Differentiable Score-Based Likelihoods: Learning CT Motion Compensation From Clean Images

Authors: Thies, Mareike, Maul, Noah, Mei, Siyuan, Pfaff, Laura, Vysotskaya, Nastassia, Gu, Mingxuan, Utz, Jonas, Possart, Dennis, Folle, Lukas, Wagner, Fabian, Maier, Andreas

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2404.14747

Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems

Authors: Packhauser, Kai, Folle, Lukas, Thamm, Florian, Maier, Andreas

Source: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2023 IEEE 20th International Symposium on. :1-5 Apr, 2023

Relation: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)

Deepnapsi: Deep Learning for Nail Psoriasis Prediction

Authors: Folle, Lukas, Fenzl, Pauline, Fagni, Filippo, Thies, Mareike, Christlein, Vincent, Meder, Christine, Sticherling, Michael, Simon, David, Schett, Georg, Maier, Andreas, Kleyer, Arnd

Source: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2023 IEEE 20th International Symposium on. :1-5 Apr, 2023

Relation: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)

Whole-Body Multi-Organ Segmentation Using Anatomical Attention

Authors: Liu, Chang, Denzinger, Felix, Folle, Lukas, Qiu, Jingna, Klein, Laura, Maier, Joscha, Kachelrieb, Marc, Lell, Micheal, Maier, Andreas

Source: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2023 IEEE 20th International Symposium on. :1-5 Apr, 2023

Relation: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)

A gradient-based approach to fast and accurate head motion compensation in cone-beam CT

Authors: Thies, Mareike, Wagner, Fabian, Maul, Noah, Yu, Haijun, Goldmann, Manuela, Schneider, Linda-Sophie, Gu, Mingxuan, Mei, Siyuan, Folle, Lukas, Preuhs, Alexander, Manhart, Michael, Maier, Andreas

Source: in IEEE Transactions on Medical Imaging (2024)

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2401.09283

Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction

Authors: Thies, Mareike, Wagner, Fabian, Maul, Noah, Folle, Lukas, Meier, Manuela, Rohleder, Maximilian, Schneider, Linda-Sophie, Pfaff, Laura, Gu, Mingxuan, Utz, Jonas, Denzinger, Felix, Manhart, Michael, Maier, Andreas

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2212.02177

Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems

Authors: Packhäuser, Kai, Folle, Lukas, Thamm, Florian, Maier, Andreas

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2211.01323

Learned Cone-Beam CT Reconstruction Using Neural Ordinary Differential Equations

Authors: Thies, Mareike, Wagner, Fabian, Gu, Mingxuan, Folle, Lukas, Felsner, Lina, Maier, Andreas

Source: 7th International Conference on Image Formation in X-Ray Computed Tomography, Proc. Vol. 12304 (2022)

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2201.07562

Towards Super-Resolution CEST MRI for Visualization of Small Structures

Authors: Folle, Lukas, Tkotz, Katharian, Gadjimuradov, Fasil, Kapsner, Lorenz, Fabian, Moritz, Bickelhaupt, Sebastian, Simon, David, Kleyer, Arnd, Krönke, Gerhard, Zaiß, Moritz, Nagel, Armin, Maier, Andreas

Source: Proceedings, German Workshop on Medical Image Computing (2022) 210-215

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Physics - Medical Physics

Access URL: http://arxiv.org/abs/2112.01905

Dilated deeply supervised networks for hippocampus segmentation in MRI

Authors: Folle, Lukas, Vesal, Sulaiman, Ravikumar, Nishant, Maier, Andreas

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/1903.09097

Lesion-conditioning of synthetic MRI-derived subtraction-MIPs of the breast using a latent diffusion model.

Authors: Kapsner, Lorenz A.^1,2 (AUTHOR) lorenz.kapsner@uk-erlangen.de, Folle, Lukas³ (AUTHOR), Hadler, Dominique¹ (AUTHOR), Eberle, Jessica¹ (AUTHOR), Balbach, Eva L.¹ (AUTHOR), Liebert, Andrzej¹ (AUTHOR), Ganslandt, Thomas² (AUTHOR), Wenkel, Evelyn⁴ (AUTHOR), Ohlmeyer, Sabine¹ (AUTHOR), Uder, Michael¹ (AUTHOR), Bickelhaupt, Sebastian¹ (AUTHOR)

Source: Scientific Reports. 3/16/2024, Vol. 14 Issue 1, p1-11. 11p.

Subject Terms: *INTER-observer reliability, *BREAST exams, *FEASIBILITY studies, *HUMAN fingerprints, *TEXTBOOKS

Advancement and independent validation of a deep learning-based tool for automated scoring of nail psoriasis severity using the modified nail psoriasis severity index.

Authors: Kemenes, Stephan, Chang, Liu, Schlereth, Maja, Noversa de Sousa, Rita, Minopoulou, Ioanna, Fenzl, Pauline, Corte, Giulia, Yalcin Mutlu, Melek, Höner, Michael Wolfgang, Sagonas, Ioannis, Coppers, Birte, Liphart, Anna-Maria, Simon, David, Kleyer, Arnd, Folle, Lukas, Sticherling, Michael, Schett, Georg, Maier, Andreas, Fagni, Filippo

Source: Frontiers in Medicine; 2025, p1-11, 11p

Improved MRI detection of inflammation-induced changes in bone marrow microstructure in mice: a machine learning-enhanced T2 distribution analysis.

Authors: Brock, Luise, Ben-Atya, Hadas, Tiwari, Ashish, Saab, Dareen, Haj, Narmeen, Folle, Lukas, Saar, Galit, Maier, Andreas, Freiman, Moti, Vandoorne, Katrien

Source: European Radiology Experimental; 3/26/2025, Vol. 9 Issue 1, p1-14, 14p

Subject Terms: MAGNETIC resonance imaging, BONE marrow, IRON ores, BONE marrow diseases, FEMUR

DeepNAPSI multi-reader nail psoriasis prediction using deep learning.

Authors: Folle, Lukas¹ (AUTHOR) lukas.folle@fau.de, Fenzl, Pauline^2,3 (AUTHOR), Fagni, Filippo^2,3 (AUTHOR), Thies, Mareike¹ (AUTHOR), Christlein, Vincent¹ (AUTHOR), Meder, Christine^3,4 (AUTHOR), Simon, David^2,3 (AUTHOR), Minnopoulou, Ioanna^2,3 (AUTHOR), Sticherling, Michael^3,4 (AUTHOR), Schett, Georg^2,3 (AUTHOR), Maier, Andreas¹ (AUTHOR), Kleyer, Arnd^2,3 (AUTHOR)

Source: Scientific Reports. 4/1/2023, Vol. 13 Issue 1, p1-8. 8p.

Subject Terms: *DEEP learning, *FINGERS, *FINGERNAILS, *PEARSON correlation (Statistics), *NAILS (Anatomy), *PSORIATIC arthritis, *PSORIASIS, *CRONBACH'S alpha

Smart forecasting of artifacts in contrast-enhanced breast MRI before contrast agent administration.

Authors: Liebert, Andrzej, Das, Badhan K., Kapsner, Lorenz A., Eberle, Jessica, Skwierawska, Dominika, Folle, Lukas, Schreiter, Hannes, Laun, Frederik B., Ohlmeyer, Sabine, Uder, Michael, Wenkel, Evelyn, Bickelhaupt, Sebastian

Source: European Radiology; Jul2024, Vol. 34 Issue 7, p4752-4763, 12p

Subject Terms: CONTRAST-enhanced magnetic resonance imaging, CONTRAST media, MAGNETIC resonance mammography, BREAST exams, INTRAVENOUS therapy, PLURALITY voting

Detection of femoropopliteal arterial steno-occlusion at MR angiography: initial experience with artificial intelligence.

Authors: Nguyen, Tri-Thien, Folle, Lukas, Bayer, Thomas

Source: European Radiology Experimental; 3/13/2024, Vol. 8 Issue 1, p1-9, 9p

Subject Terms: MAGNETIC resonance angiography, DIGITAL subtraction angiography, ARTIFICIAL intelligence, POPLITEAL artery, RECEIVER operating characteristic curves

Deep learning methods allow fully automated segmentation of metacarpal bones to quantify volumetric bone mineral density.

Authors: Folle, Lukas¹ lukas.folle@fau.de, Meinderink, Timo^2,3, Simon, David^2,3, Liphardt, Anna-Maria^2,3, Krönke, Gerhard^2,3, Schett, Georg^2,3, Kleyer, Arnd^2,3, Maier, Andreas¹

Source: Scientific Reports. 5/6/2021, Vol. 11 Issue 1, p1-9. 9p.

Subject Terms: *DEEP learning, *BONE density, *ARTHRITIS, *COMPUTED tomography, *PREDICTION models

Gradient-based geometry learning for fan-beam CT reconstruction.

Authors: Thies, Mareike, Wagner, Fabian, Maul, Noah, Folle, Lukas, Meier, Manuela, Rohleder, Maximilian, Schneider, Linda-Sophie, Pfaff, Laura, Gu, Mingxuan, Utz, Jonas, Denzinger, Felix, Manhart, Michael, Maier, Andreas

Source: Physics in Medicine & Biology; 10/21/2023, Vol. 68 Issue 20, p1-17, 17p

Subject Terms: IMAGE reconstruction algorithms, COST functions, GEOMETRY, COMPUTED tomography, PROJECTIVE geometry, PROOF of concept

Image quality assessment using deep learning in high b-value diffusion-weighted breast MRI.

Authors: Kapsner, Lorenz A., Balbach, Eva L., Folle, Lukas, Laun, Frederik B., Nagel, Armin M., Liebert, Andrzej, Emons, Julius, Ohlmeyer, Sabine, Uder, Michael, Wenkel, Evelyn, Bickelhaupt, Sebastian

Source: Scientific Reports; 6/29/2023, Vol. 13 Issue 1, p1-13, 13p

Subject Terms: DEEP learning, MACHINE learning, BREAST, BREAST exams, MAGNETIC resonance imaging

Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis.

Authors: Folle, Lukas¹, Bayat, Sara^2,3, Kleyer, Arnd^2,3, Fagni, Filippo^2,3, Kapsner, Lorenz A^4,5, Schlereth, Maja⁶, Meinderink, Timo^2,3, Breininger, Katharina⁶, Tascilar, Koray^2,3, Krönke, Gerhard^2,3, Uder, Michael⁴, Sticherling, Michael^3,7, Bickelhaupt, Sebastian⁴, Schett, Georg^2,3, Maier, Andreas¹, Roemer, Frank^4,8, Simon, David^2,3 david.simon@uk-erlangen.de

Source: Rheumatology. Dec2022, Vol. 61 Issue 12, p4945-4951. 7p.

Subject Terms: *RHEUMATOID arthritis diagnosis, *DIGITAL image processing, *PSORIATIC arthritis, *DEEP learning, *MAGNETIC resonance imaging, *DIFFERENTIAL diagnosis, *COMPARATIVE studies, *RHEUMATOID arthritis, *HAND, *DESCRIPTIVE statistics, *ARTIFICIAL neural networks, *COMPUTER-aided diagnosis, *RECEIVER operating characteristic curves