Synthical logo
Synthical
Your space
Profile
Activity
Favorites
Folders
Feeds
All articles
Contacts
About
Simple
Original

Articles by Leonardo Rundo

A Self-Supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer
24 July 2024 by Inês Machado and others
Computer Vision and Pattern Recognition
Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation
1 November 2022 by Michael Yeung and others
Image and Video Processing, Artificial Intelligence
Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation
20 September 2022 by Thomas Buddenkotte and others
Machine Learning, Computer Vision and Pattern Recognition
SMGen: A generator of synthetic models of biochemical reaction networks
11 January 2022 by S. Riva and others at LogoUniversity of Bergamo
Systems Biology
Focal Attention Networks: optimising attention for biomedical image segmentation
31 October 2021 by Michael Yeung and others
Image and Video Processing, Artificial Intelligence
Incorporating Boundary Uncertainty into loss functions for biomedical image segmentation
31 October 2021 by Michael Yeung and others
Image and Video Processing, Artificial Intelligence
FiCoS: a fine- and coarse-grained GPU-powered deterministic simulator for biochemical networks
9 September 2021 by A. Tangherloni and others at LogoUniversity of Bergamo
Systems Biology
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy
22 June 2021 by Michael Yeung and others
Image and Video Processing, Computer Vision and Pattern Recognition
Computer-Assisted Analysis of Biomedical Images
4 June 2021 by Leonardo Rundo
Image and Video Processing, Computer Vision and Pattern Recognition
Generalised Focal Loss: Unifying Dice and Cross Entropy-based Losses to Handle Class Imbalanced Medical Image Segmentation
18 May 2021 by Michael Yeung and others
Image and Video Processing, Computer Vision and Pattern Recognition
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction
12 October 2020 by Changhee Han and others
Computer Vision and Pattern Recognition, Machine Learning
ACDC: Automated Cell Detection and Counting for Time-lapse Fluorescence Microscopy
7 September 2020 by L. Rundo and others at LogoUniversity of Bergamo
Bioinformatics
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
15 May 2020 by Maureen Van Eijnatten and others
Image and Video Processing, Computer Vision and Pattern Recognition
Bridging the gap between AI and Healthcare sides: towards developing clinically relevant AI-powered diagnosis systems
6 April 2020 by Changhee Han and others
Computer Vision and Pattern Recognition, Machine Learning
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection
19 September 2019 by Changhee Han and others
Image and Video Processing, Artificial Intelligence
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection
12 August 2019 by Changhee Han and others
Computer Vision and Pattern Recognition, Image and Video Processing
USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets
17 July 2019 by Leonardo Rundo and others
Computer Vision and Pattern Recognition, Machine Learning
GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis
20 June 2019 by Changhee Han and others
Image and Video Processing, Computer Vision and Pattern Recognition
CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study
29 March 2019 by Claudio Ferretti and others
Computer Vision and Pattern Recognition, Artificial Intelligence
Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection
29 March 2019 by Leonardo Rundo and others
Computer Vision and Pattern Recognition, Artificial Intelligence
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images
3 March 2019 by Changhee Han and others
Computer Vision and Pattern Recognition, Machine Learning
GenHap: A Novel Computational Method Based on Genetic Algorithms for Haplotype Assembly
18 December 2018 by Andrea Tangherloni and others
Genomics