Di DONATO, GUIDO WALTER
Di DONATO, GUIDO WALTER
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Graph Machine Learning approach to Automatic Dementia Detection
2023-01-01 Stoppa, Edoardo; Di Donato, Guido Walter; Poles, Isabella; D’Arnese, Eleonora; Parde, Natalie; Santambrogio, Marco Domenico
A Novel Methodology for a Comprehensive Analysis of Genomic Sequence-to-Graph Alignment Tools
2025-01-01 Coggi, Mirko; Di Donato, Guido Walter; Santambrogio, Marco Domenico
An embedded Gabor-based palm vein recognition system
2017-01-01 Cancian, P.; Di DONATO, GUIDO WALTER; Rana, V.; Santambrogio, M. D.
An Unsupervised Approach to Speed Up the Training of Multiple Models on Biomedical KGs
2024-01-01 De Grandis, Leonardo; Di Donato, Guido W.; Santambrogio, Marco D.
Complex Data Imputation by Auto-Encoders and Convolutional Neural Networks—A Case Study on Genome Gap-Filling
2020-01-01 Cappelletti, Luca; Fontana, Tommaso; Di Donato, Guido Walter; Di Tucci, Lorenzo; Casiraghi, Elena; Valentini, Giorgio
Computer-Aided Dementia Detection: How Informative Are Your Features?
2022-01-01 Stoppa, E.; Di Donato, G. W.; Parde, N.; Santambrogio, M. D.
Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding
2021-01-01 Ramalli, Edoardo; Parravicini, Alberto; Di Donato, Guido W.; Salaris, Mirko; Hudelot, Celine; Santambrogio, Marco D.
Exploring the Runtime Performance of Knowledge Graph Embedding Methods
2021-01-01 Valeriani, A. S.; Di Donato, G. W.; Santambrogio, M. D.
Fraud Prevention and Detection on Heterogeneous Information Networks with Deep Graph Infomax
2021-01-01 Racchi, N.; Parravicini, A.; Di Donato, G. W.; Santambrogio, M. D.
Leveraging succinct data structures for DNA sequence mapping on FPGA
2020-01-01 Di Donato, G. W.; Zeni, A.; Di Tucci, L.; Santambrogio, M. D.
Method for the alignment of sequence reads to cyclic genome graphs on heterogeneous computing systems
2022-01-01 Di Donato, G. W.; Zeni, A.; Coggi, M.; Bruno, G.; Santambrogio, M. D.
Methods for the alignment of sequence reads to non-acyclic genome graphs on heterogeneous computing systems
2023-01-01 Di Donato, G. W.; Zeni, A.; Coggi, M.; Bruno, G.; Santambrogio, M. D.
On the Automation of Radiomics-Based Identification and Characterization of NSCLC
2022-01-01 D'Arnese, Eleonora; Donato, Guido Walter Di; Sozzo, Emanuele Del; Sollini, Martina; Sciuto, Donatella; Santambrogio, Marco Domenico
On the Genome Sequence Alignment FPGA Acceleration via KSW2z
2023-01-01 Zeni, A.; Di Donato, G. W.; Valle, A. D.; Carloni, F.; Santambrogio, M. D.
On the optimization of GWFA algorithm: enabling real-case applications supporting alignment backtracking
2024-01-01 Coggi, Mirko; Sgarlata, Antonio; Di Donato, Guido Walter; Santambrogio, Marco Domenico
The Importance of Being X-Drop: High Performance Genome Alignment on Reconfigurable Hardware
2021-01-01 Zeni, A.; Di Donato, G. W.; Di Tucci, L.; Rabozzi, M.; Santambrogio, M. D.
Towards an automatic imaging biopsy of non-small cell lung cancer
2019-01-01 D'Arnese, Eleonora; Di Donato, G. W.; Del Sozzo, E.; Santambrogio, M. D.
Towards Graph Machine Learning for Smart Grid Knowledge Graphs in Industrial Scenarios
2021-01-01 Di Donato, G. W.; Damiani, A.; Parravicini, A.; Bionda, E.; Soldan, F.; Tornelli, C.; Santambrogio, M. D.