Real-time instance segmentation of surgical instruments using attention and multi-scale feature fusion

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy

(2021) Sharib Ali et al.   MEDICAL IMAGE ANALYSIS

Heidelberg colorectal data set for surgical data science in the sensor operating room

(2021) Lena Maier-Hein et al.   Scientific Data

Anchor-guided Online Meta Adaptation for Fast One-Shot Instrument Segmentation from Robotic Surgical Videos

(2021) Zixu Zhao et al.   MEDICAL IMAGE ANALYSIS

An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy

(2020) Sharib Ali et al.   Scientific Reports

Computer vision in surgery

(2020) Thomas M. Ward et al.   SURGERY

Multi-Scale Self-Guided Attention for Medical Image Segmentation

(2020) Ashish Sinha et al.   IEEE Journal of Biomedical and Health Informatics

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge

(2020) Tobias Roß et al.   MEDICAL IMAGE ANALYSIS

Multi-model ensemble with rich spatial information for object detection

(2019) Jie Xu et al.   PATTERN RECOGNITION

Computer assisted Minimally Invasive Surgery: Is medical Computer Vision the answer to improving laparosurgery?

(2012) Adrien Bartoli et al.   MEDICAL HYPOTHESES