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Concept Graph Neural Networks for Surgical Video Understanding

v1v2 (latest)

Concept Graph Neural Networks for Surgical Video Understanding

IEEE Transactions on Medical Imaging (IEEE TMI), 2022

27 February 2022

Daniel A. Hashimoto

Daniela Rus

ArXiv (abs)PDF HTML

Papers citing "Concept Graph Neural Networks for Surgical Video Understanding"

9 / 9 papers shown

Learning from Single Timestamps: Complexity Estimation in Laparoscopic Cholecystectomy

Learning from Single Timestamps: Complexity Estimation in Laparoscopic Cholecystectomy

Dimitrios Anastasiou

Danail Stoyanov

133

0

0

06 Nov 2025

The SAGES Critical View of Safety Challenge: A Global Benchmark for AI-Assisted Surgical Quality Assessment

The SAGES Critical View of Safety Challenge: A Global Benchmark for AI-Assisted Surgical Quality Assessment

...

Pietro Mascagni

Daniel A. Hashimoto

Guy Rosman

Ozanan Meireles

Nicolas Padoy

156

2

0

21 Sep 2025

Surgical Foundation Model Leveraging Compression and Entropy Maximization for Image-Guided Surgical Assistance

Surgical Foundation Model Leveraging Compression and Entropy Maximization for Image-Guided Surgical Assistance

219

0

0

16 May 2025

Tracking-Aware Deformation Field Estimation for Non-rigid 3D Reconstruction in Robotic Surgeries

363

1

0

04 Mar 2025

Systematic Evaluation and Guidelines for Segment Anything Model in Surgical Video Analysis

Systematic Evaluation and Guidelines for Segment Anything Model in Surgical Video Analysis

...

340

2

0

31 Dec 2024

Surgical Triplet Recognition via Diffusion Model

Surgical Triplet Recognition via Diffusion Model

Chang Xu

365

1

0

19 Jun 2024

VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons

VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons

Jinlin Wu

Danny Tat Ming Chan

Zhen Lei

Sebastien Ourselin

Hongbin Liu

267

6

0

14 May 2024

Hypergraph-Transformer (HGT) for Interactive Event Prediction in Laparoscopic and Robotic Surgery

Hypergraph-Transformer (HGT) for Interactive Event Prediction in Laparoscopic and Robotic Surgery

Daniela Rus

333

6

0

03 Feb 2024

SurGNN: Explainable visual scene understanding and assessment of
surgical skill using graph neural networks

SurGNN: Explainable visual scene understanding and assessment of surgical skill using graph neural networks

191

2

0

24 Aug 2023

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