Negin Ghamsarian

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 26

Top Topics

Video Recordings

Semantic Segmentation

Minimally Invasive

Event Recognition

Top Venues

Multim. Tools Appl.

Int. J. Comput. Assist. Radiol. Surg.

Publications

Negin Ghamsarian, Doris Putzgruber-Adamitsch, Stephanie Sarny, Raphael Sznitman, Klaus Schoeffmann, Yosuf El-Shabrawi
Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning. IEEE Access 12 (2024)
Negin Ghamsarian, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman
DeepPyramid+: medical image segmentation using Pyramid View Fusion and Deformable Pyramid Reception. Int. J. Comput. Assist. Radiol. Surg. 19 (5) (2024)
Sahar Nasirihaghighi, Negin Ghamsarian, Heinrich Husslein, Klaus Schoeffmann
Event Recognition in Laparoscopic Gynecology Videos with Hybrid Transformers. MMM (5) (2024)
Negin Ghamsarian, Yosuf El-Shabrawi, Sahar Nasirihaghighi, Doris Putzgruber-Adamitsch, Martin Zinkernagel, Sebastian Wolf, Klaus Schoeffmann, Raphael Sznitman
Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection. CoRR (2023)
Sahar Nasirihaghighi, Negin Ghamsarian, Daniela Stefanics, Klaus Schoeffmann, Heinrich Husslein
Action Recognition in Video Recordings from Gynecologic Laparoscopy. CoRR (2023)
Negin Ghamsarian, Javier Gamazo Tejero, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman
Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training. CoRR (2023)
Sahar Nasirihaghighi, Negin Ghamsarian, Daniela Stefanics, Klaus Schoeffmann, Heinrich Husslein
Action Recognition in Video Recordings from Gynecologic Laparoscopy. CBMS (2023)
Sahar Nasirihaghighi, Negin Ghamsarian, Heinrich Husslein, Klaus Schoeffmann
Event Recognition in Laparoscopic Gynecology Videos with Hybrid Transformers. CoRR (2023)
Negin Ghamsarian, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman
DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception. CoRR (2023)
Negin Ghamsarian
Deep-Learning-Assisted Analysis of Cataract Surgery Videos. CoRR (2023)
Negin Ghamsarian, Javier Gamazo Tejero, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman
Domain Adaptation for Medical Image Segmentation Using Transformation-Invariant Self-training. MICCAI (1) (2023)
Negin Ghamsarian, Doris Putzgruber-Adamitsch, Stephanie Sarny, Raphael Sznitman, Klaus Schoeffmann, Yosuf El-Shabrawi
Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning. CoRR (2023)
Negin Ghamsarian, Mario Taschwer, Raphael Sznitman, Klaus Schoeffmann
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos. CoRR (2022)
Negin Ghamsarian, Mario Taschwer, Raphael Sznitman, Klaus Schoeffmann
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos. MICCAI (5) (2022)
Negin Ghamsarian, Mario Taschwer, Klaus Schoeffmann
DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos. CoRR (2021)
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Yosuf El-Shabrawi, Klaus Schoeffmann
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos. CoRR (2021)
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Yosuf El-Shabrawi, Klaus Schoeffmann
LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos. CoRR (2021)
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Yosuf El-Shabrawi, Klaus Schöffmann
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos. ICONIP (3) (2021)
Negin Ghamsarian, Klaus Schoeffmann, Morteza Khademi
Blind MV-based video steganalysis based on joint inter-frame and intra-frame statistics. Multim. Tools Appl. 80 (6) (2021)
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Klaus Schoeffmann
Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization. CoRR (2021)
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Yosuf El-Shabrawi, Klaus Schoeffmann
LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos. MICCAI (8) (2021)
Negin Ghamsarian, Morteza Khademi
Undetectable video steganography by considering spatio-temporal steganalytic features in the embedding cost function. Multim. Tools Appl. 79 (27-28) (2020)
Negin Ghamsarian, Hadi Amirpour, Christian Timmerer, Mario Taschwer, Klaus Schöffmann
Relevance-Based Compression of Cataract Surgery Videos Using Convolutional Neural Networks. ACM Multimedia (2020)
Negin Ghamsarian
Enabling Relevance-Based Exploration of Cataract Videos. ICMR (2020)
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Klaus Schoeffmann
Relevance Detection in Cataract Surgery Videos by Spatio- Temporal Action Localization. ICPR (2020)
Negin Ghamsarian, Mario Taschwer, Klaus Schoeffmann
Deblurring Cataract Surgery Videos Using a Multi-Scale Deconvolutional Neural Network. ISBI (2020)