A comprehensive survey on recent deep learning-based methods applied to
surgical data

A comprehensive survey on recent deep learning-based methods applied to surgical data

3 September 2022

Rafael Martinez Garcia Peña

Gilberto Ochoa-Ruiz

Papers citing "A comprehensive survey on recent deep learning-based methods applied to surgical data"

13 / 13 papers shown

Title
Feature-EndoGaussian: Feature Distilled Gaussian Splatting in Surgical Deformable Scene Reconstruction Kai Li Junhao Wang William Jongwon Han Ding Zhao 3DGS 60 0 0 08 Mar 2025
Domain Generalization for Endoscopic Image Segmentation by Disentangling Style-Content Information and SuperPixel Consistency Mansoor Ali Teevno Rafael Martinez-Garcia-Pena Gilberto Ochoa-Ruiz Sharib Ali 45 1 0 19 Sep 2024
SUPRA: Superpixel Guided Loss for Improved Multi-modal Segmentation in Endoscopy Rafael Martinez Garcia Peña Mansoor Ali Teevno Gilberto Ochoa-Ruiz Sharib Ali 36 3 0 09 Nov 2022
Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion Juan Carlos Angeles Ceron Gilberto Ochoa-Ruiz Leonardo Chang Sharib Ali 29 36 0 09 Nov 2021
Efficient Global-Local Memory for Real-time Instrument Segmentation of Robotic Surgical Video Jiacheng Wang Yueming Jin Liansheng Wang Shuntian Cai Pheng-Ann Heng Jing Qin 51 17 0 28 Sep 2021
Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation Manish Sahu Anirban Mukhopadhyay S. Zachow 72 20 0 02 Mar 2021
Stereo Correspondence and Reconstruction of Endoscopic Data Challenge M. Allan J. Mcleod Congcong Wang Jean-Claude Rosenthal Zheng Hu ... Dimitris Psychogyios M. Azizian Danail Stoyanov Lena Maier-Hein Stefanie Speidel 3DV 53 135 0 04 Jan 2021
Endo-Sim2Real: Consistency learning-based domain adaptation for instrument segmentation Manish Sahu Ronja Strömsdörfer Anirban Mukhopadhyay S. Zachow 61 35 0 22 Jul 2020
Real-Time Instrument Segmentation in Robotic Surgery using Auxiliary Supervised Deep Adversarial Learning Mobarakol Islam Daniel Anojan Atputharuban Ravikiran Ramesh Hongliang Ren MedIm 88 94 0 22 Jul 2020
SuPer Deep: A Surgical Perception Framework for Robotic Tissue Manipulation using Deep Learning for Feature Extraction Jingpei Lu Ambareesh Jayakumari Florian Richter Yang Li Michael C. Yip MedIm 49 62 0 07 Mar 2020
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 187 1,165 0 04 May 2018
ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D Cameras Raul Mur-Artal Juan D. Tardós 204 5,375 0 20 Oct 2016
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 188 840 0 09 Feb 2016