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Author Details

Shikha Chaganti
Vanderbilt University
2014
23
9
PMIDPaper TitleJournal TitlePublished Year
36571386Health Conditions Associated with Alzheimer's Disease and Vascular Dementia.Ann Neurol2023
34981404pyPheWAS: A Phenome-Disease Association Tool for Electronic Medical Record Analysis.Neuroinformatics2022
32662293Using phecode analysis to characterize co-occurring medical conditions in autism spectrum disorder.Autism2021
33686818Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings.Korean J Radiol2021
33934177Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort.Eur Radiol2021
33229950Correlation of Automated Computed Tomography Volumetric Analysis Metrics With Motility Disturbances in Thyroid Eye Disease.Ophthalmic Plast Reconstr Surg2021
32550252Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT.ArXiv2020
33928255Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT.Radiol Artif Intell2020
30602428Electronic Medical Record Context Signatures Improve Diagnostic Classification Using Medical Image Computing.IEEE J Biomed Health Inform2019
35098262Contextual Deep Regression Network for Volume Estimation in Orbital CT.Med Image Comput Comput Assist Interv2019
31774837Discovering novel disease comorbidities using electronic medical records.PLoS One2019
31762533Montage based 3D Medical Image Retrieval from Traumatic Brain Injury Cohort using Deep Convolutional Neural Network.Proc SPIE Int Soc Opt Eng2019
31197558Assessment of Orbital Computed Tomography (CT) Imaging Biomarkers in Patients with Thyroid Eye Disease.J Digit Imaging2019
31247249Anatomical context improves deep learning on the brain age estimation task.Magn Reson Imaging2019
29725960Towards Portable Large-Scale Image Processing with High-Performance Computing.J Digit Imaging2018
29887660QUADRATIC: Quality of Dice in Registration Circuits.Proc SPIE Int Soc Opt Eng2018
30345325Imaging biomarkers in thyroid eye disease and their clinical associations.J Med Imaging (Bellingham)2018
28736470Structural-Functional Relationships Between Eye Orbital Imaging Biomarkers and Clinical Visual Assessments.Proc SPIE Int Soc Opt Eng2017
29392245EMR-Radiological Phenotypes in Diseases of the Optic Nerve and their Association with Visual Function.Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2017)2017
28736474Phenotype Analysis of Early Risk Factors from Electronic Medical Records Improves Image-Derived Diagnostic Classifiers for Optic Nerve Pathology.Proc SPIE Int Soc Opt Eng2017
27127330Structural Functional Associations of the Orbit in Thyroid Eye Disease: Kalman Filters to Track Extraocular Rectal Muscles.Proc SPIE Int Soc Opt Eng2016
27127331A Bayesian Framework for Early Risk Prediction in Traumatic Brain Injury.Proc SPIE Int Soc Opt Eng2016
26158064Robust optic nerve segmentation on clinically acquired computed tomography.J Med Imaging (Bellingham)2014
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Collaborators

Vanderbilt University
Co-authored papers 19
Vanderbilt Eye Institute, Vanderbilt University
Co-authored papers 10
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Co-authored papers 7
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Co-authored papers 6
Vanderbilt University
Co-authored papers 5
Siemens Healthineers
Co-authored papers 4
Vanderbilt University Medical Center.
Co-authored papers 4
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Co-authored papers 3
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Co-authored papers 2
Vanderbilt University
Co-authored papers 2
Co-authored papers 1
National Institute on Aging, National Institutes of Health
Co-authored papers 1
Vanderbilt University Medical Center
Co-authored papers 1
Liaoning University
Co-authored papers 1
Vanderbilt University Medical Center
Co-authored papers 1