Chinedu Innocent Nwoye | DeepAI

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∙ 07/18/2023

Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions

Surgical action triplets describe instrument-tissue interactions as (ins...

0 Saurav Sharma, et al. ∙

∙ 02/13/2023

CholecTriplet2022: Show me a tool and tell me the triplet – an endoscopic vision challenge for surgical action triplet detection

Formalizing surgical activities as triplets of the used instruments, act...

1 Chinedu Innocent Nwoye, et al. ∙

∙ 11/30/2022

Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition

One of the recent advances in surgical AI is the recognition of surgical...

0 Saurav Sharma, et al. ∙

∙ 04/11/2022

Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets

In addition to generating data and annotations, devising sensible data s...

0 Chinedu Innocent Nwoye, et al. ∙

∙ 04/10/2022

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition

Context-aware decision support in the operating room can foster surgical...

32 Chinedu Innocent Nwoye, et al. ∙

∙ 09/30/2021

Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark

PURPOSE: Surgical workflow and skill analysis are key technologies for t...

10 Martin Wagner, et al. ∙

∙ 09/07/2021

Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos

Out of all existing frameworks for surgical workflow analysis in endosco...

0 Chinedu Innocent Nwoye, et al. ∙

∙ 07/10/2020

Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets

Recognition of surgical activity is an essential component to develop co...

0 Chinedu Innocent Nwoye, et al. ∙

∙ 12/04/2018

Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos

Purpose: Real-time surgical tool tracking is a core component of the fut...

0 Chinedu Innocent Nwoye, et al. ∙

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