| Benchmarking ChatGPT-4 on a radiation oncology in-training exam and Red Journal Gray Zone cases: potentials and challenges for ai-assisted medical education and decision making … Y Huang, A Gomaa, S Semrau, M Haderlein, S Lettmaier, T Weissmann, ... Frontiers in Oncology 13, 1265024, 2023 | 49* | 2023 |
| The Segment Anything foundation model achieves favorable brain tumor autosegmentation accuracy on MRI to support radiotherapy treatment planning F Putz, J Grigo, T Weissmann, P Schubert, D Hoefler, A Gomaa, ... arXiv preprint arXiv:2304.07875, 2023 | 21 | 2023 |
| Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding A Hagag, A Gomaa, D Kornek, A Maier, R Fietkau, C Bert, F Putz, ... arXiv preprint arXiv:2306.14596, 2023 | 4 | 2023 |
| Principles of artificial intelligence in radiooncology Y Huang, A Gomaa, D Höfler, P Schubert, U Gaipl, B Frey, R Fietkau, ... Strahlentherapie und Onkologie, 1-26, 2024 | 1 | 2024 |
| Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation Y Huang, Z Khodabakhshi, A Gomaa, M Schmidt, R Fietkau, ... arXiv preprint arXiv:2405.10870, 2024 | 1 | 2024 |
| A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Y Huang, C Bert, A Gomaa, R Fietkau, A Maier, F Putz arXiv preprint arXiv:2309.17192, 2023 | 1 | 2023 |
| Supervised Contrastive Learning for Robust and Efficient Multi-modal Emotion and Sentiment Analysis A Gomaa, A Maier, R Kosti 2022 26th International Conference on Pattern Recognition (ICPR), 2423-2429, 2022 | 1 | 2022 |
| Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data Y Huang, F Fan, A Gomaa, A Maier, R Fietkau, C Bert, F Putz arXiv preprint arXiv:2409.08800, 2024 | | 2024 |
| Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology Y Hou, C Bert, A Gomaa, G Lahmer, D Hoefler, T Weissmann, R Voigt, ... arXiv preprint arXiv:2408.10715, 2024 | | 2024 |
| An experimental survey of incremental transfer learning for multicenter collaboration Y Huang, C Bert, A Gomaa, R Fietkau, A Maier, F Putz IEEE Access, 2024 | | 2024 |
| 598: Learning without forgetting improves brain metastases autodetection in multicenter collaboration Y Huang, Z Khodabakhshi, A Gomaa, R Fietkau, M Guckenberger, C Bert, ... Radiotherapy and Oncology 194, S3012-S3015, 2024 | | 2024 |
| Comprehensive multimodal deep learning survival prediction enabled by a transformer architecture: A multicenter study in glioblastoma A Gomaa, Y Huang, A Hagag, C Schmitter, D Höfler, T Weissmann, ... Neuro-Oncology Advances 6 (1), vdae122, 2024 | | 2024 |
