Negin Ghamsarian

According to our database, Negin Ghamsarian authored at least 17 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning.

Negin Ghamsarian, Doris Putzgruber-Adamitsch, Stephanie Sarny, Raphael Sznitman, Klaus Schoeffmann, Yosuf El-Shabrawi

IEEE Access, 2024

Event Recognition in Laparoscopic Gynecology Videos with Hybrid Transformers.

Sahar Nasirihaghighi, Negin Ghamsarian, Heinrich Husslein, Klaus Schoeffmann

Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

2023

Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection.

Negin Ghamsarian, Yosuf El-Shabrawi, Sahar Nasirihaghighi, Doris Putzgruber-Adamitsch, Martin Zinkernagel, Sebastian Wolf, Klaus Schoeffmann, Raphael Sznitman

CoRR, 2023

Deep-Learning-Assisted Analysis of Cataract Surgery Videos.

Negin Ghamsarian

CoRR, 2023

DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception.

Negin Ghamsarian, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman

CoRR, 2023

Domain Adaptation for Medical Image Segmentation Using Transformation-Invariant Self-training.

Negin Ghamsarian, Javier Gamazo Tejero, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Action Recognition in Video Recordings from Gynecologic Laparoscopy.

Sahar Nasirihaghighi, Negin Ghamsarian, Daniela Stefanics, Klaus Schoeffmann, Heinrich Husslein

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos.

Negin Ghamsarian, Mario Taschwer, Raphael Sznitman, Klaus Schoeffmann

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Blind MV-based video steganalysis based on joint inter-frame and intra-frame statistics.

Negin Ghamsarian, Klaus Schoeffmann, Morteza Khademi

Multim. Tools Appl., 2021

DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos.

Negin Ghamsarian, Mario Taschwer, Klaus Schoeffmann

CoRR, 2021

LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos.

Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Yosuf El-Shabrawi, Klaus Schoeffmann

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos.

Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Yosuf El-Shabrawi, Klaus Schöffmann

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Undetectable video steganography by considering spatio-temporal steganalytic features in the embedding cost function.

Negin Ghamsarian, Morteza Khademi

Multim. Tools Appl., 2020

Relevance-Based Compression of Cataract Surgery Videos Using Convolutional Neural Networks.

Negin Ghamsarian, Hadi Amirpour, Christian Timmerer, Mario Taschwer, Klaus Schöffmann

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Enabling Relevance-Based Exploration of Cataract Videos.

Negin Ghamsarian

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Deblurring Cataract Surgery Videos Using a Multi-Scale Deconvolutional Neural Network.

Negin Ghamsarian, Mario Taschwer, Klaus Schoeffmann

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Relevance Detection in Cataract Surgery Videos by Spatio- Temporal Action Localization.

Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Klaus Schoeffmann

Proceedings of the 25th International Conference on Pattern Recognition, 2020