Florin C. Ghesu - Concepedia

Author

Florin C. Ghesu

Also Known As

Christian DeBuys, Florin C. Ghesu, Florin Ghesu, Ghesu, Florin, Ghesu, Florin C., Ghesu, Florin Christian, Siemens Healthineers, Germany

Publications

1.1K

Citations

H-Index

Concepts

All Affiliations

Siemens Healthcare (United States)Siemens Healthcare (Germany)Friedrich-Alexander-Universität Erlangen-Nürnberg Siemens (United States)

About

Florin C. Ghesu is an author at Siemens Healthcare (United States) specializing in medical imaging, computer vision, and medical image computing.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	282
2	Data Science	5	5	282
3	Health Sciences	4	4	239
4	Computer Science	2	2	193
5	Natural Sciences	1	1	43

Florin C. Ghesu

Publications

504

Citations

H-Index

Page 1

	Year	Citations
Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing Florin C. Ghesu, Edward Krubasik, Bogdan Georgescu, IEEE Transactions on Medical Imaging Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningVolumetric Image	2016	143
An Artificial Intelligence–Based Chest X-ray Model on Human Nodule Detection Accuracy From a Multicenter Study Fatemeh Homayounieh, Subba R. Digumarthy, Shadi Ebrahimian, JAMA Network Open	2021	94
Contrastive self-supervised learning from 100 million medical images with optional supervision Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Journal of Medical Imaging	2022	53
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, IEEE Transactions on Medical Imaging Computed TomographyConvolutional Neural NetworkEngineeringMachine LearningAutoencoders	2020	50
Towards intelligent robust detection of anatomical structures in incomplete volumetric data Florin C. Ghesu, Bogdan Georgescu, Saša Grbić, Medical Image Analysis EngineeringAnatomical ModelVolume ParameterizationImage AnalysisData Science	2018	43
Automated Detection and Quantification of COVID-19 Airspace Disease on Chest Radiographs Eduardo J. Mortani Barbosa, Warren B. Gefter, Florin C. Ghesu, Investigative Radiology	2021	28
Self-supervised Learning from 100 Million Medical Images Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, arXiv (Cornell University) EngineeringMachine LearningImage AnalysisData SciencePattern Recognition	2022	26
Automated diagnosis and prognosis of COVID-19 pneumonia from initial ER chest X-rays using deep learning Jordan Chamberlin, Gilberto J. Aquino, Sophia Nance, BMC Infectious Diseases	2022	23
Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels Sebastian Gündel, Florin C. Ghesu, Saša Grbić, arXiv (Cornell University) Multiple Instance LearningEngineeringMachine LearningDiagnosisDiagnostic Imaging	2019	20
AUCReshaping: improved sensitivity at high-specificity Sheethal Bhat, Awais Mansoor, Bogdan Georgescu, Scientific Reports	2023	14

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