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Francesco Fontanella

European University of Technology

24H指数
124论文数
1.7K被引数
收录论文 28
发表时间
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AXIAL: Attention-based eXplainability for Interpretable Alzheimer’s Localized diagnosis using 2D CNNs on 3D MRI brain scans基于2D CNN的3D MRI脑部扫描中用于可解释阿尔茨海默病局部诊断的轴向：基于注意力的可解释性方法
errBMC Medical Informatics and Decision Making
IF3.8
err2026-09-29
err0
errOAAI
errGabriele Lozupone; Alessandro Bria; Francesco Fontanella; Frederick J. A. Meijer; Claudio De Stefano
err分享
err收藏
errPattern Recognition Letters
IF3.3
err2026-09-26
err0
errOAAI
errEmanuele Nardone; Claudio De Stefano; Francesco Fontanella; Alessandra Scotto di Freca
err分享
err收藏
Artificial Intelligence for Alzheimer’s disease screening via handwriting images acquired by smartphones基于智能手机获取的书写图像进行阿尔茨海默氏症筛查的人工智能
errEngineering Applications of Artificial Intelligence
IF8
err2026-08-25
err0
errOAAI
errEmanuele Nardone; Tiziana D’Alessandro; Claudio De Stefano; Alessandra Scotto di Freca; Francesco Fontanella
err分享
err收藏
Enriched resting-state EEG prediction of cognitive decline in prodromal Alzheimer's disease: a machine-learning approach富集静息态脑电图对阿尔茨海默病前驱期认知衰退的预测：一种机器学习方法
errClinical Neurophysiology
IF3.6
err2026-05-23
err0
errOAAI
errBabiloni, Claudio; Lopez, Susanna; Noce, Giuseppe; Del Percio, Claudio; Lizio, Roberta; Jakhar, Dharmendra; De Bartolo, Mina; Ferri, Raffaele; Carducci, Filippo; Catania, Valentina; Soricelli, Andrea; Salvatore, Marco; Arnaldi, Dario; Fama, Francesco; Brugnolo, Andrea; Pardini, Matteo; Giubilei, Franco; Stocchi, Fabrizio; Vacca, Laura; Coletti, Chiara; D'Antonio, Fabrizia; Bruno, Giuseppe; Guntekin, Bahar; Hanoglu, Lutfu; Yirikogullari, Harun; Yener, Gorsev; Russo, Giacomo; Marizzoni, Moira; Frisoni, Giovanni B.; Rotondo, Rossella; D'Alessandro, Tiziana; Cilia, Nicole Dalia; De Pandis, Maria Francesca; Santoro, Adolfo; Marziali, Simone; De Stefano, Claudio; Fontanella, Francesco
err分享
err收藏
Artificial Intelligence for Natural Products Drug Discovery in Neurodegenerative Therapies: A Review人工智能在神经退行性疾病天然产物药物发现中的应用：综述
errBiomolecules
IF4.8
err2026-01-15
err0
errOAAI
errFrancesco Fontanella; Tiziana D’Alessandro; Emanuele Nardone; Claudio De Stefano; Caterina Vicidomini; Giovanni N. Roviello
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err收藏
Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical Imaging – A Case Study on Alzheimer’s Disease潜态扩散自编码器：迈向高效且具有意义的医学影像无监督表示学习——以阿尔茨海默病为例
errMedical Image Analysis
IF11.8
err2026-01-07
err0
errOAAI
errGabriele Lozupone; Alessandro Bria; Francesco Fontanella; Frederick J.A. Meijer; Claudio De Stefano; Henkjan Huisman; the Alzheimer’s Disease initiative
err分享
err收藏
The Impact of Template Matching Threshold on Scribe Identification in Medieval Books模板匹配阈值对中世纪书籍誊写人识别的影响
errIMAGE ANALYSIS AND PROCESSING-ICIAP 2025 WORKSHOPS, PT II
IF0
err2026-01-01
err0
PREAI
errdi Freca, Alessandra Scotto; D'Alessandro, Tiziana; Fontanella, Francesco; Nardone, Emanuele; Pustovalova, Olga; De Stefano, Claudio
err分享
err收藏
Markerless Gait Analysis for Parkinson’s disease diagnosis: A study on machine learning integration and features explainability无标记步态分析用于帕金森病诊断：一项关于机器学习整合与特征可解释性的研究
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-12
err0
PREAI
errCesare Davide Pace; Alessandro Marco De Nunzio; Claudio De Stefano; Francesco Fontanella; Mario Molinara
err分享
err收藏
A Bayesian network combiner for multimodal handwriting analysis in Alzheimer's disease detection
errPATTERN RECOGNITION LETTERS
IF3.3
err2025-04-01
err0
PREAI
errNardone, Emanuele; D'Alessandro, Tiziana; De Stefano, Claudio; Fontanella, Francesco; di Freca, Alessandra Scotto
err分享
err收藏
Automatic feature extraction with Vectorial Genetic Programming for Alzheimer's Disease prediction through handwriting analysis
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2024-06-01
err5
PREAI
errAzzali, Irene; Cilia, Nicole D.; De Stefano, Claudio; Fontanella, Francesco; Giacobini, Mario; Vanneschi, Leonardo
err分享
err收藏
How word semantics and phonology affect handwriting of Alzheimer's patients: A machine learning based analysis
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-02-01
err2
errOAAI
errCilia, Nicole D.; De Stefano, Claudio; Fontanella, Francesco; Siniscalchi, Sabato Marco
err分享
err收藏
Comparing filter and wrapper approaches for feature selection in handwritten character recognition
errPATTERN RECOGNITION LETTERS
IF3.3
err2023-04-01
err11
PREAI
errCilia, Nicole Dalia; D'Alessandro, Tiziana; De Stefano, Claudio; Fontanella, Francesco; Freca, Alessandra Scotto di
err分享
err收藏
GA-Based Features Selection for Electro-chemical Impedance Spectroscopy on Lithium Iron Phosphate Batteries
err2023 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL SYSTEMS FOR AIRCRAFT, RAILWAY, SHIP PROPULSION AND ROAD VEHICLES & INTERNATIONAL TRANSPORTATION ELECTRIFICATION CONFERENCE, ESARS-ITEC
IF0
err2023-03-29
err2
PREAI
errBourelly, C.; Vitelli, M.; Milano, F.; Molinara, M.; Fontanella, F.; Ferrigno, L.
err分享
err收藏
EIS-Based SoC Estimation: A Novel Measurement Method for Optimizing Accuracy and Measurement Time
errIEEE ACCESS
IF3.6
err2023-01-01
err5
errOAAI
errBourelly, Carmine; Vitelli, Michele; Milano, Filippo; Molinara, Mario; Fontanella, Francesco; Ferrigno, Luigi
err分享
err收藏
A novel binary classification approach based on geometric semantic genetic programming
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2022-03-01
err11
errOAAI
errBakurov, I; Castelli, M.; Fontanella, F.; di Freca, A. Scotto; Vanneschi, L.
err分享
err收藏
From Online Handwriting to Synthetic Images for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2021-12-01
err18
PREAI
errCilia, Nicole D.; D'Alessandro, Tiziana; De Stefano, Claudio; Fontanella, Francesco; Molinara, Mario
err分享
err收藏
Genetic programming for stacked generalization用于堆栈泛化的遗传编程
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2021-08-01
err15
errOAAI
errBakurov, Illya; Castelli, Mauro; Gau, Olivier; Fontanella, Francesco; Vanneschi, Leonardo
err分享
err收藏
Feature Selection as a Tool to Support the Diagnosis of Cognitive Impairments Through Handwriting Analysis
errIEEE ACCESS
IF3.6
err2021-01-01
err10
errOAAI
errCilia, Nicole Dalia; De Stefano, Claudio; Fontanella, Francesco; Di Freca, Alessandra Scotto
err分享
err收藏
Pattern recognition and artificial intelligence techniques for cultural heritage文化遗产的模式识别与人工智能技术
errPATTERN RECOGNITION LETTERS
IF3.3
err2020-10-01
err16
PREAI
errFontanella, F.; Colace, F.; Molinara, M.; Di Freca, A. Scotto; Stanco, F.
err分享
err收藏
A novel PCA-based approach for building on -board sensor classifiers for water contaminant detection
errPATTERN RECOGNITION LETTERS
IF3.3
err2020-07-01
err7
PREAI
errDe Stefano, Claudio; Ferrigno, Luigi; Fontanella, Francesco; Gerevini, Luca; di Freca, Alessandra Scotto
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研究方向

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合作学者
合作期刊
H
Henkjan Huisman
H 指数: 51 · 论文数: 212
M
Mario Giacobini
H 指数: 49 · 论文数: 377
R
Réjean Plamondon
H 指数: 47 · 论文数: 331
F
Filippo Carducci
H 指数: 44 · 论文数: 155
M
Mauro Castelli
H 指数: 41 · 论文数: 323
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