Deep learning based HPV status prediction for oropharyngeal cancer patients DM Lang, JC Peeken, SE Combs, JJ Wilkens, S Bartzsch Cancers 13 (4), 786, 2021 | 35 | 2021 |
Sum rule improved double parton distributions in position space M Diehl, JR Gaunt, DM Lang, P Ploessl, A Schäfer The European Physical Journal C 80, 1-19, 2020 | 22 | 2020 |
Deep learning based GTV delineation and progression free survival risk score prediction for head and neck cancer patients DM Lang, JC Peeken, SE Combs, JJ Wilkens, S Bartzsch 3D Head and Neck Tumor Segmentation in PET/CT Challenge, 150-159, 2021 | 8 | 2021 |
Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion Models R Osuala, D Lang, P Verma, S Joshi, A Tsirikoglou, G Skorupko, ... arXiv preprint arXiv:2403.13890, 2024 | 3 | 2024 |
Multispectral 3D Masked Autoencoders for Anomaly Detection in Non-Contrast Enhanced Breast MRI DM Lang, E Schwartz, CI Bercea, R Giryes, JA Schnabel MICCAI Workshop on Cancer Prevention through Early Detection, 55-67, 2023 | 3* | 2023 |
Mask the Unknown: Assessing Different Strategies to Handle Weak Annotations in the MICCAI2023 Mediastinal Lymph Node Quantification Challenge SM Fischer, J Kiechle, DM Lang, JC Peeken, JA Schnabel Machine Learning for Biomedical Imaging 2 (MICCAI 2023 LNQ challenge special …, 2024 | 2 | 2024 |
A Video Data Based Transfer Learning Approach for Classification of MGMT Status in Brain Tumor MR Images DM Lang, JC Peeken, SE Combs, JJ Wilkens, S Bartzsch International MICCAI Brainlesion Workshop, 306-314, 2021 | 2 | 2021 |
Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data R Osuala, DM Lang, A Riess, G Kaissis, Z Szafranowska, G Skorupko, ... arXiv preprint arXiv:2407.12669, 2024 | 1 | 2024 |
Risk Score Classification of Renal Masses on CT Imaging Data Using a Convolutional Neural Network DM Lang, JC Peeken, SE Combs, JJ Wilkens, S Bartzsch 2022 IEEE International Symposium on Biomedical Imaging Challenges (ISBIC), 1-4, 2022 | 1 | 2022 |
Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification? J Kiechle, DM Lang, SM Fischer, L Felsner, JC Peeken, JA Schnabel arXiv preprint arXiv:2407.17219, 2024 | | 2024 |
MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI MB Alaya, DM Lang, B Wiestler, JA Schnabel, CI Bercea arXiv preprint arXiv:2407.15270, 2024 | | 2024 |
Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks SM Fischer, L Felsner, R Osuala, J Kiechle, DM Lang, JC Peeken, ... arXiv preprint arXiv:2407.07853, 2024 | | 2024 |
Non-Parametric Neighborhood Test-Time Generalization: Application to Medical Image Classification S Ambekar, JA Schnabel, DM Lang MICCAI Student Board EMERGE Workshop: Empowering MEdical image computing …, 2024 | | 2024 |