Florin C. Ghesu

Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing

Florin C. Ghesu, Edward Krubasik, Bogdan Georgescu et al. · IEEE Transactions on Medical Imaging · 2016 · 143 citations

Geometric Learning, Convolutional Neural Network, Engineering +20

An Artificial Intelligence–Based Chest X-ray Model on Human Nodule Detection Accuracy From a Multicenter Study

Fatemeh Homayounieh, Subba R. Digumarthy, Shadi Ebrahimian et al. · JAMA Network Open · 2021 · 94 citations · Full text

Contrastive self-supervised learning from 100 million medical images with optional supervision

Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor et al. · Journal of Medical Imaging · 2022 · 53 citations · Full text

No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks

Siqi Liu, Arnaud A. A. Setio, Florin C. Ghesu et al. · IEEE Transactions on Medical Imaging · 2020 · 50 citations

Computed Tomography, Convolutional Neural Network, Engineering +23

Towards intelligent robust detection of anatomical structures in incomplete volumetric data

Florin C. Ghesu, Bogdan Georgescu, Saša Grbić et al. · Medical Image Analysis · 2018 · 43 citations

Engineering, Anatomical Model, Volume Parameterization +17