| AI applications to medical images: From machine learning to deep learning I Castiglioni, L Rundo, M Codari, G Di Leo, C Salvatore, M Interlenghi, ... Physica medica 83, 9-24, 2021 | 585 | 2021 |
| Machine learning on brain MRI data for differential diagnosis of Parkinson's disease and Progressive Supranuclear Palsy C Salvatore, A Cerasa, I Castiglioni, F Gallivanone, A Augimeri, M Lopez, ... Journal of neuroscience methods 222, 230-237, 2014 | 315 | 2014 |
| Magnetic resonance imaging biomarkers for the early diagnosis of Alzheimer's disease: a machine learning approach C Salvatore, A Cerasa, P Battista, MC Gilardi, A Quattrone, I Castiglioni, ... Frontiers in neuroscience 9, 307, 2015 | 283 | 2015 |
| Use of machine learning to identify children with autism and their motor abnormalities A Crippa, C Salvatore, P Perego, S Forti, M Nobile, M Molteni, I Castiglioni Journal of autism and developmental disorders 45, 2146-2156, 2015 | 239 | 2015 |
| Anthropogenic Marine Debris assessment with Unmanned Aerial Vehicle imagery and deep learning: A case study along the beaches of the Republic of Maldives L Fallati, A Polidori, C Salvatore, L Saponari, A Savini, P Galli Science of The Total Environment 693, 133581, 2019 | 167 | 2019 |
| Optimizing neuropsychological assessments for cognitive, behavioral, and functional impairment classification: a machine learning study P Battista, C Salvatore, I Castiglioni Behavioural neurology 2017 (1), 1850909, 2017 | 121 | 2017 |
| Artificial intelligence applied on chest X-ray can aid in the diagnosis of COVID-19 infection: a first experience from Lombardy, Italy I Castiglioni, D Ippolito, M Interlenghi, CB Monti, C Salvatore, S Schiaffino, ... MedRxiv, 2020.04. 08.20040907, 2020 | 104 | 2020 |
| Artificial intelligence and neuropsychological measures: The case of Alzheimer’s disease P Battista, C Salvatore, M Berlingeri, A Cerasa, I Castiglioni Neuroscience & Biobehavioral Reviews 114, 211-228, 2020 | 81 | 2020 |
| Frontiers for the early diagnosis of AD by means of MRI brain imaging and support vector machines C Salvatore, P Battista, I Castiglioni Current Alzheimer Research 13 (5), 509-533, 2016 | 81 | 2016 |
| MRI characterizes the progressive course of AD and predicts conversion to Alzheimer’s dementia 24 months before probable diagnosis C Salvatore, A Cerasa, I Castiglioni Frontiers in aging neuroscience 10, 135, 2018 | 78 | 2018 |
| Comparison of transfer learning and conventional machine learning applied to structural brain MRI for the early diagnosis and prognosis of Alzheimer's disease L Nanni, M Interlenghi, S Brahnam, C Salvatore, S Papa, R Nemni, ... Frontiers in neurology 11, 576194, 2020 | 76 | 2020 |
| Machine learning applied on chest x-ray can aid in the diagnosis of COVID-19: a first experience from Lombardy, Italy I Castiglioni, D Ippolito, M Interlenghi, CB Monti, C Salvatore, S Schiaffino, ... European radiology experimental 5, 1-10, 2021 | 75 | 2021 |
| Computerized neuropsychological assessment in aging: testing efficacy and clinical ecology of different interfaces M Canini, P Battista, PA Della Rosa, E Catricalà, C Salvatore, MC Gilardi, ... Computational and mathematical methods in medicine 2014 (1), 804723, 2014 | 74 | 2014 |
| Radiomics and molecular classification in endometrial cancer (the ROME study): a step forward to a simplified precision medicine G Bogani, V Chiappa, S Lopez, C Salvatore, M Interlenghi, O D’Oria, ... Healthcare 10 (12), 2464, 2022 | 53 | 2022 |
| Radiomics approach in the neurodegenerative brain C Salvatore, I Castiglioni, A Cerasa Aging Clinical and Experimental Research 33 (6), 1709-1711, 2021 | 53 | 2021 |
| Texture descriptors and voxels for the early diagnosis of Alzheimer’s disease L Nanni, S Brahnam, C Salvatore, I Castiglioni, ... Artificial intelligence in medicine 97, 19-26, 2019 | 50 | 2019 |
| The Adoption of Radiomics and machine learning improves the diagnostic processes of women with Ovarian MAsses (the AROMA pilot study) V Chiappa, G Bogani, M Interlenghi, C Salvatore, F Bertolina, G Sarpietro, ... Journal of Ultrasound 24, 429-437, 2021 | 44 | 2021 |
| A Partial Volume Effect Correction Tailored for 18F‐FDG‐PET Oncological Studies F Gallivanone, C Canevari, L Gianolli, C Salvatore, PA Della Rosa, ... BioMed Research International 2013 (1), 780458, 2013 | 41 | 2013 |
| Combining multiple approaches for the early diagnosis of Alzheimer's Disease L Nanni, C Salvatore, A Cerasa, I Castiglioni, ... Pattern Recognition Letters 84, 259-266, 2016 | 38 | 2016 |
| Biomarkers of eating disorders using support vector machine analysis of structural neuroimaging data: preliminary results A Cerasa, I Castiglioni, C Salvatore, A Funaro, I Martino, S Alfano, ... Behavioural neurology 2015 (1), 924814, 2015 | 36 | 2015 |
Isabella CastiglioniResearcher, IBFM CNRVerifisert e-postadresse på ibfm.cnr.it