Francesco Laruina
University of Pisa(IT)Istituto Nazionale di Fisica Nucleare, Sezione di Pisa(IT)
Publications by Year
Research Areas
Radiation Therapy and Dosimetry, Radiomics and Machine Learning in Medical Imaging, Lung Cancer Diagnosis and Treatment, Advanced Radiotherapy Techniques, AI in cancer detection
Most-Cited Works
- → Strategies to develop radiomics and machine learning models for lung cancer stage and histology prediction using small data samples(2021)53 cited
- → Detection of Interfractional Morphological Changes in Proton Therapy: A Simulation and In Vivo Study With the INSIDE In-Beam PET(2021)38 cited
- → In-vivo range verification analysis with in-beam PET data for patients treated with proton therapy at CNAO(2022)33 cited
- → Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade of two U-nets: training and assessment on multiple datasets using different annotation criteria(2021)22 cited
- → Localization of anatomical changes in patients during proton therapy with in‐beam PET monitoring: A voxel‐based morphometry approach exploiting Monte Carlo simulations(2021)16 cited
- → Convolutional Neural Networks for Breast Density Classification: Performance and Explanation Insights(2021)15 cited
- → Residual Convolutional Neural Networks to Automatically Extract Significant Breast Density Features(2019)6 cited
- → In-vivo inter-fractional monitoring in particle therapy with the INSIDE in-beam PET(2021)
- → Machine learning models based on radiomic features extracted from lung cancer CT images(2021)
- → Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteria(2021)