Temperature responses of roots: impact on growth, root system architecture and implications for phenotyping KA Nagel, B Kastenholz, S Jahnke, D Van Dusschoten, T Aach, ... Functional Plant Biology 36 (11), 947-959, 2009 | 279 | 2009 |
Radiomic versus convolutional neural networks analysis for classification of contrast-enhancing lesions at multiparametric breast MRI D Truhn, S Schrading, C Haarburger, H Schneider, D Merhof, C Kuhl Radiology 290 (2), 290-297, 2019 | 215 | 2019 |
MedAlpaca--an open-source collection of medical conversational AI models and training data T Han, LC Adams, JM Papaioannou, P Grundmann, T Oberhauser, ... arXiv preprint arXiv:2304.08247, 2023 | 129 | 2023 |
Swarm learning for decentralized artificial intelligence in cancer histopathology OL Saldanha, P Quirke, NP West, JA James, MB Loughrey, HI Grabsch, ... Nature medicine 28 (6), 1232-1239, 2022 | 118 | 2022 |
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology NG Laleh, HS Muti, CML Loeffler, A Echle, OL Saldanha, F Mahmood, ... Medical image analysis 79, 102474, 2022 | 102 | 2022 |
Leveraging GPT-4 for post hoc transformation of free-text radiology reports into structured reporting: a multilingual feasibility study LC Adams, D Truhn, F Busch, A Kader, SM Niehues, MR Makowski, ... Radiology 307 (4), e230725, 2023 | 99 | 2023 |
Radiomics feature reproducibility under inter-rater variability in segmentations of CT images C Haarburger, G Müller-Franzes, L Weninger, C Kuhl, D Truhn, D Merhof Scientific reports 10 (1), 12688, 2020 | 92 | 2020 |
A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis G Müller-Franzes, JM Niehues, F Khader, ST Arasteh, C Haarburger, ... Scientific Reports 13 (1), 12098, 2023 | 82 | 2023 |
Weakly supervised annotation‐free cancer detection and prediction of genotype in routine histopathology PL Schrammen, N Ghaffari Laleh, A Echle, D Truhn, V Schulz, TJ Brinker, ... The Journal of pathology 256 (1), 50-60, 2022 | 64 | 2022 |
Denoising diffusion probabilistic models for 3D medical image generation F Khader, G Müller-Franzes, S Tayebi Arasteh, T Han, C Haarburger, ... Scientific Reports 13 (1), 7303, 2023 | 53 | 2023 |
Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study SJ Wagner, D Reisenbüchler, NP West, JM Niehues, J Zhu, S Foersch, ... Cancer Cell 41 (9), 1650-1661. e4, 2023 | 52 | 2023 |
Adversarial attacks and adversarial robustness in computational pathology N Ghaffari Laleh, D Truhn, GP Veldhuizen, T Han, M van Treeck, ... Nature communications 13 (1), 5711, 2022 | 51 | 2022 |
Ex vivo quantitative multiparametric MRI mapping of human meniscus degeneration S Nebelung, M Tingart, T Pufe, C Kuhl, H Jahr, D Truhn Skeletal radiology 45, 1649-1660, 2016 | 51 | 2016 |
Automated analysis of alignment in long-leg radiographs by using a fully automated support system based on artificial intelligence J Schock, D Truhn, DB Abrar, D Merhof, S Conrad, M Post, F Mittelstrass, ... Radiology: Artificial Intelligence 3 (2), e200198, 2020 | 45 | 2020 |
Breaking medical data sharing boundaries by using synthesized radiographs T Han, S Nebelung, C Haarburger, N Horst, S Reinartz, D Merhof, ... Science advances 6 (49), eabb7973, 2020 | 45 | 2020 |
Quantitative OCT and MRI biomarkers for the differentiation of cartilage degeneration S Nebelung, N Brill, M Tingart, T Pufe, C Kuhl, H Jahr, D Truhn Skeletal radiology 45, 505-516, 2016 | 45 | 2016 |
Functional MR imaging mapping of human articular cartilage response to loading S Nebelung, B Sondern, S Oehrl, M Tingart, B Rath, T Pufe, S Raith, ... Radiology 282 (2), 464-474, 2017 | 44 | 2017 |
Medical domain knowledge in domain-agnostic generative AI JN Kather, N Ghaffari Laleh, S Foersch, D Truhn NPJ digital medicine 5 (1), 90, 2022 | 41 | 2022 |
Medical diffusion: Denoising diffusion probabilistic models for 3d medical image generation F Khader, G Mueller-Franzes, ST Arasteh, T Han, C Haarburger, ... arXiv preprint arXiv:2211.03364, 2022 | 39 | 2022 |
Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study JM Niehues, P Quirke, NP West, HI Grabsch, M van Treeck, Y Schirris, ... Cell reports Medicine 4 (4), 2023 | 34 | 2023 |