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Luca Mainardi

tampere university

44H-index
581Paper Count
7.4KCitation Count
Published Papers 86
Publication Date
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Component-specific radiomics of carotid plaque: Characterizing calcium, necrotic core, and fibrous tissue for enhanced risk prediction
errBiomedical Signal Processing and Control
IF4.9
err2026-09-18
err0
errOAAI
errIlaria Bottini; Jasper de Kort; Daniele Bissacco; Maurizio Domanin; Santi Trimarchi; Gianluigi Condorelli; Francesco Migliavacca; Valentina D.A. Corino; Luca Mainardi; Anna Corti
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Prediction of in-hospital atrial fibrillation after acute myocardial infarction: a cross-cohort study in Italian and Finnish patients
errInternational Journal of Medical Informatics
IF4.1
err2026-07-01
err0
PREAI
errBulloni, Matteo; Torquati, Miriana; Ahola, Roni; Bonesi, Alice; Taconne, Marion; Vehkaoja, Antti; Tirschmann, Felix; Kallonen, Antti; Moreno-Sanchez, Pedro; Lyytikainen, Leo-Pekka; Hernesniemi, Jussi; Rurali, Erica; Corino, Valentina; Brukamp, Kirsten; Marenzi, Giancarlo; Pattini, Linda; Werba, Jose Pablo; Tondo, Claudio; van Gils, Mark; Mainardi, Luca
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Quantifying the Contribution of Bone Morphology to Implant Selection in Shoulder Arthroplasty Using CT-Based Deep Learning
errBioengineering
IF3.7
err2026-05-19
err0
errOAAI
errAndrea Moglia; Luca Marsilio; Matteo Rossi; Alfonso Manzotti; Luca Mainardi; Pietro Cerveri
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errSave
Explainable self-supervised learning unveils neurophysiological signatures of proficiency in imagined speech
errBiomedical Signal Processing and Control
IF4.9
err2026-05-08
err0
errOAAI
errFrancesco Iacomi; Andrea Farabbi; Luca Mainardi; Riccardo Barbieri
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errSave
Instantaneous Frequency-Chirprate Region and Synchrosqueezing in the Time-Frequency-Chirprate Space
errSignal Processing
IF3.6
err2026-03-21
err0
PREAI
errTao Chen; Mingzhe Cui; Zongheng Guo; Chenhao Wu; Lei Xie; Luca Mainardi
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Form factor meets function: anatomy-dependent electrode-skin coupling and signal content in consumer eyewear EEG systems
errJournal of Neural Engineering
IF3.8
err2026-02-27
err0
errOAAI
errA C Palmisciano; A Farabbi; M Rossi; N Antonello; D Trojaniello; P Cerveri; L Mainardi
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errSave
MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Observation and Localization in CT Images
errJournal of Healthcare Informatics Research
IF3.7
err2025-11-17
err0
errOAAI
errAndrea Moglia; Elia Clement Nastasio; Luca Mainardi; Pietro Cerveri
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errSave
Capacitive sensing for facial expression recognition and beyond: Materials, architectures, and wearable applications
errSensors and Actuators A: Physical
IF0
err2025-11-03
err0
errOAAI
errAthul Krishnan; Matteo Rossi; Francesco Latino; Andrea Costanzo Palmisciano; Andrea Farabbi; Filippo Melloni; Diana Trojaniello; Luca Mainardi; Pietro Cerveri
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errSave
Generalist models in medical image segmentation: A survey and performance comparison with task-specific approaches
errInformation Fusion
IF15.5
err2025-09-26
err0
PREAI
errAndrea Moglia; Matteo Leccardi; Matteo Cavicchioli; Alice Maccarini; Marco Marcon; Luca Mainardi; Pietro Cerveri
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Deep learning for automated segmentation of central cartilage tumors on MRI
errEuropean Radiology Experimental
IF3.6
err2025-09-12
err0
errOAAI
errSalvatore Gitto; Anna Corti; Kirsten van Langevelde; Ana Navas Cañete; Antonino Cincotta; Carmelo Messina; Domenico Albano; Carlotta Vignaga; Laura Ferrari; Luca Mainardi; Valentina D. A. Corino; Luca Maria Sconfienza
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Optimized AI-based neural decoding from BOLD fMRI signal for analyzing visual and semantic ROIs in the human visual system
errJournal of Neural Engineering
IF3.8
err2025-08-26
err0
PREAI
errLorenzo Veronese; Andrea Moglia; Nicolò Pecco; Pasquale Anthony Della Rosa; Paola Scifo; Luca Mainardi; Pietro Cerveri
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errSave
Three-dimensional sparse random mode decomposition: From theory to application
errSignal Processing
IF3.6
err2025-08-14
err0
PREAI
errChen Luo; Tao Chen; Hongye Su; Luca Mainardi; Lei Xie
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Deep learning for pancreas segmentation on computed tomography: a systematic review
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2025-05-03
err0
errOAAI
errMoglia, Andrea; Cavicchioli, Matteo; Mainardi, Luca; Cerveri, Pietro
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Interplay between MRI radiomics and immune gene expression signatures in oral squamous cell carcinoma
errSCIENTIFIC REPORTS
IF3.9
err2025-04-12
err0
errOAAI
errCorti, Anna; Lenoci, Deborah; Corino, Valentina D. A.; Mattavelli, Davide; Ravanelli, Marco; Poli, Tito; Cavalieri, Stefano; Licitra, Lisa; De Cecco, Loris; Mainardi, Luca
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errSave
Predicting vulnerable coronary arteries: A combined radiomics-biomechanics approach
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2025-03-01
err0
errOAAI
errCorti, Anna; Stefanati, Marco; Leccardi, Matteo; De Filippo, Ovidio; Depaoli, Alessandro; Cerveri, Pietro; Migliavacca, Francesco; Corino, Valentina D. A.; Matas, Jose F. Rodriguez; Mainardi, Luca; Dubini, Gabriele
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Finger-to-Chest Style Transfer-Assisted Deep Learning Method for Photoplethysmogram Waveform Restoration With Timing Preservation
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errSara Maria Pagotto; Federico Tognoni; Matteo Rossi; Dario Bovio; Caterina Salito; Luca Mainardi; Pietro Cerveri
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An ECG-Based Model for Left Ventricular Hypertrophy Detection: A Machine Learning Approach
errIEEE Open Journal of Engineering in Medicine and Biology
IF2.9
err2025-01-01
err0
errOAAI
errMarion Taconné; Valentina D.A. Corino; Luca Mainardi
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errSave
Eyewear-Based ECG Recording: A Novel Head-Electrode Approach for Reliable Cardiac Signal Acquisition
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errPalmisciano, Andrea Costanzo; Rossi, Matteo; Farabbi, Andrea; Antonello, Niccolo; Trojaniello, Diana; Ongarello, Tommaso; Cerveri, Pietro; Mainardi, Luca
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Assessing the impact of stimulation environment and error probability on ErrP EEG response, detection and subject attention: an explorative study
errFRONTIERS IN VIRTUAL REALITY
IF3.6
err2024-12-20
err0
errOAAI
errFarabbi, Andrea; Mainardi, Luca
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Radiomic features of primary retroperitoneal sarcomas: a prognostic study
errEUROPEAN JOURNAL OF CANCER
IF7.1
err2024-12-01
err0
PREAI
errPasquali, Sandro; Iadecola, Sara; Vanzulli, Andrea; Infante, Gabriele; Bologna, Marco; Corino, Valentina; Greco, Gabriella; Vigorito, Raffaella; Morosi, Carlo; Beretta, Alessia; Percioa, Stefano; Vallacchih, Viviana; Collinii, Paola; Sanfilippoj, Roberta; Fabbronij, Chiara; Stacchiottij, Silvia; Fioreb, Marco; Huangk, Paul; Benellil, Matteo; Mainardid, Luca; Miceli, Rosalba; Gronchi, Alessandro; Callegaro, Dario
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Research Directions

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Co-authors
Cooperation Journals
A
Amir Lerman
H-index: 128 · Papers: 1.3K
H
Harry J.G.M. Crijns
H-index: 126 · Papers: 899
C
Christian Mueller
H-index: 120 · Papers: 1.6K
P
Paolo G. Casali
H-index: 114 · Papers: 809
A
Alessandro Gronchi
H-index: 114 · Papers: 1.1K
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