Giacomo Nebbia

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Intra Operatively

Image Modalities

Top Venues

Medical Imaging: Computer-Aided Diagnosis

J. Digit. Imaging

Publications

Giacomo Nebbia, Adriana Kovashka
Hypernymization of named entity-rich captions for grounding-based multi-modal pretraining. ICMR (2023)
Giacomo Nebbia, Adriana Kovashka
Hypernymization of named entity-rich captions for grounding-based multi-modal pretraining. CoRR (2023)
Giacomo Nebbia, Adriana Kovashka
Doubling down: sparse grounding with an additional, almost-matching caption for detection-oriented multimodal pretraining. CVPR Workshops (2022)
Giacomo Nebbia, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
Multi-task learning to incorporate clinical knowledge into deep learning for breast cancer diagnosis. Medical Imaging: Computer-Aided Diagnosis (2021)
Giacomo Nebbia, Saba Dadsetan, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Heng Huang, Shandong Wu
Radiomics-Informed Deep Curriculum Learning for Breast Cancer Diagnosis. MICCAI (5) (2021)
Giacomo Nebbia, Qian Zhang, Dooman Arefan, Xinxiang Zhao, Shandong Wu
Pre-operative Microvascular Invasion Prediction Using Multi-parametric Liver MRI Radiomics. J. Digit. Imaging 33 (6) (2020)
Giacomo Nebbia, Aly A. Mohamed, Ruimei Chai, Bingjie Zheng, Margarita L. Zuley, Shandong Wu
Deep learning of sub-regional breast parenchyma in mammograms for localized breast cancer risk prediction. Medical Imaging: Computer-Aided Diagnosis (2019)