Monica Bianchini - Publications, H-index & Citations

Monica Bianchini

university of siena

30H指数

185论文数

4.3K被引数

收录论文 28

发表时间

Untargeted Metabolomics for Profiling of Cascara, Senna, Rhubarb, and Frangula Metabolites 非靶向代谢组学在 Cascara、Senna、Rhubarb 和 Frangula 代谢物分析中的应用

Metabolites

IF3.7

2026-03-04

OAAI

Paola Nezi; Alessia Lucia Prete; Filippo Costanti; Vittoria Cicaloni; Mattia Cicogni; Laura Tinti; Laura Salvini; Monica Bianchini

Training dynamics of GANs through the lens of persistent homology 通过持久同调观察GAN的训练动态

Neurocomputing

IF6.5

2025-10-31

OAAI

Barbara Toniella Corradini; Ben Cullen; Caterina Gallegati; Sara Marziali; Giuseppe Alessio D’Inverno; Monica Bianchini; Franco Scarselli

Leveraging Molecular Graphs for Natural Product Classification 利用分子图进行天然产物分类

Computational and Structural Biotechnology Journal

IF4.1

2025-09-05

OAAI

Alessia Lucia Prete; Barbara Toniella Corradini; Filippo Costanti; Franco Scarselli; Monica Bianchini

Leveraging synthetic data for zero–shot and few–shot circle detection in real–world domains 利用合成数据进行真实世界场景中的零样本与小样本圆检测

Pattern Recognition

IF7.6

2025-09-04

OAAI

Paolo Andreini; Marco Tanfoni; Simone Bonechi; Monica Bianchini

MOLGMP: A Markov approach for molecular graph generation with GNNs MOLGMP：一种基于GNN的分子图生成的马尔可夫方法

Neurocomputing

IF6.5

2025-07-24

OAAI

Benoıt Goupil; Antonin Joly; Niccoló Pancino; Pietro Bongini; Franco Scarselli; Monica Bianchini

A smart virtual keyboard to improve communication of locked-in patients

COMPUTER STANDARDS & INTERFACES

IF3.1

2025-04-01

PREAI

Prete, Alessia Lucia; Andreini, Paolo; Bonechi, Simone; Bianchini, Monica

VC dimension of Graph Neural Networks with Pfaffian activation functions

NEURAL NETWORKS

IF6.3

2025-02-01

OAAI

D'Inverno, Giuseppe Alessio; Bianchini, Monica; Scarselli, Franco

A topological description of loss surfaces based on Betti Numbers

NEURAL NETWORKS

IF6.3

2024-10-01

OAAI

Bucarelli, Maria Sofia; D'Inverno, Giuseppe Alessio; Bianchini, Monica; Scarselli, Franco; Silvestri, Fabrizio

A Deep Learning Approach to the Prediction of Drug Side-Effects on Molecular Graphs

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2023-11-01

OAAI

Bongini, Pietro; Messori, Elisa; Pancino, Niccolo; Bianchini, Monica

Modular Multi-Source Prediction of Drug Side-Effects With DruGNN

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2023-03-01

OAAI

Bongini, Pietro; Scarselli, Franco; Bianchini, Monica; Dimitri, Giovanna Maria; Pancino, Niccolo; Lio, Pietro

Towards learning trustworthily, automatically, and with guarantees on graphs: An overview

NEUROCOMPUTING

IF6.5

2022-07-01

PREAI

Oneto, Luca; Navarin, Nicolo; Biggio, Battista; Errica, Federico; Micheli, Alessio; Scarselli, Franco; Bianchini, Monica; Demetrio, Luca; Bongini, Pietro; Tacchella, Armando; Sperduti, Alessandro

Structural Bioinformatic Survey of Protein-Small Molecule Interfaces Delineates the Role of Glycine in Surface Pocket Formation

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2022-05-01

PREAI

Bongini, Pietro; Niccolai, Neri; Trezza, Alfonso; Mangiavacchi, Guido; Santucci, Annalisa; Spiga, Ottavia; Bianchini, Monica; Gardini, Simone

Smart Gravimetric System for Enhanced Security of Accesses to Public Places Embedding a MobileNet Neural Network Classifier

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2022-01-01

PREAI

Addabbo, Tommaso; Fort, Ada; Mugnaini, Marco; Vignoli, Valerio; Intravaia, Matteo; Tani, Marco; Bianchini, Monica; Scarselli, Franco; Corradini, Barbara Toniella

Molecular generative Graph Neural Networks for Drug Discovery 用于药物发现的分子生成图神经网络

NEUROCOMPUTING

IF6.5

2021-08-01

OAAI

Bongini, Pietro; Bianchini, Monica; Scarselli, Franco

Multi-Modal Siamese Network for Diagnostically Similar Lesion Retrieval in Prostate MRI

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-03-01

OAAI

Rossi, Alberto; Hosseinzadeh, Matin; Bianchini, Monica; Scarselli, Franco; Huisman, Henkjan

Weak supervision for generating pixel-level annotations in scene text segmentation

PATTERN RECOGNITION LETTERS

IF3.3

2020-10-01

OAAI

Bonechi, Simone; Bianchini, Monica; Scarselli, Franco; Andreini, Paolo

Modelling Taxi Drivers' Behaviour for the Next Destination Prediction

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2020-07-01

194

PREAI

Rossi, Alberto; Barlacchi, Gianni; Bianchini, Monica; Lepri, Bruno

AKUImg: A database of cartilage images of Alkaptonuria patients

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2020-07-01

PREAI

Rossi, Alberto; Giacomini, Giorgia; Cicaloni, Vittoria; Galderisi, Silvia; Milella, Maria Serena; Bernini, Andrea; Millucci, Lia; Spiga, Ottavia; Bianchini, Monica; Santucci, Annalisa

Image generation by GAN and style transfer for agar plate image segmentation

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2020-02-01

PREAI

Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Mecocci, Alessandro; Scarselli, Franco

A new integrated and interactive tool applicable to inborn errors of metabolism: Application to alkaptonuria

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2018-12-01

PREAI

Spiga, Ottavia; Cicaloni, Vittoria; Zatkova, Andrea; Millucci, Lia; Bernardini, Giulia; Bernini, Andrea; Marzocchi, Barbara; Bianchini, Monica; Zugarini, Andrea; Rossi, Alberto; Zazzeri, Matteo; Trezza, Alfonso; Frediani, Bruno; Ranganath, Lakshminarayan; Braconi, Daniela; Santucci, Annalisa

研究方向