Florin C. Ghesu | DeepAI

AI Chat

Featured Co-authors

Yue Zhang
236 publications
Andreas Maier
84 publications
Yue Cao
61 publications
Siqi Liu
47 publications
Dorin Comaniciu
24 publications
Sasa Grbic
20 publications
Bogdan Georgescu
19 publications
Eli Gibson
14 publications
Mannudeep K. Kalra
14 publications
Awais Mansoor
12 publications
Youngjin Yoo
7 publications

∙ 07/14/2023

ConTrack: Contextual Transformer for Device Tracking in X-ray

Device tracking is an important prerequisite for guidance during endovas...

0 Marc Demoustier, et al. ∙

∙ 01/04/2022

Self-supervised Learning from 100 Million Medical Images

Building accurate and robust artificial intelligence systems for medical...

462 Florin C. Ghesu, et al. ∙

∙ 08/13/2020

Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digita

Purpose: To leverage volumetric quantification of airspace disease (AD) ...

67 Eduardo Mortani Barbosa Jr., et al. ∙

∙ 07/08/2020

Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment

The interpretation of medical images is a challenging task, often compli...

27 Florin C. Ghesu, et al. ∙

∙ 03/08/2020

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

Detecting malignant pulmonary nodules at an early stage can allow medica...

6 Siqi Liu, et al. ∙

∙ 06/18/2019

Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment

The interpretation of chest radiographs is an essential task for the det...

2 Florin C. Ghesu, et al. ∙

∙ 05/15/2019

Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels

Chest X-ray (CXR) is the most common X-ray examination performed in dail...

5 Sebastian Guendel, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world