Luca Pasquini

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Parameter Tuning

Data Exploration

Machine Learning

Autism Spectrum Disorder

Top Venues

J. Digit. Imaging

Publications

Alberto Di Napoli, Emanuela Tagliente, Luca Pasquini, Enrica Cipriano, Filomena Pietrantonio, Piermaria Ortis, Simona Curti, Alessandro Boellis, Teseo Stefanini, Antonio Bernardini, Chiara Angeletti, Sofia Chiatamone Ranieri, Paola Franchi, Ioan Paul Voicu, Carlo Capotondi, Antonio Napolitano
3D CT-Inclusive Deep-Learning Model to Predict Mortality, ICU Admittance, and Intubation in COVID-19 Patients. J. Digit. Imaging 36 (2) (2023)
Joseph N. Stember, Danielle M. Stember, Luca Pasquini, Mehrnaz Jenabi, Andrei I. Holodny, Hrithwik Shalu
Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder. CoRR (2022)
Joseph N. Stember, Mehrnaz Jenabi, Luca Pasquini, Kyung K. Peck, Andrei I. Holodny, Hrithwik Shalu
Deep neuroevolution to predict primary brain tumor grade from functional MRI adjacency matrices. CoRR (2022)
Julia Casado, Oskari Lehtonen, Ville Rantanen, Katja Kaipio, Luca Pasquini, Antti Häkkinen, Elenora Petrucci, Johanna Hynninen, Sakari Hietanen, Olli Carpén, Mauro Biffoni, Anniina Färkkilä, Sampsa Hautaniemi
Agile workflow for interactive analysis of mass cytometry data. Bioinform. 37 (9) (2021)
Luca Pasquini, Antonio Napolitano, Martina Lucignani, Emanuela Tagliente, Francesco Dellepiane, Maria Camilla Rossi-Espagnet, Matteo Ritrovato, Antonello Vidiri, Veronica Villani, Giulio Ranazzi, Antonella Stoppacciaro, Andrea Romano, Alberto Di Napoli, Alessandro Bozzao
Comparison of Machine Learning Classifiers to Predict Patient Survival and Genetics of GBM: Towards a Standardized Model for Clinical Implementation. CoRR (2021)
Antti Häkkinen, Juha Koiranen, Julia Casado, Katja Kaipio, Oskari Lehtonen, Eleonora Petrucci, Johanna Hynninen, Sakari Hietanen, Olli Carpén, Luca Pasquini, Mauro Biffoni, Rainer Lehtonen, Sampsa Hautaniemi
qSNE: quadratic rate t-SNE optimizer with automatic parameter tuning for large datasets. Bioinform. 36 (20) (2020)