Publications

Medical image analysis

Improving lesion volume measurements on digital mammograms.

11-07-2024

Medical physics

Deep learning-based low-dose CT simulator for non-linear reconstruction methods.

06-06-2024

AJR. American journal of roentgenology

Beyond the AJR: A Breakthrough in the Use of Artificial Intelligence for Mammography in Screening for Breast Cancer.

01-06-2024

Journal of magnetic resonance imaging : JMRI

AI Applications to Breast MRI: Today and Tomorrow.

05-04-2024

Cancer imaging : the official publication of the International Cancer Imaging Society

Application of deep learning on mammographies to discriminate between low and high-risk DCIS for patient participation in active surveillance trials.

05-04-2024

Magnetic resonance imaging

On retrospective k-space subsampling schemes for deep MRI reconstruction.

01-04-2024

European journal of radiology

Artificial intelligence and explanation: How, why, and when to explain black boxes.

01-04-2024

Investigative radiology

Artificial Intelligence-Enhanced Breast MRI: Applications in Breast Cancer Primary Treatment Response Assessment and Prediction.

01-03-2024

Medical physics

Development, validation, and simplification of a scanner-specific CT simulator.

01-03-2024

The Journal of pathology

Image-based multiplex immune profiling of cancer tissues: translational implications. A report of the International Immuno-oncology Biomarker Working Group on Breast Cancer.

01-03-2024

Medical image analysis

Synthesis-based imaging-differentiation representation learning for multi-sequence 3D/4D MRI.

01-02-2024

Journal of medical imaging (Bellingham, Wash.)

Deep learning-based breast region segmentation in raw and processed digital mammograms: generalization across views and vendors.

01-01-2024

Insights into imaging

Clinicopathological and prognostic value of calcification morphology descriptors in ductal carcinoma in situ of the breast: a systematic review and meta-analysis.

05-12-2023

Medical physics

End-to-end memory-efficient reconstruction for cone beam CT.

01-12-2023

Cell reports. Medicine

RadioLOGIC, a healthcare model for processing electronic health records and decision-making in breast disease.

15-08-2023

The Journal of pathology

Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer.

01-08-2023

The Journal of pathology

Pitfalls in machine learning-based assessment of tumor-infiltrating lymphocytes in breast cancer: A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer.

01-08-2023

Nature communications

Author Correction: Federated learning enables big data for rare cancer boundary detection.

26-01-2023

Nature communications

Federated learning enables big data for rare cancer boundary detection.

05-12-2022

Seminars in radiation oncology

Artificial Intelligence for Image Registration in Radiation Oncology.

01-10-2022

Seminars in nuclear medicine

Application of Deep Learning in Breast Cancer Imaging.

01-09-2022

Frontiers in neuroscience

Multi-Coil MRI Reconstruction Challenge-Assessing Brain MRI Reconstruction Models and Their Generalizability to Varying Coil Configurations.

26-07-2022

Diagnostics (Basel, Switzerland)

Exploiting the Dixon Method for a Robust Breast and Fibro-Glandular Tissue Segmentation in Breast MRI.

11-07-2022

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