltext ( DOI )
  • 1
    Shapira, Nadav; Fokuhl, Julia; Schultheiß, Manuel; Beck, Stefanie; Kopp, Felix K; Pfeiffer, Daniela; Dangelmaier, Julia; Pahn, Gregor; Sauter, Andreas P; Renger, Bernhard; Fingerle, Alexander A; Rummeny, Ernst J; Albarqouni, Shadi; Navab, Nassir; Noël, Peter B: Liver lesion localisation and classification with convolutional neural networks: a comparison between conventional and spectral computed tomography. Biomedical Physics & Engineering Express 6 (1), 2020, 015038 mehr… BibTeX Volltext ( DOI )

RSNA 12.2020
on-line
Comparison of Convolutional Neural Networks for Acute Ischemic Stroke Related Dense Artery Sign Detection in Non-Contrast CT Scans Presentation
RSNA 12.2020
on-line
Observer Performance Evaluation for CNNs and Radiologists Using Synthetic Chest Radiographs Generated from CT Scans Presentation
101. Deutscher Röntgenkongress 08.2020  Digital
 
CNN-basierte Erkennung des Hyperdensen Mediazeichen Presentation