Al Mohamad, Fares;Donle, Leonhard;Dorfner, Felix;Romanescu, Laura;Drechsler, Kristin;Wattjes, Mike P;Nawabi, Jawed;Makowski, Marcus R;Häntze, Hartmut;Adams, Lisa;Xu, Lina;Busch, Felix;Meddeb, Aymen;Bressem, Keno Kyrill
Open-source Large Language Models can Generate Labels from Radiology Reports for Training Convolutional Neural Networks.
Acad Radiol
2025

Kraus, Kim Melanie;Bauer, Caroline;Steinhelfer, Lisa;Feuerecker, Benedikt;Martins, Juliana Cristina;Fischer, Julius Clemens;Borm, Kai Joachim;Peeken, Jan Caspar;Bernhardt, Denise;Combs, Stephanie Elisabeth
Pneumonitis after normofractionated radioimmunotherapy: a method for dosimetric evaluation.
Radiat Oncol
2024
19
1

Dorfner, Felix J;Vahldiek, Janis L;Donle, Leonhard;Zhukov, Andrei;Xu, Lina;Häntze, Hartmut;Makowski, Marcus R;Aerts, Hugo J W L;Proft, Fabian;Rios Rodriguez, Valeria;Rademacher, Judith;Protopopov, Mikhail;Haibel, Hildrun;Hermann, Kay-Geert;Diekhoff, Torsten;Adams, Lisa C;Torgutalp, Murat;Poddubnyy, Denis;Bressem, Keno K
Anatomy-centred deep learning improves generalisability and progression prediction in radiographic sacroiliitis detection.
RMD Open
2024
10
4

Schick, Rafael C;Bast, Henriette;Frank, Manuela;Urban, Theresa;Koehler, Thomas;Gassert, Florian T;Sauter, Andreas P;Renger, Bernhard;Fingerle, Alexander A;Karrer, Alexandra;Makowski, Marcus R;Pfeiffer, Daniela;Pfeiffer, Franz
Simulated low-dose dark-field radiography for detection of COVID-19 pneumonia.
PLoS ONE
2024
19
12

Eck, Brendan L;Gaj, Sibaji;Lartey, Richard;Li, Mei;Kim, Jeehun;Winalski, Carl S;Zaylor, William;Xie, Dongxing;Tilve, Ria;Harkins, Kevin D;Damon, Bruce M;Huston, Laura J;Altahawi, Faysal;Obuchowski, Nancy A;Zhong, Xiaodong;Liu, Kecheng;Friel, Harry;Karampinos, Dimitrios C;Knopp, Michael V;Jones, Morgan H;Spindler, Kurt P;Li, Xiaojuan
Reproducibility of proton density fat fraction assessment of thigh muscle in a multi-site, multi-vendor cohort study at 10 years after anterior cruciate ligament reconstruction.
Quant Imaging Med Surg
2024
14
12
8099-8118

Dorosti, 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.
Comput Biol Med
2024
185

Dorosti, 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
2025
185
109533

Schick, Rafael C.;Bast, Henriette;Frank, Manuela;Urban, Theresa;Koehler, Thomas;Gassert, Florian T.;Sauter, Andreas P.;Renger, Bernhard;Fingerle, Alexander A.;Karrer, Alexandra;Makowski, Marcus R.;Pfeiffer, Daniela;Pfeiffer, Franz
Simulated low-dose dark-field radiography for detection of COVID-19 pneumonia
PLOS ONE
2024
19
12
e0316104

Buelo, Collin J;Velikina, Julia;Mao, Lu;Zhao, Ruiyang;Yuan, Qing;Ghasabeh, Mounes Aliyari;Ruschke, Stefan;Karampinos, Dimitrios C;Harris, David T;Mattison, Ryan J;Jeng, Michael R;Pedrosa, Ivan;Kamel, Ihab R;Vasanawala, Shreyas;Yokoo, Takeshi;Reeder, Scott B;Hernando, Diego
Multicenter, multivendor validation of liver quantitative susceptibility mapping in patients with iron overload at 1.5 T and 3 T.
Magn Reson Med
2025
93
1
330-340

Ziegelmayer, Sebastian;Van, Anh Tu;Weiss, Kilian;Marka, Alexander W;Lemke, Tristan;Scheuerer, Florian;Huber, Thomas;Sauter, Andreas;Robison, Ryan;Gawlitza, Joshua;Makowski, Marcus R;Karampinos, Dimitrios C;Graf, Markus
Leveraging Phase Information of 3D Isotropic Ultrashort Echo Time Pulmonary MRI for the Detection of Thoracic Lymphadenopathy: Toward an All-in-One Scan Solution.
Invest Radiol
2024