Stamatia Giannarou

Orcid: 0000-0002-8745-1343

According to our database1, Stamatia Giannarou authored at least 65 papers between 2006 and 2024.

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Bibliography

2024
SurgT challenge: Benchmark of soft-tissue trackers for robotic surgery.
Medical Image Anal., January, 2024

2023
Regularising disparity estimation via multi task learning with structured light reconstruction.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023

Dietary Assessment with Multimodal ChatGPT: A Systematic Analysis.
CoRR, 2023

Towards Safe and Collaborative Robotic Ultrasound Tissue Scanning in Neurosurgery.
CoRR, 2023

Identifying Visible Tissue in Intraoperative Ultrasound Images during Brain Surgery: A Method and Application.
CoRR, 2023

Automated robotic intraoperative ultrasound for brain surgery.
CoRR, 2023

SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic Surgery.
CoRR, 2023

Collaborative Robotic Ultrasound Tissue Scanning for Surgical Resection Guidance in Neurosurgery.
CoRR, 2023

Regularizing disparity estimation via multi task learning with structured light reconstruction.
CoRR, 2023

Explainable Image Classification with Improved Trustworthiness for Tissue Characterisation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Detecting the Sensing Area of a Laparoscopic Probe in Minimally Invasive Cancer Surgery.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Graph-based Pose Estimation of Texture-less Surgical Tools for Autonomous Robot Control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
See-Through Vision With Unsupervised Scene Occlusion Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Surgical data science - from concepts toward clinical translation.
Medical Image Anal., 2022

Caveats on the first-generation da Vinci Research Kit: latent technical constraints and essential calibrations.
CoRR, 2022

Randomly connected neural networks for self-supervised monocular depth estimation.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022

An enhanced marker pattern that achieves improved accuracy in surgical tool tracking.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022

Deep Regression with Spatial-Frequency Feature Coupling and Image Synthesis for Robot-Assisted Endomicroscopy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Ultrasound Segmentation Using a 2D UNet with Bayesian Volumetric Support.
Proceedings of the Lesion Segmentation in Surgical and Diagnostic Applications, 2022

Stereo Depth Estimation via Self-supervised Contrastive Representation Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Self-supervised Depth Estimation in Laparoscopic Image Using 3D Geometric Consistency.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Towards Autonomous Control of Surgical Instruments using Adaptive-Fusion Tracking and Robot Self-Calibration.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

H-Net: Unsupervised Attention-based Stereo Depth Estimation Leveraging Epipolar Geometry.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
MAMMOBOT: A Miniature Steerable Soft Growing Robot for Early Breast Cancer Detection.
IEEE Robotics Autom. Lett., 2021

Self-Supervised Generative Adversarial Network for Depth Estimation in Laparoscopic Images.
CoRR, 2021

VisionBlender: a tool to efficiently generate computer vision datasets for robotic surgery.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021

Self-supervised Generative Adversarial Network for Depth Estimation in Laparoscopic Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
Surgical Data Science - from Concepts to Clinical Translation.
CoRR, 2020

Tracking and visualization of the sensing area for a tethered laparoscopic gamma probe.
Int. J. Comput. Assist. Radiol. Surg., 2020

IJCARS - IPCAI 2020 special issue: 11th conference on information processing for computer-assisted interventions - part 1.
Int. J. Comput. Assist. Radiol. Surg., 2020

Multimodal mixed reality visualisation for intraoperative surgical guidance.
Int. J. Comput. Assist. Radiol. Surg., 2020

Autonomous Tissue Scanning under Free-Form Motion for Intraoperative Tissue Characterisation.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2018
Surgical Data Science: A Consensus Perspective.
CoRR, 2018

Context aware decision support in neurosurgical oncology based on an efficient classification of endomicroscopic data.
Int. J. Comput. Assist. Radiol. Surg., 2018

A Framework for Sensorless Tissue Motion Tracking in Robotic Endomicroscopy Scanning.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
Surgical Data Science: Enabling Next-Generation Surgery.
CoRR, 2017

Motion-Compensated Autonomous Scanning for Tumour Localisation Using Intraoperative Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

BRANCH: Bifurcation Recognition for Airway Navigation based on struCtural cHaracteristics.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
SCEM+: Real-Time Robust Simultaneous Catheter and Environment Modeling for Endovascular Navigation.
IEEE Robotics Autom. Lett., 2016

Online tracking and retargeting with applications to optical biopsy in gastrointestinal endoscopic examinations.
Medical Image Anal., 2016

Cognitive AutonomouS CAtheters Operating in Dynamic Environments.
J. Medical Robotics Res., 2016

Erratum to: Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions.
Int. J. Comput. Assist. Radiol. Surg., 2016

Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions.
Int. J. Comput. Assist. Radiol. Surg., 2016

Vision-based deformation recovery for intraoperative force estimation of tool-tissue interaction for neurosurgery.
Int. J. Comput. Assist. Radiol. Surg., 2016

Registration-Free Simultaneous Catheter and Environment Modelling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Real-Time 3D Tracking of Articulated Tools for Robotic Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Robust camera localisation with depth reconstruction for bronchoscopic navigation.
Int. J. Comput. Assist. Radiol. Surg., 2015

2014
Online Scene Association for Endoscopic Navigation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Simultaneous catheter and environment modeling for Trans-catheter Aortic Valve Implantation.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

2013
Probabilistic Tracking of Affine-Invariant Anisotropic Regions.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Pathological Site Retargeting under Tissue Deformation Using Geometrical Association and Tracking.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

3D Robotic Catheter Shape Reconstruction and Localisation Using Appearance Priors and Adaptive C-Arm Positioning.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013

2012
Deformable structure from motion by fusing visual and inertial measurement data.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

2011
Optimal edge detection using multiple operators for image understanding.
EURASIP J. Adv. Signal Process., 2011

Tissue Deformation Recovery with Gaussian Mixture Model Based Structure from Motion.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2011

2010
From medical images to minimally invasive intervention: Computer assistance for robotic surgery.
Comput. Medical Imaging Graph., 2010

Content-Based Surgical Workflow Representation Using Probabilistic Motion Modeling.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

2009
Optical Biopsy Mapping for Minimally Invasive Cancer Screening.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Probabilistic Region Matching in Narrow-Band Endoscopy for Targeted Optical Biopsy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Affine-Invariant Anisotropic Detector for Soft Tissue Tracking in Minimally Invasive Surgery.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Object recognition in the ovary: Quantification of oocytes from microscopic images.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

2007
Novel techniques for object recognition.
PhD thesis, 2007

Object Identification in Complex Scenes using Shape Context Descriptors and Multi-Stage Clustering.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Shape Signature Matching for Object Identification Invariant to Image Transformations and Occlusion.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006
Novel Statistical Approaches to the Quantitative Combination of Multiple Edge Detectors.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006


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