LA ROCCA, MARIANNA
LA ROCCA, MARIANNA
DIPARTIMENTO INTERUNIVERSITARIO DI FISICA
A Brain Connectivity Approach to Detect Diffusion-Weighted Imaging Changes in Post-Traumatic Epilepsy
2026-01-01 Amato, Emanuele C.; Giliberti, Claudia; Amoroso, Nicola; Kriukova, Kseniia; Monaco, Alfonso; Pantaleo, Ester; Maggipinto, Tommaso; Bellantuono, Loredana; La Calamita, Antonio; Bellotti, Roberto; Vespa, Paul M.; Duncan, Dominique; La Rocca, Marianna
A joint complex network and machine learning approach for the identification of discriminative gene communities in autistic brain
2025-01-01 Lacalamita, Antonio; Pantaleo, Ester; Monaco, Alfonso; Bellantuono, Loredana; Fania, Alessandro; La Rocca, Marianna; Maggipinto, Tommaso; Tangaro, Sabina; Amoroso, Nicola; Bellotti, Roberto
A MACHINE LEARNING MODEL TO PREDICT SEIZURE SUSCEPTIBILITY FROM RESTING-STATE FMRI CONNECTIVITY
2019-01-01 Garner, Rachael; La Rocca, Marianna; Barisano, Giuseppe; Toga, Arthur W; Duncan, Dominique; Vespa, Paul
A multi-layer MRI description of Parkinson's diseas
2017-01-01 La Rocca, M.; Amoroso, N.; Lella, E.; Bellotti, R.; Tangaro, S.
A multiplex network model to characterize brain atrophy in structural MRI
2017-01-01 La Rocca, M; Amoroso, N; Bellotti, R; Diacono, D; Monaco, A; Monda, A; Tateo, A; Tangaro, S
A novel approach to brain connectivity reveals early structural changes in Alzheimer's disease
2018-01-01 La Rocca, M.; Amoroso, N.; Monaco, A.; Bellotti, R.; Tangaro, S.
A Novel Threshold-Based Segmentation Method for Quantification of COVID-19 Lung Abnormalities
2023-01-01 Khan, Azrin; Garner, Rachael; Rocca, Marianna La; Salehi, Sana; Duncan, Dominique
ABSTRACT: Evaluation of Transfer Learning Models on Detection of COVID-19 Using Multi-Modal Data
2022-01-01 Bennett, Alexis; Garner, Rachael; Rocca, Marianna La; Valehi, Ali; Duncan, Dominique
Alzheimer's disease diagnosis based on the Hippocampal Unified Multi-Atlas Network (HUMAN) algorithm
2018-01-01 Amoroso, Nicola; Rocca, Marianna La; Bellotti, Roberto; Fanizzi, Annarita; Monaco, Alfonso; Tangaro, Sabina
An eXplainability Artificial Intelligence approach to brain connectivity in Alzheimer's disease
2023-01-01 Amoroso, Nicola; Quarto, Silvano; La Rocca, Marianna; Tangaro, Sabina; Monaco, Alfonso; Bellotti, Roberto
Association between ABO blood types and coronavirus disease 2019 (COVID-19), genetic associations, and underlying molecular mechanisms: a literature review of 23 studies
2021-01-01 Zhang, Yujia; Garner, Rachael; Salehi, Sana; La Rocca, Marianna; Duncan, Dominique
Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning
2021-01-01 Faghihpirayesh, Razieh; Ruf, Sebastian; Rocca, Marianna La; Garner, Rachael; Vespa, Paul; Erdogmus, Deniz; Duncan, Dominique
Best Practices in Knowledge Transfer: Insights from Top Universities
2022-01-01 Demarinis Loiotile, A.; De Nicolo, F.; Agrimi, A.; Bellantuono, L.; La Rocca, M.; Monaco, A.; Pantaleo, E.; Tangaro, S.; Amoroso, N.; Bellotti, R.
Biatrial Segmentation from Cine MRI Using Convolutional and Attention Networks
2026-01-01 Amato, Emanuele Corrado; Rocca, Marianna La; Amoroso, Nicola; Maggipinto, Tommaso; Kudelka, Tobias; Wilzek, Verena; Fuetterer, Max; Manka, Robert; Kozerke, Sebastian; Bellotti, Roberto; Buoso, Stefano
Central effects of galcanezumab in migraine: a pilot study on Steady State Visual Evoked Potentials and occipital hemodynamic response in migraine patients
2022-01-01 De Tommaso, Marina; La Rocca, Marianna; Quitadamo, Silvia Giovanna; Ricci, Katia; Tancredi, Giusy; Clemente, Livio; Gentile, Eleonora; Ammendola, Elena; Delussi, Marianna
Cognitive Electronic Unit for AI-Guided Real-Time Echocardiographic Imaging
2025-01-01 De Luca, Emanuele; Amato, Emanuele; Valente, Vincenzo; La Rocca, Marianna; Maggipinto, Tommaso; Bellotti, Roberto; Dell'Olio, Francesco
Complex networks reveal early MRI markers of Parkinson's disease
2018-01-01 Amoroso, N.; La Rocca, M.; Monaco, A.; Bellotti, R.; Tangaro, S.
Deep learning and multiplex networks for accurate modeling of brain age
2019-01-01 Amoroso, Nicola; La Rocca, Marianna; Bellantuono, Loredana; Diacono, Domenico; Fanizzi, Annarita; Lella, Eufemia; Lombardi, Angela; Maggipinto, Tommaso; Monaco, Alfonso; Tangaro, Sabina; Bellotti, Roberto
Deep learning reveals Alzheimer's disease onset in MCI subjects: Results from an international challenge
2018-01-01 Amoroso, N.; Diacono, D.; Fanizzi, A.; La Rocca, M.; Monaco, A.; Lombardi, A.; Guaragnella, C.; Bellotti, R.; Tangaro, S.
Distribution and volume analysis of early hemorrhagic contusions by MRI after traumatic brain injury: a preliminary report of the Epilepsy Bioinformatics Study for Antiepileptogenic Therapy (EpiBioS4Rx)
2021-01-01 La Rocca, Marianna; Barisano, Giuseppe; Bennett, Alexis; Garner, Rachael; Engel, Jerome; Gilmore, Emily J; Mcarthur, David L; Rosenthal, Eric; Stanis, James; Vespa, Paul; Willyerd, Frederick; Zimmermann, Lara L; Toga, Arthur W; Duncan, Dominique
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Brain Connectivity Approach to Detect Diffusion-Weighted Imaging Changes in Post-Traumatic Epilepsy | 1-gen-2026 | Amato, Emanuele C.; Giliberti, Claudia; Amoroso, Nicola; Kriukova, Kseniia; Monaco, Alfonso; Pantaleo, Ester; Maggipinto, Tommaso; Bellantuono, Loredana; La Calamita, Antonio; Bellotti, Roberto; Vespa, Paul M.; Duncan, Dominique; La Rocca, Marianna | |
| A joint complex network and machine learning approach for the identification of discriminative gene communities in autistic brain | 1-gen-2025 | Lacalamita, Antonio; Pantaleo, Ester; Monaco, Alfonso; Bellantuono, Loredana; Fania, Alessandro; La Rocca, Marianna; Maggipinto, Tommaso; Tangaro, Sabina; Amoroso, Nicola; Bellotti, Roberto | |
| A MACHINE LEARNING MODEL TO PREDICT SEIZURE SUSCEPTIBILITY FROM RESTING-STATE FMRI CONNECTIVITY | 1-gen-2019 | Garner, Rachael; La Rocca, Marianna; Barisano, Giuseppe; Toga, Arthur W; Duncan, Dominique; Vespa, Paul | |
| A multi-layer MRI description of Parkinson's diseas | 1-gen-2017 | La Rocca, M.; Amoroso, N.; Lella, E.; Bellotti, R.; Tangaro, S. | |
| A multiplex network model to characterize brain atrophy in structural MRI | 1-gen-2017 | La Rocca, M; Amoroso, N; Bellotti, R; Diacono, D; Monaco, A; Monda, A; Tateo, A; Tangaro, S | |
| A novel approach to brain connectivity reveals early structural changes in Alzheimer's disease | 1-gen-2018 | La Rocca, M.; Amoroso, N.; Monaco, A.; Bellotti, R.; Tangaro, S. | |
| A Novel Threshold-Based Segmentation Method for Quantification of COVID-19 Lung Abnormalities | 1-gen-2023 | Khan, Azrin; Garner, Rachael; Rocca, Marianna La; Salehi, Sana; Duncan, Dominique | |
| ABSTRACT: Evaluation of Transfer Learning Models on Detection of COVID-19 Using Multi-Modal Data | 1-gen-2022 | Bennett, Alexis; Garner, Rachael; Rocca, Marianna La; Valehi, Ali; Duncan, Dominique | |
| Alzheimer's disease diagnosis based on the Hippocampal Unified Multi-Atlas Network (HUMAN) algorithm | 1-gen-2018 | Amoroso, Nicola; Rocca, Marianna La; Bellotti, Roberto; Fanizzi, Annarita; Monaco, Alfonso; Tangaro, Sabina | |
| An eXplainability Artificial Intelligence approach to brain connectivity in Alzheimer's disease | 1-gen-2023 | Amoroso, Nicola; Quarto, Silvano; La Rocca, Marianna; Tangaro, Sabina; Monaco, Alfonso; Bellotti, Roberto | |
| Association between ABO blood types and coronavirus disease 2019 (COVID-19), genetic associations, and underlying molecular mechanisms: a literature review of 23 studies | 1-gen-2021 | Zhang, Yujia; Garner, Rachael; Salehi, Sana; La Rocca, Marianna; Duncan, Dominique | |
| Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning | 1-gen-2021 | Faghihpirayesh, Razieh; Ruf, Sebastian; Rocca, Marianna La; Garner, Rachael; Vespa, Paul; Erdogmus, Deniz; Duncan, Dominique | |
| Best Practices in Knowledge Transfer: Insights from Top Universities | 1-gen-2022 | Demarinis Loiotile, A.; De Nicolo, F.; Agrimi, A.; Bellantuono, L.; La Rocca, M.; Monaco, A.; Pantaleo, E.; Tangaro, S.; Amoroso, N.; Bellotti, R. | |
| Biatrial Segmentation from Cine MRI Using Convolutional and Attention Networks | 1-gen-2026 | Amato, Emanuele Corrado; Rocca, Marianna La; Amoroso, Nicola; Maggipinto, Tommaso; Kudelka, Tobias; Wilzek, Verena; Fuetterer, Max; Manka, Robert; Kozerke, Sebastian; Bellotti, Roberto; Buoso, Stefano | |
| Central effects of galcanezumab in migraine: a pilot study on Steady State Visual Evoked Potentials and occipital hemodynamic response in migraine patients | 1-gen-2022 | De Tommaso, Marina; La Rocca, Marianna; Quitadamo, Silvia Giovanna; Ricci, Katia; Tancredi, Giusy; Clemente, Livio; Gentile, Eleonora; Ammendola, Elena; Delussi, Marianna | |
| Cognitive Electronic Unit for AI-Guided Real-Time Echocardiographic Imaging | 1-gen-2025 | De Luca, Emanuele; Amato, Emanuele; Valente, Vincenzo; La Rocca, Marianna; Maggipinto, Tommaso; Bellotti, Roberto; Dell'Olio, Francesco | |
| Complex networks reveal early MRI markers of Parkinson's disease | 1-gen-2018 | Amoroso, N.; La Rocca, M.; Monaco, A.; Bellotti, R.; Tangaro, S. | |
| Deep learning and multiplex networks for accurate modeling of brain age | 1-gen-2019 | Amoroso, Nicola; La Rocca, Marianna; Bellantuono, Loredana; Diacono, Domenico; Fanizzi, Annarita; Lella, Eufemia; Lombardi, Angela; Maggipinto, Tommaso; Monaco, Alfonso; Tangaro, Sabina; Bellotti, Roberto | |
| Deep learning reveals Alzheimer's disease onset in MCI subjects: Results from an international challenge | 1-gen-2018 | Amoroso, N.; Diacono, D.; Fanizzi, A.; La Rocca, M.; Monaco, A.; Lombardi, A.; Guaragnella, C.; Bellotti, R.; Tangaro, S. | |
| Distribution and volume analysis of early hemorrhagic contusions by MRI after traumatic brain injury: a preliminary report of the Epilepsy Bioinformatics Study for Antiepileptogenic Therapy (EpiBioS4Rx) | 1-gen-2021 | La Rocca, Marianna; Barisano, Giuseppe; Bennett, Alexis; Garner, Rachael; Engel, Jerome; Gilmore, Emily J; Mcarthur, David L; Rosenthal, Eric; Stanis, James; Vespa, Paul; Willyerd, Frederick; Zimmermann, Lara L; Toga, Arthur W; Duncan, Dominique |