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 paper2021-06-04, 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-JUL 1, SCIENTIFIC REPORTS, (15) 1Publication 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 paper2025, Medical Image Computing and Computer Assisted Intervention – MICCAI 2025, 2025-09-23, p.1Publication 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-JAN, 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 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.1-12Publication Real-time Hyperspectral Imaging for Non-invasive Monitoring of Tissue Ischemia
Proceedings paper2023, IEEE Sensors Conference, OCT 29-NOV 01, 2023