Andrea Mastropietro
Biography
Position
- 2019 - present: Ph.D. Student in Data Science (Sapienza University of Rome)
Research visits
- Sept 2022 - Feb 2023: University of Bonn (Germany) - Life Science Informatics and Data Science Department
Education
- 2017 - 2019: MSc in Engineering in Computer Science (Sapienza University of Rome)
- 2014 - 2017: BSc in Computer and System Engineering (Sapienza University of Rome)
Position
- 2019 - present: Ph.D. Student in Data Science (Sapienza University of Rome)
Research visits
- Sept 2022 - Feb 2023: University of Bonn (Germany) - Life Science Informatics and Data Science Department
Education
- 2017 - 2019: MSc in Engineering in Computer Science (Sapienza University of Rome)
- 2014 - 2017: BSc in Computer and System Engineering (Sapienza University of Rome)
Research interest
- Deep learning
- Machine Learning
- Bioinformatics
- Network Medicine
- Chemoinformatics
Membro di
Ultime pubblicazioni
| NIAPU: Network-Informed Adaptive Positive-Unlabeled learning for disease gene identification on BIOINFORMATICS | 2023 |
| XGDAG: explainable gene–disease associations via graph neural networks on BIOINFORMATICS | 2023 |
| EdgeSHAPer: Bond-Centric Shapley Value-Based Explanation Method for Graph Neural Networks on ISCIENCE | 2022 |
| Network Proximity-Based Drug Repurposing Strategy for Early and Late Stages of Primary Biliary Cholangitis on BIOMEDICINES | 2022 |
| NETWORK PROXIMITY-BASED DRUG REPURPOSING STRATEGY FOR PRIMARY BILIARY CHOLANGITIS on DIGESTIVE AND LIVER DISEASE | 2022 |
| PROCONSUL: PRObabilistic exploration of CONnectivity Significance patterns for disease modULe discovery on 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) | 2022 |
| Protocol to explain graph neural network predictions using an edge-centric Shapley value-based approach on STAR PROTOCOLS | 2022 |