Concepedia

Dan M. Popescu

DM

11

Publications

551

Citations

11

H-Index

2011

Active since

Affiliations

Johns Hopkins University(Current)

Johns Hopkins Medicine

Universitatea Națională de Știință și Tehnologie Politehnica București

Dan M. Popescu is an author at Johns Hopkins University specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningImage AnalysisMachine LearningComputer VisionPattern RecognitionMedicinePathologyRadiologyData Science

Publications per year

2011–2025

11

Publications

11

Deep Learning–Based Methods for Automatic Diagnosis of Skin Lesions

Hassan El-Khatib, Dan M. Popescu, Loretta Ichim · Sensors · 2020 · 145 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Preprocedure Application of Machine Learning and Mechanistic Simulations Predicts Likelihood of Paroxysmal Atrial Fibrillation Recurrence Following Pulmonary Vein Isolation

Julie K. Shade, Rheeda L. Ali, Dante Basile et al. · Circulation Arrhythmia and Electrophysiology · 2020 · 101 citations · Full text

Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart

Dan M. Popescu, Julie K. Shade, Changxin Lai et al. · Nature Cardiovascular Research · 2022 · 85 citations · Full text

Predicting risk of sudden cardiac death in patients with cardiac sarcoidosis using multimodality imaging and personalized heart modeling in a multivariable classifier

Julie K. Shade, Adityo Prakosa, Dan M. Popescu et al. · Science Advances · 2021 · 68 citations · Full text

Anatomically informed deep learning on contrast-enhanced cardiac magnetic resonance imaging for scar segmentation and clinical feature extraction

Dan M. Popescu, Haley G. Abramson, Rebecca Yu et al. · Cardiovascular Digital Health Journal · 2021 · 39 citations · Full text

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