Prahlad G. Menon

Orcid: 0000-0002-4249-9319

According to our database1, Prahlad G. Menon authored at least 26 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Classification of Abnormal Cardiac Rhythm from Brief Single-Lead ECG Recordings using Embeddings from Transformer Encoder Models.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Image transformers with regional attention for classification of aneurysm rupture risk without explicit segmentation.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

Vision Transformers for AI-Driven Classification of Peripheral Artery Disease from Maximum Intensity Projections of Runoff CT Angiograms.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

3D Segmentation of Abdominal Aortic Aneurysm Walls from CT Angiograms.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
The establishment of a 3D anatomical coordinate system for defining vaginal axis and spatial position.
Comput. Methods Programs Biomed., 2021

Length of Stay in the Neonatal ICU is Predictable using Heart Rate: An Opportunity for Optimizing Managed Care.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Convolutional Neural Network based Segmentation of Abdominal Aortic Aneurysms.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Intelligent patient monitoring for proactive alerting of key personnel in intensive care: A single-center study.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Modeling Cases and Deaths per Million using Daily-Aggregated Facebook COVID-19 Symptom Survey Data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2018
Relating regional characteristics of left atrial shape to presence of scar in patients with atrial fibrillation.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Generative statistical modeling of left atrial appendage appearance to substantiate clinical paradigms for stroke risk stratification.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

2017
Personalized design and virtual evaluation of physician-modified stent grafts for juxta-renal abdominal aortic aneurysms.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

Relating Atrial Appendage Flow Stasis Risk from Computational Fluid Dynamics to Imaging Based Appearance Paradigms for Cardioembolic Risk.
Proceedings of the Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound, 2017

2016
3D shape comparison of cardiac geometries using a Laplace spectral-shape-matching approach.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016

In-vivo cell tracking to quantify endothelial cell migration during zebrafish angiogenesis.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

A neural network approach to lung nodule segmentation.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Investigating relationships between left atrial volume, symmetry, and sphericity.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

2015
Evaluating MRI based vascular wall motion as a biomarker of Fontan hemodynamic performance.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014
Novel MRI-derived quantitative biomarker for cardiac function applied to classifying ischemic cardiomyopathy within a Bayesian rule learning framework.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

A novel framework to enhance scientific knowledge of cardiovascular MRI biomarkers and their application to pediatric cardiomyopathy classification.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Computing Probabilistic Optical Flow Using Markov Random Fields.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

Characterization of a Novel Imaging-Based Metric of Patellofemoral Separation Using Computational Modeling.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

Analysis of Cardiac MRI Based Regional Timing of Left Ventricular Mechanical Contraction as a Biomarker for Electrical Dyssynchrony in Heart-Failure Patients.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

Detection of Myocardial Perfusion Defects Using First Pass Perfusion Cardiac MRI Data.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

2013
Patient-Specific Hemodynamic Evaluation of an Aortic Coarctation under Rest and Stress Conditions.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

2012
Quantitative Hemodynamic Evaluation in Children with Coarctation of Aorta: Phase Contrast Cardiovascular MRI versus Computational Fluid Dynamics.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012


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