Whether and When does Endoscopy Domain Pretraining Make Sense?

Whether and When does Endoscopy Domain Pretraining Make Sense?

30 March 2023

Tobias Czempiel

Nassir Navab

Papers citing "Whether and When does Endoscopy Domain Pretraining Make Sense?"

7 / 7 papers shown

Title
Watch and Learn: Leveraging Expert Knowledge and Language for Surgical Video Understanding David Gastager Ghazal Ghazaei Constantin Patsch 58 0 0 14 Mar 2025
SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition Shu Yang Zhiyuan Cai Luyang Luo Ning Ma Shuchang Xu Hao Chen 18 0 0 30 Sep 2024
General surgery vision transformer: A video pre-trained foundation model for general surgery Samuel Schmidgall Ji Woong Kim Jeffery Jopling Axel Krieger ViT MedIm 34 5 0 09 Mar 2024
Jumpstarting Surgical Computer Vision Deepak Alapatt Aditya Murali V. Srivastav Pietro Mascagni AI4SafeChole Consortium N. Padoy 13 2 0 10 Dec 2023
RIDE: Self-Supervised Learning of Rotation-Equivariant Keypoint Detection and Invariant Description for Endoscopy Mert Asim Karaoglu Viktoria Markova Nassir Navab Benjamin Busam A. Ladikos 27 4 0 18 Sep 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 0 11 Nov 2021
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 168 835 0 09 Feb 2016