Adaptive undersampling and short clip-based two-stream CNN-LSTM model for surgical phase recognition on cholecystectomy videos

Author:

Lee Sang-Goo,Kim Ga-Young,Hwang Yoo-NaORCID,Kwon Ji-Yean,Kim Sung-Min

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing,Biomedical Engineering

Reference32 articles.

1. Minimally invasive surgery;Hamad;Am. J. Surg.,2010

2. Robotic assisted minimally invasive surgery;Palep;J. Minimal Access Surg.,2009

3. Surgeon Volume Metrics in Laparoscopic Cholecystectomy;Csikesz;Digestive Dis Sci.,2010

4. C. Lea, J.H. Choi, A. Reiter, G. Hager, Surgical Phase Recognition: from Instrumented ORs to Hospitals Around the World”, Med. Image Computing Computer Assisted Intervention (M2CAI-MICCAI) workshop, 2016, pp. 45-54.

5. O. Zisimopoulos et al., DeepPhase: Surgical Phase Recognition in CATARACTS videos, in: Proc. International conference Med. Image Computing Computer Assisted Intervention (MICCAI) 2018, Springer, Cham, 2018, pp. 265-272.

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