Marianna La Rocca

19 papers B 1Journal 9Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Biatrial Segmentation from Cine MRI Using Convolutional and Attention Networks. ICIAP (Workshops 2) Emanuele Amato, Marianna La Rocca, Nicola Amoroso, Tommaso Maggipinto, Tobias Kudelka, Verena Wilzek, Max Fuetterer, Robert Manka, Sebastian Kozerke, Roberto Bellotti, Stefano Buoso
2024	J	`jnl`	Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data. Comput. Medical Imaging Graph. Md Navid Akbar, Sebastian F. Ruf, Ashutosh Singh, Razieh Faghihpirayesh, Rachael Garner, Alexis Bennett, Celina Alba, Marianna La Rocca, Tales Imbiriba, Deniz Erdogmus, Dominique Duncan
2024	—	`conf`	Cognitive Electronic Unit for Assisted Ultrasound: Preliminary Results and Future Perspectives. CPS Summer School, PhD Workshop Emanuele De Luca, Emanuele Amato, Vincenzo Valente, Marianna La Rocca, Tommaso Maggipinto, Roberto Bellotti, Francesco Dell'Olio
2024	J	`jnl`	Estimation of Daily Ground Level Air Pollution in Italian Municipalities with Machine Learning Models Using Sentinel-5P and ERA5 Data. Remote. Sens. Alessandro Fania, Alfonso Monaco, Ester Pantaleo, Tommaso Maggipinto, Loredana Bellantuono, Roberto Cilli, Antonio Lacalamita, Marianna La Rocca, Sabina Tangaro, Nicola Amoroso, Roberto Bellotti
2024	J	`jnl`	Exploring Aesthetic Perception in Impaired Aging: A Multimodal Brain - Computer Interface Study. Sensors Livio Clemente, Marianna La Rocca, Giulia Paparella, Marianna Delussi, Giusy Tancredi, Katia Ricci, Giuseppe Procida, Alessandro Introna, Antonio Brunetti, Paolo Taurisano, Vitoantonio Bevilacqua, Marina de Tommaso
2023	J	`jnl`	A Novel Threshold-Based Segmentation Method for Quantification of COVID-19 Lung Abnormalities. Signal Image Video Process. Azrin Khan, Rachael Garner, Marianna La Rocca, Sana Salehi, Dominique Duncan
2022	B	`conf`	ABSTRACT: Evaluation of Transfer Learning Models on Detection of COVID-19 Using Multi-Modal Data. DCOSS Alexis Bennett, Rachael Garner, Marianna La Rocca, Ali Valehi, Dominique Duncan
2022	J	`jnl`	Efficient and visualizable convolutional neural networks for COVID-19 classification using Chest CT. Expert Syst. Appl. Aksh Garg, Sana Salehi, Marianna La Rocca, Rachael Garner, Dominique Duncan
2021	—	`conf`	Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning. EMBC Razieh Faghihpirayesh, Sebastian F. Ruf, Marianna La Rocca, Rachael Garner, Paul M. Vespa, Deniz Erdogmus, Dominique Duncan
2021	—	`conf`	Lesion Normalization and Supervised Learning in Post-traumatic Seizure Classification with Diffusion MRI. CDMRI@MICCAI Md Navid Akbar, Sebastian F. Ruf, Marianna La Rocca, Rachael Garner, Giuseppe Barisano, Ruskin Cua, Paul M. Vespa, Deniz Erdogmus, Dominique Duncan
2021	—	`conf`	Machine Learning of Diffusion Weighted Imaging for Prediction of Seizure Susceptibility Following Traumatic Brain Injury. ANNSIM Akul Sharma, Rachael Garner, Marianna La Rocca, Celina Alba, Yenlin Lee, Karina Yang, Maya Brawer-Cohen, Dominique Duncan
2021	J	`jnl`	Predicting brain age with complex networks: From adolescence to adulthood. NeuroImage Loredana Bellantuono, Luca Marzano, Marianna La Rocca, Dominique Duncan, Angela Lombardi, Tommaso Maggipinto, Alfonso Monaco, Sabina Tangaro, Nicola Amoroso, Roberto Bellotti
2020	J	`jnl`	Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT. CoRR Aksh Garg, Sana Salehi, Marianna La Rocca, Rachael Garner, Dominique Duncan
2020	J	`jnl`	Prediction of Epilepsy Development in Traumatic Brain Injury Patients from Diffusion Weighted MRI. CoRR Md Navid Akbar, Marianna La Rocca, Rachael Garner, Dominique Duncan, Deniz Erdogmus
2020	—	`conf`	Prediction of epilepsy development in traumatic brain injury patients from diffusion weighted MRI. PETRA Md Navid Akbar, Marianna La Rocca, Rachael Garner, Dominique Duncan, Deniz Erdogmus
2020	—	`conf`	The Effects of Filtering on High Frequency Oscillation Classification. SpringSim Jiaju Liu, Rachael Garner, Marianna La Rocca, Eun-Kee Bae, Dominique Duncan
2019	—	`conf`	A Machine Learning Model to Predict Seizure Susceptibility from Resting-State fMRI Connectivity. SpringSim Rachael Garner, Marianna La Rocca, Giuseppe Barisano, Arthur W. Toga, Dominique Duncan, Paul M. Vespa
2018	J	`jnl`	Complex networks reveal early MRI markers of Parkinson's disease. Medical Image Anal. Nicola Amoroso, Marianna La Rocca, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro
2017	—	`conf`	Salient Networks: A Novel Application to Study Brain Connectivity. IWBBIO (1) Nicola Amoroso, Roberto Bellotti, Domenico Diacono, Marianna La Rocca, Sabina Tangaro