Pietro Lio | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Multimodal and multicontrast image fusion via deep generative models	INFORMATION FUSION	2022
StackDPPIV: A novel computational approach for accurate prediction of dipeptidyl peptidase IV (DPP-IV) inhibitory peptides	METHODS	2022
SAPPHIRE: A stacking-based ensemble learning framework for accurate prediction of thermophilic proteins	COMPUTERS IN BIOLOGY AND MEDICINE	2022
AMYPred-FRL is a novel approach for accurate prediction of amyloid proteins by using feature representation learning	SCIENTIFIC REPORTS	2022
StackPR is a new computational approach for large-scale identification of progesterone receptor antagonists using the stacking strategy	SCIENTIFIC REPORTS	2022
Early downregulation of hsa-miR-144-3p in serum from drug-naïve Parkinson’s disease patients	SCIENTIFIC REPORTS	2022
Metabolite and lipoprotein profiles reveal sex-related oxidative stress imbalance in de novo drug-naive Parkinson’s disease patients	NPJ PARKINSON'S DISEASE	2022
Cell graph neural networks enable the precise prediction of patient survival in gastric cancer	NPJ PRECISION ONCOLOGY	2022
3D Infomax improves GNNs for Molecular Property Prediction	International Conference on Machine Learning, 17-23 July 2022, Baltimore, Maryland, USA	2022
Entropy-Based Logic Explanations of Neural Networks	Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022	2022
AI-Based Reconstruction for Fast MRI-A Systematic Review and Meta-Analysis	PROCEEDINGS OF THE IEEE	2022
SCORPION is a stacking-based ensemble learning framework for accurate prediction of phage virion proteins	SCIENTIFIC REPORTS	2022
Modeling Brain–Heart Crosstalk Information in Patients with Traumatic Brain Injury	NEUROCRITICAL CARE	2022
Adversarial generation of gene expression data	BIOINFORMATICS	2022
SCMTHP: A New Approach for Identifying and Characterizing of Tumor-Homing Peptides Using Estimated Propensity Scores of Amino Acids	PHARMACEUTICS	2022
Transcriptional biomarkers of response to pharmacological treatments in severe mental disorders: A systematic review	EUROPEAN NEUROPSYCHOPHARMACOLOGY	2022
Empirical comparison and analysis of machine learning-based predictors for predicting and analyzing of thermophilic proteins	EXCLI JOURNAL	2022
iAMAP-SCM: A Novel Computational Tool for Large-Scale Identification of Antimalarial Peptides Using Estimated Propensity Scores of Dipeptides	ACS OMEGA	2022
Heterogeneous Model Fusion Federated Learning Mechanism Based on Model Mapping	IEEE INTERNET OF THINGS JOURNAL	2022
Unsupervised construction of computational graphs for gene expression data with explicit structural inductive biases	BIOINFORMATICS	2022