| Relevance-based compression of cataract surgery videos using convolutional neural networks N Ghamsarian, H Amirpourazarian, C Timmerer, M Taschwer, ... Proceedings of the 28th ACM international conference on multimedia, 3577-3585, 2020 | 16 | 2020 |
| Blind MV-based video steganalysis based on joint inter-frame and intra-frame statistics N Ghamsarian, K Schoeffmann, M Khademi Multimedia Tools and Applications 80 (6), 9137-9159, 2021 | 15 | 2021 |
| Enabling relevance-based exploration of cataract videos N Ghamsarian Proceedings of the 2020 international conference on multimedia retrieval …, 2020 | 15 | 2020 |
| Undetectable video steganography by considering spatio-temporal steganalytic features in the embedding cost function N Ghamsarian, M Khademi Multimedia Tools and Applications 79 (27), 18909-18939, 2020 | 14 | 2020 |
| Relevance detection in cataract surgery videos by spatio-temporal action localization N Ghamsarian, M Taschwer, D Putzgruber-Adamitsch, S Sarny, ... 2020 25th International conference on pattern recognition (ICPR), 10720-10727, 2021 | 13 | 2021 |
| LensID: a CNN-RNN-based framework towards lens irregularity detection in cataract surgery videos N Ghamsarian, M Taschwer, D Putzgruber-Adamitsch, S Sarny, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 13 | 2021 |
| Deblurring cataract surgery videos using a multi-scale deconvolutional neural network N Ghamsarian, M Taschwer, K Schoeffmann 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 872-876, 2020 | 10 | 2020 |
| Deeppyramid: Enabling pyramid view and deformable pyramid reception for semantic segmentation in cataract surgery videos N Ghamsarian, M Taschwer, R Sznitman, K Schoeffmann International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 9 | 2022 |
| Recal-net: Joint region-channel-wise calibrated network for semantic segmentation in cataract surgery videos N Ghamsarian, M Taschwer, D Putzgruber-Adamitsch, S Sarny, ... Neural Information Processing: 28th International Conference, ICONIP 2021 …, 2021 | 8 | 2021 |
| Domain adaptation for medical image segmentation using transformation-invariant self-training N Ghamsarian, J Gamazo Tejero, P Márquez-Neila, S Wolf, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 6 | 2023 |
| Action recognition in video recordings from gynecologic laparoscopy S Nasirihaghighi, N Ghamsarian, D Stefanics, K Schoeffmann, H Husslein 2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023 | 4 | 2023 |
| Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning N Ghamsarian, D Putzgruber-Adamitsch, S Sarny, R Sznitman, ... IEEE Access, 2024 | 2 | 2024 |
| DeepPyramid+: medical image segmentation using Pyramid View Fusion and Deformable Pyramid Reception N Ghamsarian, S Wolf, M Zinkernagel, K Schoeffmann, R Sznitman International journal of computer assisted radiology and surgery, 1-9, 2024 | 1 | 2024 |
| Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection N Ghamsarian, Y El-Shabrawi, S Nasirihaghighi, D Putzgruber-Adamitsch, ... arXiv preprint arXiv:2312.06295, 2023 | 1 | 2023 |
| Cataract-1K Dataset for Deep-Learning-Assisted Analysis of Cataract Surgery Videos N Ghamsarian, Y El-Shabrawi, S Nasirihaghighi, D Putzgruber-Adamitsch, ... Scientific Data 11 (1), 373, 2024 | | 2024 |
| Event Recognition in Laparoscopic Gynecology Videos with Hybrid Transformers S Nasirihaghighi, N Ghamsarian, H Husslein, K Schoeffmann International Conference on Multimedia Modeling, 82-95, 2024 | | 2024 |
| Deep-Learning-Assisted Analysis of Cataract Surgery Videos N Ghamsarian https://netlibrary.aau.at/obvuklhs/content/titleinfo/7144453, 2021 | | 2021 |
Klaus SchoeffmannAssociate Professor, Klagenfurt University, AustriaVerified email at itec.aau.at
