Concepedia
Statistics
Publications
8
Citations
249
H-Index
Active since
2020
Affiliations
University of Naples Federico II(Current)
University of Campania "Luigi Vanvitelli"
Umeå University
Università Campus Bio-Medico
Michela Gravina is an author at University of Naples Federico II specializing in engineering, deep learning, and machine learning.
Top concepts
EngineeringDeep LearningMachine LearningMedical Image ComputingMedicineDiagnosisRadiologyMedical ImagingBiomedical ImagingComputer-aided Diagnosis
Publications per year
2020–2024
Deep Learning for HDD Health Assessment: An Application Based on LSTM
Aniello De Santo, Antonio Galli, Michela Gravina et al. · IEEE Transactions on Computers · 2020 · 90 citations
Smart Attributes, Disk Failure, Engineering +23
Stratification of multiple sclerosis patients using unsupervised machine learning: a single-visit MRI-driven approach
Giuseppe Pontillo, Simone Penna, Sirio Cocozza et al. · European Radiology · 2022 · 39 citations · Full text
DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI
Michela Gravina, Stefano Marrone, Mario Sansone et al. · Pattern Recognition Letters · 2021 · 30 citations
Contrast Agent Effects, Image Analysis, Engineering +13
Machine Learning and Clinical-Radiological Characteristics for the Classification of Prostate Cancer in PI-RADS 3 Lesions
Michela Gravina, Lorenzo Spirito, Giuseppe Celentano et al. · Diagnostics · 2022 · 27 citations · Full text
Engineering, Machine Learning, Digital Pathology +19
A Multimodal Knowledge-Based Deep Learning Approach for MGMT Promoter Methylation Identification
Salvatore Capuozzo, Michela Gravina, Gianluca Gatta et al. · Journal of Imaging · 2022 · 19 citations · Full text
Engineering, Machine Learning, Methylation Process +19
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