Joao Luis Araujo Martins Vilaca
AuthID: R-000-71J
11
TITLE: Surgical video analysis using an Ensemble of Multi-task Recurrent Convolutional Neural Networks
AUTHORS: Oliveira, B.; Torres, H. R.; Morais, P. ; Vilaca, J. L.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, VOLUME: 13408
AUTHORS: Oliveira, B.; Torres, H. R.; Morais, P. ; Vilaca, J. L.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, VOLUME: 13408
12
TITLE: Intuitive control of a Transesophageal Probe through a novel Electromechanical Robotic System
AUTHORS: Oliveira, B.; Torres, H. R.; Veloso, F.; Morais, P. ; Vilaca, J. L.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, VOLUME: 13408
AUTHORS: Oliveira, B.; Torres, H. R.; Veloso, F.; Morais, P. ; Vilaca, J. L.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, VOLUME: 13408
13
TITLE: Digitization of Medical Device Displays Using Deep Learning Models: A Comparative Study
AUTHORS: Ferreira, Pedro; Lobo, Pedro; Reis, Filipa; Vilaca, Joao L.; Morais, Pedro;
PUBLISHED: 2025, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 15, ISSUE: 10
AUTHORS: Ferreira, Pedro; Lobo, Pedro; Reis, Filipa; Vilaca, Joao L.; Morais, Pedro;
PUBLISHED: 2025, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 15, ISSUE: 10
14
TITLE: Hybrid Contour and Distance-based Loss for Enhanced Bladder and Prostate Segmentation in CT Images
AUTHORS: Ribeiro, Raul Ferrete; Torresa, Helena R.; Moane, Siobhan; Morais, Pedro; Vilaca, Joao L.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE PROCESSING, VOLUME: 13406
AUTHORS: Ribeiro, Raul Ferrete; Torresa, Helena R.; Moane, Siobhan; Morais, Pedro; Vilaca, Joao L.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE PROCESSING, VOLUME: 13406
15
TITLE: Difference Map-Enhanced Dice Loss for Fetal Brain Segmentation
AUTHORS: Costa, Francisca P.; Oliveira, Bruno; Vilaca, Joao L.; Fonseca, Jaime C.; Torres, Helena R.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE PROCESSING, VOLUME: 13406
AUTHORS: Costa, Francisca P.; Oliveira, Bruno; Vilaca, Joao L.; Fonseca, Jaime C.; Torres, Helena R.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE PROCESSING, VOLUME: 13406
16
TITLE: Optimizing 3D UNet for Real-Time Kidney Segmentation in 3D Ultrasound: A Comparative Study of Loss Functions
AUTHORS: Valente, S.; Torres, H.; Morais, P.; Fritz, A.; Buschle, L.; Lima, E.; Vilaca, J. L.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE PROCESSING, VOLUME: 13406
AUTHORS: Valente, S.; Torres, H.; Morais, P.; Fritz, A.; Buschle, L.; Lima, E.; Vilaca, J. L.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE PROCESSING, VOLUME: 13406
17
TITLE: Automatic Detection of Standard Anatomical Planes of the Fetal Brain from 3D Ultrasound Volumes
AUTHORS: Torres, Helena R.; Morais, Pedro; Fritze, Anne; Birdir, Cahit; Ruediger, Mario; Vilaca, Joao L.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE PROCESSING, VOLUME: 13406
AUTHORS: Torres, Helena R.; Morais, Pedro; Fritze, Anne; Birdir, Cahit; Ruediger, Mario; Vilaca, Joao L.;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE PROCESSING, VOLUME: 13406
18
TITLE: Comparative study of segmentation deep learning networks in 2D echocardiography images
AUTHORS: Lobo, Pedro; Ribeiro, Raul Ferrete; Pereira, Sergio G.; Vilaca, Joao J.; Morais, Pedro;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGING INFORMATICS, VOLUME: 13411
AUTHORS: Lobo, Pedro; Ribeiro, Raul Ferrete; Pereira, Sergio G.; Vilaca, Joao J.; Morais, Pedro;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGING INFORMATICS, VOLUME: 13411
19
TITLE: A Deep Learning Strategy for Automatic Sizing of the Left Atrial Appendage Occluding Device in 2D Transesophageal Echocardiography Images
AUTHORS: Fernandes, Rafael; Vilaca, Joao L.; Barbosa, Luis C. N.; Real, Antonio; Fan, Yiting; Fei, Yu; Lee, Alex Pui Wai; Morais, Pedro;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, VOLUME: 13408
AUTHORS: Fernandes, Rafael; Vilaca, Joao L.; Barbosa, Luis C. N.; Real, Antonio; Fan, Yiting; Fei, Yu; Lee, Alex Pui Wai; Morais, Pedro;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, VOLUME: 13408
20
TITLE: Automatic Initialization of the Left Atrial Appendage Centerline in 3D TEE Images Using Deep Learning
AUTHORS: Barbosa, Luis C. N.; Fan, Yiting; Zhao, CX; Lee, Alex P.; Moane, Siobhan; Vilaca, Joao L.; Morais, Pedro;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: ULTRASONIC IMAGING AND TOMOGRAPHY, VOLUME: 13412
AUTHORS: Barbosa, Luis C. N.; Fan, Yiting; Zhao, CX; Lee, Alex P.; Moane, Siobhan; Vilaca, Joao L.; Morais, Pedro;
PUBLISHED: 2025, SOURCE: 2025 Conference on Medical Imaging in MEDICAL IMAGING 2025: ULTRASONIC IMAGING AND TOMOGRAPHY, VOLUME: 13412
