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Maria Antico
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Siam-U-Net: encoder-decoder siamese network for knee cartilage tracking in ultrasound images
M Dunnhofer, M Antico, F Sasazawa, Y Takeda, S Camps, N Martinel, ...
Medical Image Analysis 60, 101631, 2020
422020
Ultrasound guidance in minimally invasive robotic procedures
M Antico, F Sasazawa, L Wu, A Jaiprakash, J Roberts, R Crawford, ...
Medical image analysis 54, 149-167, 2019
362019
Deep learning-based femoral cartilage automatic segmentation in ultrasound imaging for guidance in robotic knee arthroscopy
M Antico, F Sasazawa, M Dunnhofer, SM Camps, AT Jaiprakash, ...
Ultrasound in medicine & biology 46 (2), 422-435, 2020
242020
Robotic and image-guided knee arthroscopy
L Wu, A Jaiprakash, AK Pandey, D Fontanarosa, Y Jonmohamadi, ...
Handbook of robotic and image-guided surgery, 493-514, 2020
202020
Real-time adaptive planning method for radiotherapy treatment delivery for prostate cancer patients, based on a library of plans accounting for possible anatomy configuration …
M Antico, P Prinsen, F Cellini, A Fracassi, AA Isola, D Cobben, ...
PLoS One 14 (2), e0213002, 2019
172019
Segmentation of femoral cartilage from knee ultrasound images using mask R-CNN
G Kompella, M Antico, F Sasazawa, S Jeevakala, K Ram, D Fontanarosa, ...
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
132019
Automatic quality assessment of transperineal ultrasound images of the male pelvic region, using deep learning
SM Camps, T Houben, G Carneiro, C Edwards, M Antico, M Dunnhofer, ...
Ultrasound in medicine & biology 46 (2), 445-454, 2020
122020
One-class Gaussian process regressor for quality assessment of transperineal ultrasound images
S Camps, T Houben, D Fontanarosa, C Edwards, M Antico, M Dunnhofer, ...
Proceedings of the 1st International Conference on Medical Imaging with Deep …, 2018
82018
4D Ultrasound-based knee joint atlas for robotic knee arthroscopy: a feasibility study
M Antico, F Sasazawa, Y Takeda, AT Jaiprakash, ML Wille, AK Pandey, ...
IEEE Access 8, 146331-146341, 2020
62020
Bayesian CNN for segmentation uncertainty inference on 4D ultrasound images of the femoral cartilage for guidance in robotic knee arthroscopy
M Antico, F Sasazawa, Y Takeda, AT Jaiprakash, ML Wille, AK Pandey, ...
IEEE Access 8, 223961-223975, 2020
52020
Deep learning for US image quality assessment based on femoral cartilage boundary detection in autonomous knee arthroscopy
M Antico, D Vukovic, SM Camps, F Sasazawa, Y Takeda, ATH Le, ...
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 67 …, 2020
52020
Automatic Deep Learning-Based Consolidation/Collapse Classification in Lung Ultrasound Images for COVID-19 Induced Pneumonia
N Durrani, D Vukovic, J van der Burgt, M Antico, RJG van Sloun, D Canty, ...
22022
Towards Robotic Knee Arthroscopy: creating a 3D ultrasound based knee atlas to introduce 4D ultrasonography as robotic vision modality for guidance
F Sasazawa, M Antico, AK Pandey, JM Roberts, N Iwasaki, RW Crawford, ...
Orthopedic Research Society 2019 Annual Meeting, 2019
22019
Comparison between conventional IMRT Planning and a novel real-time adaptive planning strategy in hypofractionated regimes for prostate cancer: A proof-of-concept planning study
M Antico, P Prinsen, A Fracassi, A Isola, D Cobben, D Fontanarosa
Healthcare 7 (4), 153, 2019
12019
Quality assessment of transperineal ultrasound images of the male pelvic region using deep learning
S Camps, T Houben, C Edwards, M Antico, M Dunnhofer, E Martens, ...
2018 IEEE International Ultrasonics Symposium (IUS), 1-4, 2018
12018
Automatic 3D MRI-Ultrasound Registration for Image Guided Arthroscopy
G Kompella, J Singarayan, M Antico, F Sasazawa, T Yu, K Ram, ...
Applied Sciences 12 (11), 5488, 2022
2022
Ultrasound Imaging Offers Promising Alternative to Create 3-D Models for Personalised Auricular Implants
MT Ross, M Antico, KL McMahon, J Ren, SK Powell, AK Pandey, ...
Ultrasound in Medicine & Biology 48 (3), 450-459, 2022
2022
Assessment of spinal curvatures in static postures using localized 3D ultrasound: A proof-of-concept study
M Antico, D Fontanarosa
TechRxiv, 2022
2022
Arthroscope localization in 3D ultrasound volumes using weakly supervised deep learning
JMA van der Burgt, SM Camps, M Antico, G Carneiro, D Fontanarosa
Applied Sciences 11 (15), 6828, 2021
2021
Deep Learning-based automatic segmentation for reconstructing vertebral anatomy of Healthy Adolescents and Patients with Adolescent Idiopathic Scoliosis (AIS) Using MRI Data
M Antico, JP Little, H Jennings, G Askin, RD Labrom, D Fontanarosa, ...
IEEE Access 9, 86811-86823, 2021
2021
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