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Technische Universität München
Foto von Tina Dorosti Nadeali

M.Sc. Tina Dorosti Nadeali

  • Applications of AI in medical imaging 
  • Machine learning 
  • Dark-field and spectral X-ray imaging 

  • 7Dorosti, Tina; Schultheiss, Manuel; Hofmann, Felix; Thalhammer, Johannes; Kirchner, Luisa; Urban, Theresa; Pfeiffer, Franz; Schaff, Florian; Lasser, Tobias; Pfeiffer, Daniela: Optimizing convolutional neural networks for Chronic Obstructive Pulmonary Disease detection in clinical computed tomography imaging. Computers in Biology and Medicine 185, 2025, 109533 mehr… BibTeX Volltext ( DOI )
  • 6Dorosti, Tina; Schultheiss, Manuel; Schmette, Philipp; Heuchert, Jule; Thalhammer, Johannes; Gassert, Florian T.; Sellerer, Thorsten; Schick, Rafael; Taphorn, Kirsten; Mechlem, Korbinian; Birnbacher, Lorenz; Schaff, Florian; Pfeiffer, Franz; Pfeiffer, Daniela: Estimating Total Lung Volume from Pixel-Level Thickness Maps of Chest Radiographs Using Deep Learning. Radiology: Artificial Intelligence, 2025 mehr… BibTeX Volltext ( DOI )
  • 5Gassert, Florian T.; Heuchert, Jule; Schick, Rafael; Bast, Henriette; Urban, Theresa; Dorosti, Tina; Zimmermann, Gregor S.; Ziegelmayer, Sebastian; Marka, Alexander W.; Graf, Markus; Makowski, Marcus R.; Pfeiffer, Daniela; Pfeiffer, Franz: Lung volume assessment for mean dark-field coefficient calculation using different determination methods. European Radiology Experimental 9 (1), 2025 mehr… BibTeX Volltext ( DOI )
  • 4Sauter, Andreas Philipp; Thalhammer, Johannes; Meurer, Felix; Dorosti, Tina; Sasse, Daniel; Ritter, Jessica; Leonhardt, Yannik; Pfeiffer, Franz; Schaff, Florian; Pfeiffer, Daniela: Ultra-Low-Dose CTPA Using Sparse Sampling CT Combined with the U-Net for Deep Learning-Based Artifact Reduction: An Exploratory Study. Journal of Imaging Informatics in Medicine, 2025 mehr… BibTeX Volltext ( DOI )
  • 3Thalhammer, Johannes B.; Dorosti, Tina; Peterhansl, Sebastian; Schaff, Florian; Pfeiffer, Daniela; Pfeiffer, Franz; Donnelley, Martin; Smith, Ronan; Kitchen, Marcus; Ahlers, Jannis; Costello, Lucy; D’Amico, Lorenzo; Morgan, Kaye: Region-of-Interest Phase Contrast CT of Calf Lungs with varying exposure times. 2025, (anderer Eintrag) mehr… BibTeX Volltext ( DOI )
  • 2Thalhammer, Johannes; Schultheiß, Manuel; Dorosti, Tina; Lasser, Tobias; Pfeiffer, Franz; Pfeiffer, Daniela; Schaff, Florian: Improving Automated Hemorrhage Detection in Sparse-view CT via U-Net-based Artifact Reduction. Radiology: Artificial Intelligence, 2024 mehr… BibTeX Volltext ( DOI )
  • 1Ries, Annika; Dorosti, Tina; Thalhammer, Johannes; Sasse, Daniel; Sauter, Andreas; Meurer, Felix; Benne, Ashley; Lasser, Tobias; Pfeiffer, Franz; Schaff, Florian; Pfeiffer, Daniela: Improving image quality of sparse-view lung tumor CT images with U-Net. European Radiology Experimental 8 (1), 2024 mehr… BibTeX Volltext ( DOI )

ESTI 06.2025
Bergen, Norway		"Estimating Total Lung Volume from Pixel-level Thickness Maps of Chest Radiographs Using Deep Learning"Electronic Poster
ECR 03.2024
Vienna, Austria 		"Improving Image Quality of Sparse-view Lung Cancer CT Images Using Convolutional Neural Networks" Oral presentation
RöKo Digital 2023
Germany 		'Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging'Oral presentation
ECR 03.2023
Vienna, Austria     		"Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging"EPOS
Electronic poster
IMXP 08.2022
Munich, Germany                           		"Optimizing CNNs for Binary Detection of Chronic 
Obstructive Pulmonary Disease in Chest CT Imaging"		Poster Presentation

July 2025 :  Cover image of the Radiology : Artifical Intelligence July's Issue taken from my latest research paper.

 

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