Publications – OVID – Relevance Detection in Ophthalmic Surgery Videos

Natalia Mathá, Klaus Schoeffmann, Stephanie Sarny, Doris Putzgruber-Adamitsch and Yosuf El-Shabrawi. Evaluation of Relevance-Driven Compression of Regular Cataract Surgery Videos. 2022. In Proceedings of the IEEE 35th International Symposium on Computer Based Medical Systems (CBMS), July 21-23, Shenzen, China. 429-434. DOI: 10.1109/cbms55023.2022.00083
Negin Ghamsarian, Mario Taschwer, Raphael Sznitman and Klaus Schoeffmann. DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos. 2022. In Proceedings of the 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), September 18-22, 2022, Singapore. 276-286. DOI: 10.1007/978-3-031-16443-9_27
Natalia Sokolova, Klaus Schoeffmann, Mario Taschwer, Stephanie Sarny, Doris Putzgruber-Adamitsch, and Yosuf El-Shabrawi. 2021. Automatic detection of pupil reactions in cataract surgery videos. PLOS ONE. 16 pages. DOI: 10.1371/journal.pone.0258390
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Yosuf El-Shabrawi and Klaus Schoeffmann. 2021. ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos. In Proceedings of the 28th International Conference on Neural Information Processing 2021 (ICONIP). 391-402. DOI: 10.1007/978-3-030-92238-2_33
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Yosuf El-Shabrawi and Klaus Schoeffmann. 2021. LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos. In Proceedings of the 24th International Conference on Medical Image Computing & Computer Assisted Intervention 2021 (MICCAI 2021). 76-86. DOI: 10.1007/978-3-030-87237-3_8
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber, Stephanie Sarny, and Klaus Schoeffmann. 2020. Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization. Proceedings of the 25th International Conference on Pattern Recognition (ICPR 2020). IEEE, Los Alamitos, CA, USA, 10720-10727 DOI: 10.1109/ICPR48806.2021.9412525
Negin Ghamsarian, Hadi Amirpour, Christian Timmerer, Mario Taschwer, and Klaus Schoeffmann. 2020. Relevance-Based Compression of Cataract Surgery Videos Using Convolutional Neural Networks. In Proceedings of the ACM International Conference on Multimedia (ACMMM) 2020, ACM, New York, NY, USA, 3577-3585. DOI: 10.1145/3394171.3413658
Negin Ghamsarian. 2020. Enabling Relevance-Based Exploration of Cataract Videos. In Proceedings of the 2020 International Conference on Multimedia Retrieval (ICMR ’20). Association for Computing Machinery, New York, NY, USA, 378–382. DOI: 10.1145/3372278.3391937
Natalia Sokolova, Mario Taschwer, Stephanie Sarny, Doris Putzgruber-Adamitsch, Klaus Schoeffmann. 2020. Pixel-Based Iris and Pupil Segmentation in Cataract Surgery Videos Using Mask R-CNN. Proceedings in IEEE International Symposium on Biomedical Imaging Workshops. IEEE, Los Alamitos, CA, USA, 4 pages. DOI: 10.1109/ISBIWorkshops50223.2020.9153367
Markus Fox, Mario Taschwer, Klaus Schoeffmann. 2020. Pixel-Based Tool Segmentation in Cataract Surgery Videos with Mask R-CNN. Proceedings of the IEEE 33rd International Symposium on Computer Based Medical Systems (CBMS 2020). IEEE, Los Alamitos, CA, USA, 565-568. DOI: 10.1109/CBMS49503.2020.00112
Negin Ghamsarian, Mario Taschwer, Klaus Schoeffmann. 2020. Deblurring Cataract Surgery Videos Using a Multi-Scale Deconvolutional Neural Network. Proceedings of the IEEE International Symposium on Biomedical Imaging 2020 (ISBI2020). IEEE, Los Alamitos, CA, USA, 872-876. DOI: 10.1109/ISBI45749.2020.9098318.
Natalia Sokolova, Klaus Schoeffmann, Mario Taschwer, Doris Putzgruber-Adamitsch, and Yosuf El-Shabrawi. 2020. Evaluating the Generalization Performance of Instrument Classification in Cataract Surgery Videos. Proceedings of the 26th International Conference on Multimedia Modeling 2020 (MMM2020). Lecture Notes in Computer Science, Vol 11962, Springer International Publishing, Cham, 626-636. DOI: 10.1007/978-3-030-37734-2_51
Klaus Schöffmann, Mario Taschwer, Stephanie Sarny, Bernd Münzer, Manfred Jürgen Primus, Doris Putzgruber-Adamitsch, Cataract-101: video dataset of 101 cataract surgeries, In MMSys ’18 Proceedings of the 9th ACM Multimedia Systems Conference, ACM Press, New York (NY), pp. 421-425, 2018.
Manfred Jürgen Primus, Doris Putzgruber-Adamitsch, Mario Taschwer, Bernd Münzer, Yosuf El-Shabrawi, Laszlo Böszörmenyi, Klaus Schöffmann, Frame-Based Classification of Operation Phases in Cataract Surgery Videos, In MultiMedia Modeling – 24th International Conference, MMM 2018 (Part 1) (Klaus Schöffmann, Thanarat H. Chalidabhongse, Chong-Wah Ngo, Noel E. O´Connor, Supavadee Aramvith, Yo-Sung Ho, Moncef Gabbouj, Ahmed Elgammal, eds.), Springer, vol. 10704, Berlin, pp. 241-253, 2018.