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Author Details
Full Name
Shikha Chaganti
Affiliation
Vanderbilt University
ORCID
Career Start Year
2014
Papers
23
H Index
9
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
36571386
Health Conditions Associated with Alzheimer's Disease and Vascular Dementia.
Ann Neurol
2023
34981404
pyPheWAS: A Phenome-Disease Association Tool for Electronic Medical Record Analysis.
Neuroinformatics
2022
32662293
Using phecode analysis to characterize co-occurring medical conditions in autism spectrum disorder.
Autism
2021
33686818
Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings.
Korean J Radiol
2021
33934177
Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort.
Eur Radiol
2021
33229950
Correlation of Automated Computed Tomography Volumetric Analysis Metrics With Motility Disturbances in Thyroid Eye Disease.
Ophthalmic Plast Reconstr Surg
2021
32550252
Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT.
ArXiv
2020
33928255
Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT.
Radiol Artif Intell
2020
30602428
Electronic Medical Record Context Signatures Improve Diagnostic Classification Using Medical Image Computing.
IEEE J Biomed Health Inform
2019
35098262
Contextual Deep Regression Network for Volume Estimation in Orbital CT.
Med Image Comput Comput Assist Interv
2019
31774837
Discovering novel disease comorbidities using electronic medical records.
PLoS One
2019
31762533
Montage based 3D Medical Image Retrieval from Traumatic Brain Injury Cohort using Deep Convolutional Neural Network.
Proc SPIE Int Soc Opt Eng
2019
31197558
Assessment of Orbital Computed Tomography (CT) Imaging Biomarkers in Patients with Thyroid Eye Disease.
J Digit Imaging
2019
31247249
Anatomical context improves deep learning on the brain age estimation task.
Magn Reson Imaging
2019
29725960
Towards Portable Large-Scale Image Processing with High-Performance Computing.
J Digit Imaging
2018
29887660
QUADRATIC: Quality of Dice in Registration Circuits.
Proc SPIE Int Soc Opt Eng
2018
30345325
Imaging biomarkers in thyroid eye disease and their clinical associations.
J Med Imaging (Bellingham)
2018
28736470
Structural-Functional Relationships Between Eye Orbital Imaging Biomarkers and Clinical Visual Assessments.
Proc SPIE Int Soc Opt Eng
2017
29392245
EMR-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
28736474
Phenotype Analysis of Early Risk Factors from Electronic Medical Records Improves Image-Derived Diagnostic Classifiers for Optic Nerve Pathology.
Proc SPIE Int Soc Opt Eng
2017
27127330
Structural Functional Associations of the Orbit in Thyroid Eye Disease: Kalman Filters to Track Extraocular Rectal Muscles.
Proc SPIE Int Soc Opt Eng
2016
27127331
A Bayesian Framework for Early Risk Prediction in Traumatic Brain Injury.
Proc SPIE Int Soc Opt Eng
2016
26158064
Robust optic nerve segmentation on clinically acquired computed tomography.
J Med Imaging (Bellingham)
2014
1 - 23 of 23
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Daniel L Rubin
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row(s) 1 - 30 of 30
Collaborators
Bennett A Landman
Vanderbilt University
Co-authored papers
19
Louise A Mawn
Vanderbilt Eye Institute, Vanderbilt University
Co-authored papers
10
Katrina M Nelson
Vanderbilt University
Co-authored papers
7
Robert L Harrigan
Vanderbilt University
Co-authored papers
6
Thomas A Lasko
Vanderbilt University
Co-authored papers
5
Dorin Comaniciu
Siemens Healthineers
Co-authored papers
4
Kevin M Mundy
Vanderbilt University Medical Center.
Co-authored papers
4
Andrew J Plassard
Vanderbilt University
Co-authored papers
3
Mayur B Patel
Vanderbilt University Medical Center
Co-authored papers
2
Stephen M Damon
Vanderbilt University
Co-authored papers
2
Josephine M Egan
Co-authored papers
1
Luigi Ferrucci
National Institute on Aging, National Institutes of Health
Co-authored papers
1
Jamie R Robinson
Vanderbilt University Medical Center
Co-authored papers
1
Yifu Luo
Liaoning University
Co-authored papers
1
Daniel Fabbri
Vanderbilt University Medical Center
Co-authored papers
1
1 - 15