Negin Ghamsarian

University of Bern — Switzerland

Medicine · Health Sciences

8h-index160citations30works4.82yr avg
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Research Topics

Retinal Imaging and Analysis(10), Advanced Neural Network Applications(8), Surgical Simulation and Training(7), Intraocular Surgery and Lenses(7), Medical Image Segmentation Techniques(4)

Publications30 total

GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset
2025· 8 citedOpen Access
WetCat: Enabling Automated Skill Assessment in Wet-Lab Cataract Surgery Videos
2025· 1 citedOpen Access
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset
ArXiv.org·2025· 1 citedOpen Access
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation
arXiv (Cornell University)·2025Open Access
Dual Invariance Self-Training for Reliable Semi-Supervised Surgical Phase Recognition
2025· 1 cited
Dual Invariance Self-training for Reliable Semi-supervised Surgical Phase Recognition
arXiv (Cornell University)·2025Open Access
Cataract-1K Dataset for Deep-Learning-Assisted Analysis of Cataract Surgery Videos
Scientific Data·2024· 18 citedOpen Access
DeepPyramid+: medical image segmentation using Pyramid View Fusion and Deformable Pyramid Reception
International Journal of Computer Assisted Radiology and Surgery·2024· 10 citedOpen Access
Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning
IEEE Access·2024· 4 citedOpen Access
Event Recognition in Laparoscopic Gynecology Videos with Hybrid Transformers
Lecture notes in computer science·2024· 5 cited
Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection
arXiv (Cornell University)·2023· 1 citedOpen Access
Deep-Learning-Assisted Analysis of Cataract Surgery Videos
arXiv (Cornell University)·2023Open Access
DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception
arXiv (Cornell University)·2023Open Access
Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning
arXiv (Cornell University)·2023· 1 citedOpen Access
Event Recognition in Laparoscopic Gynecology Videos with Hybrid Transformers
arXiv (Cornell University)·2023· 1 citedOpen Access
Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training
arXiv (Cornell University)·2023Open Access
Action Recognition in Video Recordings from Gynecologic Laparoscopy
2023· 11 citedOpen Access
Domain Adaptation for Medical Image Segmentation Using Transformation-Invariant Self-training
Lecture notes in computer science·2023· 7 cited
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos
arXiv (Cornell University)·2022· 1 citedOpen Access
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos
Lecture notes in computer science·2022· 6 cited
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Frequent Co-authors

Klaus Schoeffmann(25), Raphael Sznitman(16), Sahar Nasirihaghighi(10), Mario Taschwer(9), Yosuf El‐Shabrawi(8), Doris Putzgruber-Adamitsch(8), Martin S. Zinkernagel(6), Sebastián Wolf(6), Stephanie Sarny(6), H Husslein(5), Morteza Khademi(2), Leonie Peschek(2), Matteo Munari(2), Javier Gamazo Tejero(2), Hadi Amirpour(1), Christian Timmerer(1), Klaus Schöffmann(1), Daniela Stefanics(1), Pablo Márquez-Neila(1), Klaus Schöffmann(1)