Publications

Medical image analysis

DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer.

01-07-2022

Radiology

Prediction of Upstaging in Ductal Carcinoma in Situ Based on Mammographic Radiomic Features.

01-04-2022

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Deep learning model for automatic contouring of cardiovascular substructures on radiotherapy planning CT images: Dosimetric validation and reader study based clinical acceptability testing.

01-12-2021

Magnetic resonance imaging

Diffusion weighted imaging for evaluation of breast lesions: Comparison between high b-value single-shot and routine readout-segmented sequences at 3 T.

01-12-2021

European radiology

Impact of artificial intelligence support on accuracy and reading time in breast tomosynthesis image interpretation: a multi-reader multi-case study.

01-11-2021

Medical physics

Automatic breast lesion detection in ultrafast DCE-MRI using deep learning.

01-10-2021

Medical image analysis

Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation.

01-07-2021

Seminars in cancer biology

Artificial intelligence for breast cancer detection in mammography and digital breast tomosynthesis: State of the art.

01-07-2021

Journal of medical imaging (Bellingham, Wash.)

Computer-aided diagnosis of masses in breast computed tomography imaging: deep learning model with combined handcrafted and convolutional radiomic features.

01-03-2021

Journal of vision

Machine learning-based classification of viewing behavior using a wide range of statistical oculomotor features.

02-09-2020

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)

A Deep Learning-based correction to EPID dosimetry for attenuation and scatter in the Unity MR-Linac system.

01-03-2020

International journal of computer assisted radiology and surgery

Differentiating benign and malignant mass and non-mass lesions in breast DCE-MRI using normalized frequency-based features.

01-02-2020

JACC. Cardiovascular imaging

State-of-the-Art Deep Learning in Cardiovascular Image Analysis.

01-08-2019