Deep-DM: Deep-Driven Deformable Model for 3D Image Segmentation Using Limited Data

IEEE Journal of Biomedical and Health Informatics

2024 | journal-article

Infant head and brain segmentation from magnetic resonance images using fusion-based deep learning strategies

Multimedia Systems

2024 | journal-article

Evaluating unsupervised optical flow for keypoint tracking in laparoscopic videos

Medical Imaging 2024

2024 | conference-paper

Exploring optical flow inclusion into nnU-Net framework for surgical instrument segmentation

Proceedings Volume 12928, Medical Imaging 2024

2024 | conference-paper

CholecTriplet2022

Medical Image Analysis

2023 | journal-article

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

Journal of Field Robotics

2023 | journal-article

Fetal brain tissue annotation and segmentation challenge results

Medical Image Analysis

2023 | journal-article

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

Heliyon

2023 | journal-article

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition

Medical Image Analysis

2023 | journal-article

Remote Monitoring System of Dynamic Compression Bracing to Correct Pectus Carinatum

Sensors

2023 | journal-article

Augmented Reality-Assisted Ultrasound Breast Biopsy

Sensors

2023 | journal-article

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

Scientific Reports

2023 | journal-article

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

2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 - Proceedings

2023 | conference-paper

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

Proceedings of annual International Conference of the IEEE Engineering in Medicine and Biology EMBC

2023 | conference-paper

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

2023 | conference-poster

Deep learning networks in the segmentation of the left atrial appendage in 2D ultrasound

Proceedings of annual International Conference of the IEEE Engineering in Medicine and Biology (EMBC)

2023 | conference-paper

Dual consistency loss for contour-aware segmentation in medical images

Proceedings annual International Conference of the IEEE Engineering in Medicine and Biology EMBC)

2023 | conference-paper

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

Proceedings of annual International Conference of the IEEE Engineering in Medicine and Biology (EMBC)

2023 | conference-paper

Why is the Winner the Best?

Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023

2023 | conference-paper

Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

Medical Image Analysis

2022 | journal-article

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

Sensors

2022 | journal-article

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

ICBRA 2022 - Proceedings of 2022 9th International Conference on Bioinformatics Research and Applications

2022 | conference-paper

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

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

Journal of Biomedical Informatics

2022 | journal-article

3D Facial Landmark Localization for cephalometric analysis

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

2022 | conference-paper

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

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

2022 | conference-paper

A sensorized needle guide for ultrasound assisted breast biopsy

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

2022 | conference-paper

Analysis of Current Deep Learning Networks for Semantic Segmentation of Anatomical Structures in Laparoscopic Surgery

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

2022 | conference-paper

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

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

2022 | conference-paper

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

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

2022 | conference-paper

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

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

2022 | conference-paper

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

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

2022 | conference-paper

Feasibility Study on Automatic Surgical Phase Identification based on Speech Recognition for Laparoscopic Prostatectomy

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

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

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

Medical Imaging 2022: Image Processing

2022 | conference-paper

Automated segmentation of normal and diseased coronary arteries – The ASOCA challenge

Computerized Medical Imaging and Graphics

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

A Robotic and Game-Based Framework for Assisted Upper Limb Rehabilitation

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

2022 | conference-paper

Device for assisting in collecting a biological sample from a subject using a collection needle (PP 20222004337092)

2022 | disclosure

ECG classification using Artificial Intelligence

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

2022 | conference-paper

Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities (PP 20221000002549)

2022 | disclosure

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

2022 E-Health and Bioengineering Conference (EHB)

2022 | conference-paper

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

2021 IEEE 9th International Conference on Serious Games and Applications for Health(SeGAH)

2021 | conference-paper

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

2021 IEEE 9th International Conference on Serious Games and Applications for Health(SeGAH)

2021 | conference-paper

Exploring current communication frameworks for medical teleoperation

2021 IEEE 9th International Conference on Serious Games and Applications for Health(SeGAH)

2021 | conference-paper

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

Machine Vision and Applications

2020 | journal-article

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

IEEE Journal of Biomedical and Health Informatics

2020 | journal-article

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

2020 | conference-paper

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

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control

2020 | journal-article

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

Device and operating method thereof for laser treatment of vein

2019 | disclosure

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

IFIP Advances in Information and Communication Technology

2019 | conference-paper

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

2019 | conference-paper

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

Autosegmentation for thoracic radiation treatment planning: A grand challenge at AAPM 2017

Medical Physics

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

Automatic Multi-organ Segmentation of Ventral Cavity in 3D Computed Tomography

2016 | dissertation-thesis

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

MoLa R10k InCar Dataset Pt2.

| data-set

MoLa R8.7k InCar Dataset. http://dx.doi.org/10.17632/724c998h9c.1.

| data-set