Pietro Lio | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
How Framelets Enhance Graph Neural Networks	Proceedings of Machine Learning Research	2021
Resilience learning through self adaptation in digital twins of human-cyber-physical systems	2021 IEEE International Conference on Cyber Security and Resilience (CSR)	2021
A Multiscale Graph Convolutional Network Using Hierarchical Clustering	Advances in Information and Communication	2021
Temporal pointwise convolutional networks for length of stay prediction in the intensive care unit	CHIL '21: Proceedings of the Conference on Health, Inference, and Learning	2021
An Effective Loss Function for Generating 3D Models from Single 2D Image Without Rendering	Artificial Intelligence Applications and Innovations	2021
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans	NATURE MACHINE INTELLIGENCE	2021
A Multiplex Social Contagion Dynamics Model to Shape and Discriminate D2D Content Dissemination	IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING	2021
ML-SIM: Universal reconstruction of structured illumination microscopy images using transfer learning	BIOMEDICAL OPTICS EXPRESS	2021
Teaching sustainability as complex systems approach: a sustainable development goals workshop	INTERNATIONAL JOURNAL OF SUSTAINABILITY IN HIGHER EDUCATION	2021
Pathogenetic profiling of COVID-19 and SARS-like viruses	BRIEFINGS IN BIOINFORMATICS	2021
From Infection to Immunity: Understanding the Response to SARS-CoV2 Through In-Silico Modeling	FRONTIERS IN IMMUNOLOGY	2021
A Fine-Grained IoT Data Access Control Scheme Combining Attribute-Based Encryption and Blockchain	SECURITY AND COMMUNICATION NETWORKS	2021
Deep convolutional neural networks based ECG beats classification to diagnose cardiovascular conditions	BIOMEDICAL ENGINEERING LETTERS	2021
Evolution toward beta common chain receptor usage links the matrix proteins of HIV-1 and its ancestors to human erythropoietin	PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA	2021
Advantages of using graph databases to explore chromatin conformation capture experiments	BMC BIOINFORMATICS	2021
Ibitter‐fuse: A novel sequence‐based bitter peptide predictor by fusing multi‐view features	INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES	2021
Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits	NPJ SYSTEMS BIOLOGY AND APPLICATIONS	2021
Deep Learning Enables Fast and Accurate Imputation of Gene Expression	FRONTIERS IN GENETICS	2021
Signal metrics analysis of oscillatory patterns in bacterial multi-omic networks	BIOINFORMATICS	2021
How artificial intelligence and machine learning can help healthcare systems respond to COVID-19	MACHINE LEARNING	2021