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Klaus Schoeffmann

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

Dec 11, 2023
Negin Ghamsarian, Yosuf El-Shabrawi, Sahar Nasirihaghighi, Doris Putzgruber-Adamitsch, Martin Zinkernagel, Sebastian Wolf, Klaus Schoeffmann, Raphael Sznitman

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

Dec 06, 2023
Negin Ghamsarian, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman

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Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning

Dec 06, 2023
Negin Ghamsarian, Doris Putzgruber-Adamitsch, Stephanie Sarny, Raphael Sznitman, Klaus Schoeffmann, Yosuf El-Shabrawi

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Event Recognition in Laparoscopic Gynecology Videos with Hybrid Transformers

Dec 01, 2023
Sahar Nasirihaghighi, Negin Ghamsarian, Heinrich Husslein, Klaus Schoeffmann

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Action Recognition in Video Recordings from Gynecologic Laparoscopy

Nov 30, 2023
Sahar Nasirihaghighi, Negin Ghamsarian, Daniela Stefanics, Klaus Schoeffmann, Heinrich Husslein

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Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training

Jul 31, 2023
Negin Ghamsarian, Javier Gamazo Tejero, Pablo Márquez Neila, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman

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

Jul 04, 2022
Negin Ghamsarian, Mario Taschwer, Raphael Sznitman, Klaus Schoeffmann

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

Sep 25, 2021
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Yosuf El-Shabrawi, Klaus Schoeffmann

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

Jul 02, 2021
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Yosuf El-Shabrawi, Klaus Schoeffmann

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

Apr 29, 2021
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Klaus Schoeffmann

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