Design optimization of medical robotic systems based on task performance metrics: A feasibility study for robotic guided vascular laser treatments

Journal of Field Robotics

2024 | journal-article

Smart framework for continuous 3D assessment of head disturbances from fetal to infancy period

2023 | dissertation-thesis

Smart scan of medical device displays to integrate with a mHealth application

Heliyon

2023 | journal-article

Augmented Reality-Assisted Ultrasound Breast Biopsy

Sensors

2023 | journal-article

A Comparative Study of Deep Learning Methods for Multi-Class Semantic Segmentation of 2D Kidney Ultrasound Images

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

2023 | journal-article

A multi-task convolutional neural network for classification and segmentation of chronic venous disorders

Scientific Reports

2023 | journal-article

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition

Medical Image Analysis

2023 | journal-article

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

arXiv

2023 | other

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

Medical Image Analysis

2023 | journal-article

Comparative analysis of deep learning methods for lesion detection on full screening mammography

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

2023 | journal-article

CycleGAN-Based Image to Image Translation for Realistic Surgical Training Phantoms

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

2023 | journal-article

Deep Learning Networks for Breast Lesion Classification in Ultrasound Images: A Comparative Study

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

2023 | journal-article

Deep learning networks in the segmentation of the left atrial appendage in 2D ultrasound: A comparative analysis

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

2023 | journal-article

Dual consistency loss for contour-aware segmentation in medical images

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

2023 | journal-article

Fetal brain tissue annotation and segmentation challenge results

Medical Image Analysis

2023 | journal-article

Remote Monitoring System of Dynamic Compression Bracing to Correct Pectus Carinatum

Sensors

2023 | journal-article

Robust 3D breast reconstruction based on monocular images and artificial intelligence for robotic guided oncological interventions

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

2023 | journal-article

Why is the Winner the Best?

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

2023 | conference-paper

Why is the winner the best?

arXiv

2023 | other

Augmented Synthetic Dataset with Structured Light to Develop Ai-Based Methods for Breast Depth Estimation

2022 | conference-paper

Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities

Journal of Biomedical Informatics

2022 | journal-article

Anthropometric Landmarking for Diagnosis of Cranial Deformities: Validation of an Automatic Approach and Comparison with Intra- and Interobserver Variability

Annals of Biomedical Engineering

2022 | journal-article

A review of image processing methods for fetal head and brain analysis in ultrasound images

Computer Methods and Programs in Biomedicine

2022 | journal-article

3D Facial Landmark Localization for cephalometric analysis

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

2022 | conference-paper

A deep learning method for kidney segmentation in 2D ultrasound images

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

2022 | conference-paper

Biomedical image analysis competitions: The state of current participation practice

arXiv

2022 | other

Characterization of the Workspace and Limits of Operation of Laser Treatments for Vascular Lesions of the Lower Limbs

Sensors

2022 | journal-article

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition

arXiv

2022 | other

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition

arXiv

2022 | other

Classification of Chronic Venous Disorders using an Ensemble Optimization of Convolutional Neural Networks

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

2022 | conference-paper

Comparative Analysis of Current Deep Learning Networks for Breast Lesion Segmentation in Ultrasound Images

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

2022 | conference-paper

Deep learning methods for lesion detection on mammography images: a comparative analysis

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

2022 | conference-paper

ECG classification using Artificial Intelligence: Model Optimization and Robustness Assessment

SeGAH 2022 - 2022 IEEE 10th International Conference on Serious Games and Applications for Health

2022 | conference-paper

Fetal Brain Tissue Annotation and Segmentation Challenge Results

arXiv

2022 | other

Fetal Brain Tissue Annotation and Segmentation Challenge Results

arXiv

2022 | other

Fetal head circumference delineation using convolutional neural networks with registration-based ellipse fitting

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

2022 | conference-paper

Smart Scan of Blood Test Documents to be Integrated in a mHealth Application

2022 10th E-Health and Bioengineering Conference, EHB 2022

2022 | conference-paper

Structural Mechanical Simulation to Optimize the Sensor Arm Geometry to Be Implemented on Cranial Remodeling Orthosis

AIP Conference Proceedings

2022 | conference-paper

Study of the compression behavior of functionally graded lattice for customized cranial remodeling orthosis

Journal of the Mechanical Behavior of Biomedical Materials

2022 | journal-article

Ultrasound training simulator using augmented reality glasses: an accuracy and precision assessment study

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

2022 | conference-paper

Developing a medical training game for visual assessment of head deformities in infants

2021 | conference-paper

Development of a sensor device for measurement of forces in cranial remodeling orthoses

2021 | conference-paper

A new handheld ultrasound probe simulator for medical training

2021 | conference-paper

A system for the generation of in-car human body pose datasets

Machine Vision and Applications

2021 | journal-article

Anthropometric Landmark Detection in 3D Head Surfaces using a Deep Learning Approach.

IEEE journal of biomedical and health informatics

2020 | journal-article

Kidney Segmentation in Three-Dimensional Ultrasound Images using a Fast Phase-based Approach.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control

2020 | journal-article

MoLa R10k InCar Dataset Pt2

2020 | data-set

Automated Generation of Synthetic in-Car Dataset for Human Body Pose Detection

Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP

2020 | conference-paper

Automated generation of synthetic in-car dataset for human body pose detection

Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP 2020

2020 | conference-paper

Automated generation of synthetic in-car dataset for human body pose detection

VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

2020 | conference-paper

Synthetic infant head shapes with deformational plagiocephaly: concept and 3D model parameterization

2019 IEEE 7th International Conference on Serious Games and Applications for Health (SeGAH)

2019 | conference-paper

Automatic strategy for extraction of anthropometric measurements for the diagnostic and evaluation of deformational plagiocephaly from infant's head models

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

2019 | conference-paper

Deep learning-based detection of anthropometric landmarks in 3D infants head models

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

2019 | conference-paper

Real-Time Human Body Pose Estimation for In-Car Depth Images

IFIP Advances in Information and Communication Technology

2019 | book

Top-down human pose estimation with depth images and domain adaptation

VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

2019 | conference-paper

A novel multi-atlas strategy with dense deformation field reconstruction for abdominal and thoracic multi-organ segmentation from computed tomography

Medical Image Analysis

2018 | journal-article

Kidney segmentation in ultrasound, magnetic resonance and computed tomography images: A systematic review

Computer Methods and Programs in Biomedicine

2018 | journal-article

Segmentation of kidney and renal collecting system on 3D computed tomography images

2018 IEEE 6th International Conference on Serious Games and Applications for Health, SeGAH 2018

2018 | conference-paper

Kidney segmentation in 3D CT images using B-Spline Explicit Active Surfaces

2016 IEEE International Conference on Serious Games and Applications for Health, SeGAH 2016

2016 | conference-paper

Kidney segmentation in 3D US images

2016 | dissertation-thesis

MoLa R8.7k InCar Dataset

| data-set