Search Results

Reconstructing and analyzing the invariances of low-dose CT image denoising networks by Eulig, Elias (Author) , Jäger, Fabian (Author) , Maier, Joscha (Author) , Ommer, Björn (Author) , Kachelrieß, Marc (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

Benchmarking tree species classification from proximally sensed laser scanning data: Introducing the FOR-species20K dataset by Puliti, Stefano (Author) , Lines, Emily R. (Author) , Müllerová, Jana (Author) , Frey, Julian (Author) , Schindler, Zoe (Author) , Straker, Adrian (Author) , Allen, Matthew J. (Author) , Winiwarter, Lukas (Author) , Rehush, Nataliia (Author) , Hristova, Hristina (Author) , Murray, Brent (Author) , Calders, Kim (Author) , Coops, Nicholas (Author) , Höfle, Bernhard (Author) , Irwin, Liam (Author) , Junttila, Samuli (Author) , Krůček, Martin (Author) , Krok, Grzegorz (Author) , Král, Kamil (Author) , Levick, Shaun R. (Author) , Luck, Linda (Author) , Missarov, Azim (Author) , Mokroš, Martin (Author) , Owen, Harry J. F. (Author) , Stereńczak, Krzysztof (Author) , Pitkänen, Timo P. (Author) , Puletti, Nicola (Author) , Saarinen, Ninni (Author) , Hopkinson, Chris (Author) , Terryn, Louise (Author) , Torresan, Chiara (Author) , Tomelleri, Enrico (Author) , Weiser, Hannah (Author) , Astrup, Rasmus (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

Latent space reconstruction for missing data problems in CT by Kabelac, Anton (Author) , Eulig, Elias (Author) , Maier, Joscha (Author) , Hammermann, Maximilian (Author) , Knaup, Michael (Author) , Kachelrieß, Marc (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

Deep learning-based cone-beam CT motion compensation with single-view temporal resolution by Maier, Joscha (Author) , Sawall, Stefan (Author) , Arheit, Marcel (Author) , Paysan, Pascal (Author) , Kachelrieß, Marc (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

Deep learning-based detection of reticular pseudodrusen in age-related macular degeneration by Kumar, Himeesh (Author) , Bagdasarova, Yelena (Author) , Song, Scott (Author) , Hickey, Doron G. (Author) , Cohn, Amy C. (Author) , Okada, Mali (Author) , Finger, Robert P. (Author) , Terheyden, Jan H. (Author) , Hogg, Ruth E. (Author) , Gabrielle, Pierre-Henry (Author) , Arnould, Louis (Author) , Jannaud, Maxime (Author) , Hadoux, Xavier (Author) , van Wijngaarden, Peter (Author) , Abbott, Carla J. (Author) , Hodgson, Lauren A. B. (Author) , Schwartz, Roy (Author) , Tufail, Adnan (Author) , Chew, Emily Y. (Author) , Lee, Cecilia S. (Author) , Fletcher, Erica L. (Author) , Bahlo, Melanie (Author) , Ansell, Brendan R. E. (Author) , Pébay, Alice (Author) , Guymer, Robyn H. (Author) , Lee, Aaron Y. (Author) , Wu, Zhichao (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

Reducing windmill artifacts in clinical spiral CT using a deep learning-based projection raw data upsampling: method and robustness evaluation by Magonov, Jan (Author) , Maier, Joscha (Author) , Erath, Julien (Author) , Sunnegårdh, Johan (Author) , Fournié, Eric (Author) , Stierstorfer, Karl (Author) , Kachelrieß, Marc (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

A generalizable deep voxel-guided morphometry algorithm for the detection of subtle lesion dynamics in multiple sclerosis by Raj, Anish (Author) , Gass, Achim (Author) , Eisele, Philipp (Author) , Dabringhaus, Andreas (Author) , Kraemer, Matthias (Author) , Zöllner, Frank G. (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

Training of a deep learning based digital subtraction angiography method using synthetic data by Duan, Lizhen (Author) , Eulig, Elias (Author) , Knaup, Michael (Author) , Adamus, Ralf (Author) , Lell, Michael (Author) , Kachelrieß, Marc (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

A systematic review of deep learning-based spinal bone lesion detection in medical images by Teodorescu, Bianca (Author) , Gilberg, Leonard (Author) , Melton, Philip William (Author) , Hehr, Rudolph Matthias (Author) , Guzel, Hamza Eren (Author) , Koc, Ali Murat (Author) , Baumgart, André (Author) , Maerkisch, Leander (Author) , Ataide, Elmer Jeto Gomes (Author) ,

• Verlag, lizenzpflichtig, Volltext
• Verlag, lizenzpflichtig, Volltext

Deep learning histology for prediction of lymph node metastases and tumor regression after neoadjuvant FLOT therapy of gastroesophageal adenocarcinoma by Jung, Jin-On (Author) , Pisula, Juan I. (Author) , Beyerlein, Xenia (Author) , Lukomski, Leandra (Author) , Knipper, Karl (Author) , Abu Hejleh, Aram P. (Author) , Fuchs, Hans F. (Author) , Tolkach, Yuri (Author) , Chon, Seung-Hun (Author) , Nienhüser, Henrik (Author) , Büchler, Markus W. (Author) , Bruns, Christiane J. (Author) , Quaas, Alexander (Author) , Bozek, Katarzyna (Author) , Popp, Felix (Author) , Schmidt, Thomas (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning by Hekler, Achim (Author) , Maron, Roman C. (Author) , Haggenmüller, Sarah (Author) , Schmitt, Max (Author) , Wies, Christoph (Author) , Utikal, Jochen (Author) , Meier, Friedegund (Author) , Hobelsberger, Sarah (Author) , Gellrich, Frank F. (Author) , Sergon, Mildred (Author) , Hauschild, Axel (Author) , French, Lars E. (Author) , Heinzerling, Lucie (Author) , Schlager, Justin G. (Author) , Ghoreschi, Kamran (Author) , Schlaak, Max (Author) , Hilke, Franz J. (Author) , Poch, Gabriela (Author) , Korsing, Sören (Author) , Berking, Carola (Author) , Heppt, Markus V. (Author) , Erdmann, Michael (Author) , Haferkamp, Sebastian (Author) , Drexler, Konstantin (Author) , Schadendorf, Dirk (Author) , Sondermann, Wiebke (Author) , Goebeler, Matthias (Author) , Schilling, Bastian (Author) , Kather, Jakob Nikolas (Author) , Krieghoff-Henning, Eva (Author) , Brinker, Titus Josef (Author) ,

• Verlag, lizenzpflichtig, Volltext
• Verlag, lizenzpflichtig, Volltext

Benchmarking deep learning-based low-dose CT image denoising algorithms by Eulig, Elias (Author) , Ommer, Björn (Author) , Kachelrieß, Marc (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

CNN-based transfer learning for forest aboveground biomass prediction from ALS point cloud tomography by Schäfer, Jannika (Author) , Winiwarter, Lukas (Author) , Weiser, Hannah (Author) , Höfle, Bernhard (Author) , Schmidtlein, Sebastian (Author) , Novotný, Jan (Author) , Krok, Grzegorz (Author) , Stereńczak, Krzysztof (Author) , Hollaus, Markus (Author) , Fassnacht, Fabian Ewald (Author) ,

• Verlag, kostenfrei, Volltext

A physics-informed deep learning framework for dynamic susceptibility contrast perfusion MRI by Rotkopf, Lukas Thomas (Author) , Ziener, Christian H. (Author) , von Knebel-Doeberitz, Nikolaus (Author) , Wolf, Sabine D. (Author) , Hohmann, Anja (Author) , Wick, Wolfgang (Author) , Bendszus, Martin (Author) , Schlemmer, Heinz-Peter (Author) , Paech, Daniel (Author) , Kurz, Felix T. (Author) ,

• Verlag, lizenzpflichtig, Volltext
• Verlag, lizenzpflichtig, Volltext

Self-supervised and zero-shot learning in multi-modal Raman light sheet microscopy by Kumari, Pooja (Author) , Kern, Johann (Author) , Rädle, Matthias (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

Reconstruction of patient-specific confounders in AI-based radiologic image interpretation using generative pretraining by Han, Tianyu (Author) , Žigutytė, Laura (Author) , Huck, Luisa (Author) , Huppertz, Marc Sebastian (Author) , Siepmann, Robert (Author) , Gandelsman, Yossi (Author) , Blüthgen, Christian (Author) , Khader, Firas (Author) , Kuhl, Christiane (Author) , Nebelung, Sven (Author) , Kather, Jakob Nikolas (Author) , Truhn, Daniel (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

Advanced imaging integration: multi-modal raman light sheet microscopy combined with zero-shot learning for denoising and super-resolution by Kumari, Pooja (Author) , Keck, Shaun (Author) , Sohn, Emma (Author) , Kern, Johann (Author) , Raedle, Matthias (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

WaveletDFDS-net: a dual forward denoising stream network for low-dose CT noise reduction by Zhou, Yusheng (Author) , Kong, Zhengmin (Author) , Huang, Tao (Author) , Ahn, Euijoon (Author) , Li, Hao (Author) , Ding, Li (Author) ,

• Verlag, kostenfrei, Volltext
• Verlag, kostenfrei, Volltext

Automated lung segmentation on chest MRI in children with cystic fibrosis by Ringwald, Friedemann (Author) , Wucherpfennig, Lena (Author) , Hagen, Niclas (Author) , Mücke, Jonas (Author) , Kaletta, Sebastian (Author) , Eichinger, Monika (Author) , Stahl, Mirjam (Author) , Triphan, Simon M. F. (Author) , Leutz-Schmidt, Patricia (Author) , Gestewitz, Sonja (Author) , Graeber, Simon Y. (Author) , Kauczor, Hans-Ulrich (Author) , Alrajab, Abdulsattar (Author) , Schenk, Jens-Peter (Author) , Sommerburg, Olaf (Author) , Mall, Marcus A. (Author) , Knaup-Gregori, Petra (Author) , Wielpütz, Mark Oliver (Author) , Eisenmann, Urs (Author) ,

• Verlag, lizenzpflichtig, Volltext
• Verlag, lizenzpflichtig, Volltext

MR-class: a python tool for brain MR image classification utilizing one-vs-All DCNNs to deal with the open-set recognition problem by Salome, Patrick (Author) , Sforazzini, Francesco (Author) , Brugnara, Gianluca (Author) , Kudak, Andreas (Author) , Dostal, Matthias (Author) , Herold-Mende, Christel (Author) , Heiland, Sabine (Author) , Debus, Jürgen (Author) , Abdollahi, Amir (Author) , Knoll, Maximilian (Author) ,

• Verlag, lizenzpflichtig, Volltext
• Verlag, lizenzpflichtig, Volltext