Browsing by Author "Babin, Danilo"
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Publication 3D U-Net based method for fast segmentation of whole heart from CT images
Proceedings paper2022, ELMAR 64th International Symposium, SEP 12-14, 2022, p.159-164Publication A Review On digital image processing techniques for in-Vivo confocal images of the cornea
Journal article review2021, MEDICAL IMAGE ANALYSIS, 73, p.102188Publication A survey of left atrial appendage segmentation and analysis in 3D and 4D medical images
Proceedings paper2021, 28th International Conference on Systems, Signals and Image Processing (IWSSIP 2021), 02-04-06-2021, p.1-12Publication Abdominal aortic aneurysm segmentation from CT images using modified 3D U-net with deep supervision
Proceedings paper2020, 2020 International Symposium ELMAR, 14/09/2020, p.123-128Publication Artificial intelligence outperforms humans in morphology-based oocyte selection in cattle
Journal article2025, SCIENTIFIC REPORTS, (15) 1, p.21829Publication Centerline tracking of the single coronary artery from X-ray angiograms
Proceedings paper2020, 2020 International Symposium ELMAR, 14/09/2020, p.117-121Publication Clinical Validation of Deep Learning for Real-Time Tissue Oxygenation Estimation Using Spectral Imaging
Proceedings paper2026, Medical Image Computing and Computer Assisted Intervention – MICCAI 2025, 2025-09-23, p.119-126Publication Deep-Learning Based Quantification of Bovine Oocyte Quality From Microscopy Images
Proceedings paper2023, 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), JUL 24-27, 2023Publication Directed Graph Analysis on Theta-Gamma Phase-Amplitude Coupling: Insights into Parkinson Disease EEG Data
Proceedings paper2024, 32nd European Signal Processing Conference (EUSIPCO), AUG 26-30, 2024, p.1541-1545Publication Estimation of the left ventricle volume using semantic segmentation
Proceedings paper2019, IEEE 61st International Symposium ELMAR-2019, 23/09/2019, p.39-44Publication Guiding Myocardial Revascularization by Algorithmic Interpretation of FFR Pullback Curves: A Proof of Concept Study
Journal article2021, FRONTIERS IN CARDIOVASCULAR MEDICINE, 8, p.623841Publication Large Scale in vivo Acquisition, Segmentation and 3D Reconstruction of Cortical Vasculature using µDoppler Ultrasound Imaging
Journal article2025, NEUROINFORMATICS, (23) 1, p.5Publication Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure
Journal article2019, Computers in Biology and Medicine, 104, p.163-174Publication Modeling endovascular embolization for cerebral arteriovenous malformations: A review from lumped parameters models to patient-specific CFD
Journal article review2026, BIOPHYSICS REVIEWS, (7) 1, p.011305Publication Multispectral indices for real-time and non-invasive tissue ischemia monitoring using snapshot cameras
Journal article2024, BIOMEDICAL OPTICS EXPRESS, (15) 2, p.641-655Publication Myocardial disease and ventricular arrhythmia in Marfan syndrome: a prospective study
Journal article2020, Orphanet Journal of Rare Diseases, 15, p.300Publication Neural network algorithm for detection of erosions and ankylosis on CT of the sacroiliac joints: multicentre development and validation of diagnostic accuracy
Journal article2023, EUROPEAN RADIOLOGY, (33) 11, p.8310-8323Publication Neural network based Whole Heart Segmentation from 3D CT images
Journal article2020, International Journal of Electrical and Computer Engineering Systems, (11) 1, p.25-31Publication Overview of the whole heart and heart chamber segmentation methods
Journal article2020, Cardiovascular Engineering and Technology, 11, p.725-747Publication Proximal aortic stiffening in Turner patients may be present before dilation can be detected: a segmental functional MRI study
Journal article2017, Journal of Cardiovascular Magnetic Resonance, 19, p.1-12