Unifying Local and Global Shape Descriptors to Grade Soft-Tissue Sarcomas Using Graph Convolutional Networks

Authors: Kiechle, Johannes, Fischer, Stefan M., Lang, Daniel M., Di Folco, Maxime, Foreman, Sarah C., Rosner, Verena K. N., Lohse, Ann-Kathrin, Mogler, Carolin, Knebel, Carolin, Makowski, Marcus R., Woertler, Klaus, Combs, Stephanie E., Gersing, Alexandra S., Peeken, Jan C., Schnabel, Julia A.

Source: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data

Authors: Dorfner, Felix J., Dada, Amin, Busch, Felix, Makowski, Marcus R., Han, Tianyu, Truhn, Daniel, Kleesiek, Jens, Sushil, Madhumita, Lammert, Jacqueline, Adams, Lisa C., Bressem, Keno K.

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2408.13833

Influence of Medical Foreign Bodies on Dark-Field Chest Radiographs: First experiences

Authors: Kaster, Lennard, Klein, Henriette, Marka, Alexander W., Urban, Theresa, Karl, Sandra, Gassert, Florian T., Steinhelfer, Lisa, Makowski, Marcus R., Pfeiffer, Daniela, Pfeiffer, Franz

Subject Terms: Physics - Medical Physics, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2408.10855

Incorporating Anatomical Awareness for Enhanced Generalizability and Progression Prediction in Deep Learning-Based Radiographic Sacroiliitis Detection

Authors: Dorfner, Felix J., Vahldiek, Janis L., Donle, Leonhard, Zhukov, Andrei, Xu, Lina, Häntze, Hartmut, Makowski, Marcus R., Aerts, Hugo J. W. L., Proft, Fabian, Rodriguez, Valeria Rios, Rademacher, Judith, Protopopov, Mikhail, Haibel, Hildrun, Diekhoff, Torsten, Torgutalp, Murat, Adams, Lisa C., Poddubnyy, Denis, Bressem, Keno K.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2405.07369

MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CT

Authors: Häntze, Hartmut, Xu, Lina, Mertens, Christian J., Dorfner, Felix J., Donle, Leonhard, Busch, Felix, Kader, Avan, Ziegelmayer, Sebastian, Bayerl, Nadine, Navab, Nassir, Rueckert, Daniel, Schnabel, Julia, Aerts, Hugo JWL, Truhn, Daniel, Bamberg, Fabian, Weiß, Jakob, Schlett, Christopher L., Ringhof, Steffen, Niendorf, Thoralf, Pischon, Tobias, Kauczor, Hans-Ulrich, Nonnenmacher, Tobias, Kröncke, Thomas, Völzke, Henry, Schulz-Menger, Jeanette, Maier-Hein, Klaus, Prokop, Mathias, van Ginneken, Bram, Hering, Alessa, Makowski, Marcus R., Adams, Lisa C., Bressem, Keno K.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, J.3

Access URL: http://arxiv.org/abs/2405.06463

MEDBERT.de: A Comprehensive German BERT Model for the Medical Domain

Authors: Bressem, Keno K., Papaioannou, Jens-Michalis, Grundmann, Paul, Borchert, Florian, Adams, Lisa C., Liu, Leonhard, Busch, Felix, Xu, Lina, Loyen, Jan P., Niehues, Stefan M., Augustin, Moritz, Grosser, Lennart, Makowski, Marcus R., Aerts, Hugo JWL., Löser, Alexander

Source: Expert Systems with Applications 2024;237(21):121598

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2303.08179

Large Language Models for Simplified Interventional Radiology Reports: A Comparative Analysis

Authors: Can, Elif ^{a, ⁎}, Uller, Wibke ^a, Vogt, Katharina ^a, Doppler, Michael C. ^a, Busch, Felix ^b, Bayerl, Nadine ^c, Ellmann, Stephan ^c, Kader, Avan ^b, Elkilany, Aboelyazid ^d, Makowski, Marcus R. ^b, Bressem, Keno K. ^{b, 1}, Adams, Lisa C. ^{b, 1}

Source: In Academic Radiology February 2025 32(2):888-898

Multilingual feasibility of GPT-4o for automated Voice-to-Text CT and MRI report transcription

Authors: Busch, Felix, Prucker, Philipp, Komenda, Alexander, Ziegelmayer, Sebastian, Makowski, Marcus R, Bressem, Keno K, Adams, Lisa C

Source: In European Journal of Radiology January 2025 182

What Does DALL-E 2 Know About Radiology?

Authors: Adams, Lisa C., Busch, Felix, Truhn, Daniel, Makowski, Marcus R., Aerts, Hugo JWL., Bressem, Keno K.

Source: J Med Internet Res 2023;25:e43110

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

Access URL: http://arxiv.org/abs/2209.13696

Investigation of hepatic inflammation via viscoelasticity at low and high mechanical frequencies - A magnetic resonance elastography study

Authors: Bayerl, Christian, Safraou, Yasmine, Reiter, Rolf, Proß, Vanessa, Lehmann, Kai, Kühl, Anja A., Shahryari, Mehrgan, Hamm, Bernd, Sack, Ingolf, Makowski, Marcus R., Braun, Jürgen, Asbach, Patrick

Source: In Journal of the Mechanical Behavior of Biomedical Materials December 2024 160

Evaluation of Conventional MR Imaging of the Shoulder in the Diagnosis of Lesions of the Biceps Pulley

Authors: Ebrahimi Ardjomand, Saba, Meurer, Felix, Ehmann, Yannick, Pogorzelski, Jonas, Waschulzik, Birgit, Makowski, Marcus R., Siebenlist, Sebastian, Heuck, Andreas, Woertler, Klaus, Neumann, Jan

Source: In Academic Radiology August 2024 31(8):3327-3335

Sensitivity of magnetic resonance elastography to extracellular matrix and cell motility in human prostate cancer cell line-derived xenograft models

Authors: Kader, Avan, Snellings, Joachim, Adams, Lisa C., Gottheil, Pablo, Mangarova, Dilyana B., Heyl, Jennifer L., Kaufmann, Jan O., Moeckel, Jana, Brangsch, Julia, Auer, Timo A., Collettini, Federico, Sauer, Frank, Hamm, Bernd, Käs, Josef, Sack, Ingolf, Makowski, Marcus R., Braun, Jürgen

Source: In Biomaterials Advances July 2024 161

Tracked 3D Ultrasound and Deep Neural Network-based Thyroid Segmentation reduce Interobserver Variability in Thyroid Volumetry

Authors: Krönke, Markus, Eilers, Christine, Dimova, Desislava, Köhler, Melanie, Buschner, Gabriel, Mirzojan, Lilit, Konstantinidou, Lemonia, Makowski, Marcus R., Nagarajah, James, Navab, Nassir, Weber, Wolfgang, Wendler, Thomas

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2108.10118

NeuralDP Differentially private neural networks by design

Authors: Knolle, Moritz, Usynin, Dmitrii, Ziller, Alexander, Makowski, Marcus R., Rueckert, Daniel, Kaissis, Georgios

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2107.14582

U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction

Authors: Keicher, Matthias, Burwinkel, Hendrik, Bani-Harouni, David, Paschali, Magdalini, Czempiel, Tobias, Burian, Egon, Makowski, Marcus R., Braren, Rickmer, Navab, Nassir, Wendler, Thomas

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

Access URL: http://arxiv.org/abs/2108.00860

Differentially private training of neural networks with Langevin dynamics for calibrated predictive uncertainty

Authors: Knolle, Moritz, Ziller, Alexander, Usynin, Dmitrii, Braren, Rickmer, Makowski, Marcus R., Rueckert, Daniel, Kaissis, Georgios

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2107.04296

3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware

Authors: Bressem, Keno K., Niehues, Stefan M., Hamm, Bernd, Makowski, Marcus R., Vahldiek, Janis L., Adams, Lisa C.

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/2101.09976

Robust breast quantitative susceptibility mapping in the presence of silicone

Authors: Böhm, Christof, Stelter, Jonathan K., Weiss, Kilian, Meineke, Jakob, Komenda, Alexander, Borde, Tabea, Makowski, Marcus R., Fallenberg, Eva M., Karampinos, Dimitrios C.

Source: Magnetic resonance in medicine. 90(3):1209-1218

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100186252994.0x000001&indx=1&recIds=ETOCvdc_100186252994.0x000001

On the water–fat in‐phase assumption for quantitative susceptibility mapping

Authors: Boehm, Christof, Schlaeger, Sarah, Meineke, Jakob, Weiss, Kilian, Makowski, Marcus R., Karampinos, Dimitrios C.

Source: Magnetic resonance in medicine. 89(3):1068-1082

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100182094156.0x000001&indx=1&recIds=ETOCvdc_100182094156.0x000001

Motion compensated renal diffusion weighted imaging

Authors: McTavish, Sean, Van, Anh T., Peeters, Johannes M., Weiss, Kilian, Makowski, Marcus R., Braren, Rickmer F., Karampinos, Dimitrios C.

Source: Magnetic resonance in medicine. 89(1):144-160

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100170846738.0x000001&indx=1&recIds=ETOCvdc_100170846738.0x000001