Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Computer Assisted Radiology and Surgery"
DOI: 10.1007/s11548-019-01958-6
Abstract: PurposeReal-time surgical tool tracking is a core component of the future intelligent operating room (OR), because it is highly instrumental to analyze and understand the surgical activities. Current methods for surgical tool tracking in videos… read more here.
Keywords: presence; laparoscopic videos; tool; convolutional lstm ... See more keywords
RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2018.2878055
Abstract: Accurate surgery duration estimation is necessary for optimal OR planning, which plays an important role in patient comfort and safety as well as resource optimization. It is, however, challenging to preoperatively predict surgery duration since… read more here.
Keywords: surgery; remaining surgery; laparoscopic videos; surgery duration ... See more keywords