Lukas Folle

2024

Journal Articles

• Nguyen TT., Folle L., Bayer T.:
  Detection of femoropopliteal arterial steno-occlusion at MR angiography: initial experience with artificial intelligence
  In: European Radiology Experimental 8 (2024), Article No.: 30
  ISSN: 2509-9280
  DOI: 10.1186/s41747-024-00433-5
  BibTeX: Download
• Kapsner L., Folle L., Hadler D., Eberle J., Balbach E., Liebert A., Ganslandt T., Wenkel E., Ohlmeyer S., Uder M., Bickelhaupt S.:
  Lesion-conditioning of synthetic MRI-derived subtraction-MIPs of the breast using a latent diffusion model
  In: Scientific Reports 14 (2024), Article No.: 6391
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-56853-1
  BibTeX: Download
• Thies M., Wagner F., Maul N., Yu H., Goldmann M., Schneider LS., Gu M., Mei S., Folle L., Preuhs A., Manhart M., Maier A.:
  A gradient-based approach to fast and accurate head motion compensation in cone-beam CT
  In: IEEE Transactions on Medical Imaging (2024), p. 1-1
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2024.3474250
  BibTeX: Download

Conference Contributions

• Thies M., Maul N., Mei S., Pfaff L., Vysotskaya N., Gu M., Utz J., Possart D., Folle L., Wagner F., Maier A.:
  Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images
  Medical Image Computing and Computer Assisted Intervention – MICCAI 2024
  In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, Cham: 2024
  DOI: 10.1007/978-3-031-72104-5_25
  BibTeX: Download
• Packhäuser K., Folle L., Nguyen TT., Thamm F., Maier A.:
  Privacy-enhancing Image Sampling for the Synthesis of High-quality Anonymous Chest Radiographs
  German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
  In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
  DOI: 10.1007/978-3-658-44037-4_12
  BibTeX: Download
• Brock L., Ben-Atya H., Saar G., Folle L., Maier A., Vandoorne K., Freiman M.:
  T2 Distribution Analysis of Inflamed Bone Marrow Compartments in MR Images with Quantitative T2-mapping
  2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore, May 4, 2024 - May 9, 2024)
  BibTeX: Download

2023

Journal Articles

• Thies M., Wagner F., Maul N., Folle L., Meier M., Rohleder M., Schneider LS., Pfaff L., Gu M., Utz J., Denzinger F., Manhart M., Maier A.:
  Gradient-based geometry learning for fan-beam CT reconstruction
  In: Physics in Medicine and Biology 68 (2023), Article No.: 205004
  ISSN: 0031-9155
  DOI: 10.1088/1361-6560/acf90e
  URL: https://iopscience.iop.org/article/10.1088/1361-6560/acf90e
  BibTeX: Download
• Minopoulou I., Kleyer A., Yalcin-Mutlu M., Fagni F., Kemenes S., Schmidkonz C., Atzinger A., Pachowsky M., Engel K., Folle L., Roemer F., Waldner M., D’Agostino MA., Schett G., Simon D.:
  Imaging in inflammatory arthritis: progress towards precision medicine
  In: Nature Reviews Rheumatology 19 (2023), p. 650-665
  ISSN: 1759-4790
  DOI: 10.1038/s41584-023-01016-1
  BibTeX: Download
• Folle L., Fenzl P., Fagni F., Thies M., Christlein V., Meder C., Simon D., Minopoulou I., Sticherling M., Schett G., Maier A., Kleyer A.:
  Author Correction: DeepNAPSI multi-reader nail psoriasis prediction using deep learning.
  In: Scientific Reports 13 (2023)
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-37790-x
  BibTeX: Download
• Kapsner L., Balbach E., Folle L., Laun FB., Nagel AM., Liebert A., Emons J., Ohlmeyer S., Uder M., Wenkel E., Bickelhaupt S.:
  Image quality assessment using deep learning in high b-value diffusion-weighted breast MRI.
  In: Scientific Reports 13 (2023)
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-37342-3
  BibTeX: Download
• Liebert A., Das BK., Kapsner L., Eberle J., Skwierawska D., Folle L., Schreiter H., Laun FB., Ohlmeyer S., Uder M., Wenkel E., Bickelhaupt S.:
  Smart forecasting of artifacts in contrast-enhanced breast MRI before contrast agent administration
  In: European Radiology (2023)
  ISSN: 0938-7994
  DOI: 10.1007/s00330-023-10469-7
  BibTeX: Download

Book Contributions

• Folle L., Fenzl P., Fagni F., Thies M., Christlein V., Meder C., Simon D., Minnopoulou I., Sticherling M., Schett G., Maier A., Kleyer A.:
  DeepNAPSI multi-reader nail psoriasis prediction using deep learning
  In: Nature Scientific Reports, 2023, p. 5329
  DOI: 10.1038/s41598-023-32440-8
  BibTeX: Download

Conference Contributions

• Brock L., Ben-Atya H., Saar G., Folle L., Maier A., Freiman M., Vandoorne K.:
  Deep Learning based T2 distribution estimation for bone marrow characterization in inflammation and aging
  European Molecular Imaging Meeting (EMIM) (Salzburg, March 14, 2023 - March 17, 2023)
  Open Access: https://www.eventclass.org/contxt_emim2023/online-program/session?s=PW15#e685
  URL: https://www.eventclass.org/contxt_emim2023/online-program/session?s=PW15#e685
  BibTeX: Download
• Folle L., Fenzl P., Fagni F., Thies M., Christlein V., Meder C., Sticherling M., Simon D., Schett G., Maier A., Kleyer A.:
  Deepnapsi: Deep Learning for Nail Psoriasis Prediction
  20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
  In: Proceedings - International Symposium on Biomedical Imaging 2023
  DOI: 10.1109/ISBI53787.2023.10230472
  BibTeX: Download
• Nguyen TT., Folle L., Bayer T., Maier A.:
  Detection of Arterial Occlusion on Magnetic Resonance Angiography of the Thigh using Deep Learning
  Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
  In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
  DOI: 10.1007/978-3-658-41657-7_60
  BibTeX: Download
• Packhäuser K., Folle L., Thamm F., Maier A.:
  Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems
  2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, Colombia, April 18, 2023 - April 21, 2023)
  In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
  DOI: 10.1109/ISBI53787.2023.10230346
  BibTeX: Download
• Liu C., Denzinger F., Folle L., Qiu J., Klein L., Maier J., Kachelrieb M., Lell M., Maier A.:
  Whole-Body Multi-Organ Segmentation Using Anatomical Attention
  20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, COL, April 18, 2023 - April 21, 2023)
  In: Proceedings - International Symposium on Biomedical Imaging 2023
  DOI: 10.1109/ISBI53787.2023.10230529
  BibTeX: Download

2022

Journal Articles

• Kapsner L., Ohlmeyer S., Folle L., Laun FB., Nagel AM., Liebert A., Schreiter H., Beckmann M., Uder M., Wenkel E., Bickelhaupt S.:
  Automated artifact detection in abbreviated dynamic contrast-enhanced (DCE) MRI-derived maximum intensity projections (MIPs) of the breast
  In: European Radiology (2022)
  ISSN: 0938-7994
  DOI: 10.1007/s00330-022-08626-5
  BibTeX: Download
• Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Schett G., Maier A., Roemer F., Simon D.:
  Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis
  In: Rheumatology (2022)
  ISSN: 1462-0324
  DOI: 10.1093/rheumatology/keac197
  BibTeX: Download
• Folle L., Simon D., Tascilar K., Krönke G., Liphardt AM., Maier A., Schett G., Kleyer A.:
  Deep Learning-Based Classification of Inflammatory Arthritis by Identification of Joint Shape Patterns—How Neural Networks Can Tell Us Where to “Deep Dive” Clinically
  In: Frontiers in Medicine 9 (2022)
  ISSN: 2296-858X
  DOI: 10.3389/fmed.2022.850552
  BibTeX: Download

Book Contributions

• Song H., Liu C., Folle L., Maier A.:
  Multi-organ Segmentation with Partially Annotated Datasets
  In: Bildverarbeitung für die Medizin 2022, Wiesbaden: Springer Vieweg, 2022, p. 216-221
  ISBN: 9783658369316
  DOI: 10.1007/978-3-658-36932-3_46
  BibTeX: Download
• Folle L., Tkotz K., Gadjimuradov F., Kapsner L., Fabian M., Bickelhaupt S., Simon D., Kleyer A., Krönke G., Zaiß M., Nagel AM., Maier A.:
  Towards Super-resolution CEST MRI for Visualization of Small Structures
  In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, ThomasTolxdorff (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: Springer Vieweg, 2022, p. 210-215 (Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26–28, 2022)
  ISBN: 978-3-658-36932-3
  DOI: 10.1007/978-3-658-36932-3_45
  BibTeX: Download

Conference Contributions

• Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Schett G., Maier A., Roemer F., Simon D.:
  Neural Networks for Distinguishing Rheumatoid Arthritis from Psoriatic Arthritis by Using Magnetic Resonance Imaging
  ACR Convergence 2022 (Philadelphia, PA, November 10, 2022 - November 14, 2022)
  In: Arthritis Rheumatol. 2022
  Open Access: https://acrabstracts.org/abstract/neural-networks-for-distinguishing-rheumatoid-arthritis-from-psoriatic-arthritis-by-using-magnetic-resonance-imaging/
  URL: https://acrabstracts.org/abstract/neural-networks-for-distinguishing-rheumatoid-arthritis-from-psoriatic-arthritis-by-using-magnetic-resonance-imaging/
  BibTeX: Download
• Folle L., Meinderink T., Simon D., Liphardt AM., Thies M., Krönke G., Schett G., Kleyer A., Maier A.:
  Automated Bone Density Measurements using Deep Learning
  QMSKI (Nordwijk, June 12, 2022 - June 17, 2022)
  In: Bert van Rietbergen, Harry van Lenthe, Quentin Grimal (ed.): 23 2022
  BibTeX: Download
• Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Maier A., Roemer F., Simon D., Schett G.:
  CLASSIFICATION OF PSORIATIC ARTHRITIS, SERONEGATIVE RHEUMATOID ARTHRITIS, AND SEROPOSITIVE RHEUMATOID ARTHRITIS USING DEEP LEARNING ON MAGNETIC RESONANCE IMAGING
  EULAR Congress (Kopenhagen, June 1, 2022 - June 4, 2022)
  In: Prof Josef Smolen (ed.): Supplement 1 2022
  DOI: 10.1136/annrheumdis-2022-eular.966
  URL: https://ard.bmj.com/content/81/Suppl_1/194.2
  BibTeX: Download
• Thies M., Wagner F., Gu M., Folle L., Felsner L., Maier A.:
  Learned Cone-Beam CT Reconstruction Using Neural Ordinary Differential Equations
  7th International Conference on Image Formation in X-Ray Computed Tomography (Baltimore, June 12, 2022 - June 16, 2022)
  In: Proceedings Volume 12304, 7th International Conference on Image Formation in X-Ray Computed Tomography; 1230409 (2022) 2022
  DOI: 10.1117/12.2646442
  BibTeX: Download
• Folle L., Tkotz K., Liebert A., Gadjimuradov F., Kapsner L., Fabian M., Bickelhaupt S., Simon D., Kleyer A., Krönke G., Roemer F., Zaiß M., Nagel AM., Maier A.:
  Super-Resolution for CEST MRI
  Joint annual meeting ISMRM-ESMRMB ISMRT (London, England, May 7, 2022 - May 12, 2022)
  URL: https://submissions.mirasmart.com/ISMRM2022/itinerary/PresentationDetail.aspx?evdid=3032
  BibTeX: Download

2021

Journal Articles

• Folle L., Meinderink T., Simon D., Liphardt AM., Krönke G., Schett G., Kleyer A., Maier A.:
  Deep learning methods allow fully automated segmentation of metacarpal bones to quantify volumetric bone mineral density
  In: Scientific Reports 11 (2021), p. 9697
  ISSN: 2045-2322
  DOI: 10.1038/s41598-021-89111-9
  BibTeX: Download

Conference Contributions

• Folle L., Liu C., Simon D., Meinderink T., Liphardt AM., Krönke G., Schett G., Maier A., Kleyer A.:
  Differential diagnosis of RA and PsA using neural networks on 3D bone shape of finger joints
  EULAR 2021 Congress (Paris, June 2, 2021 - June 5, 2021)
  In: Annals of the Rheumatic Diseases 2021 2021
  DOI: 10.1136/annrheumdis-2021-eular.383
  URL: https://ard.bmj.com/content/80/Suppl_1/86
  BibTeX: Download

2019

Conference Contributions

• Folle L., Vesal S., Ravikumar N., Maier A.:
  Dilated deeply supervised networks for hippocampus segmentation in MRI
  Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
  In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
  DOI: 10.1007/978-3-658-25326-4_18
  BibTeX: Download