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Shikha Chaganti
Shikha Chaganti
Siemens Healthineers
Verified email at siemens-healthineers.com
Title
Cited by
Cited by
Year
Automated quantification of CT patterns associated with COVID-19 from chest CT
S Chaganti, P Grenier, A Balachandran, G Chabin, S Cohen, T Flohr, ...
Radiology: Artificial Intelligence 2 (4), e200048, 2020
1632020
Anatomical context improves deep learning on the brain age estimation task
C Bermudez, AJ Plassard, S Chaganti, Y Huo, KS Aboud, LE Cutting, ...
Magnetic Resonance Imaging 62, 70-77, 2019
472019
Robust optic nerve segmentation on clinically acquired computed tomography
RL Harrigan, S Panda, AJ Asman, KM Nelson, S Chaganti, MP DeLisi, ...
Journal of Medical Imaging 1 (3), 034006-034006, 2014
382014
Towards portable large-scale image processing with high-performance computing
Y Huo, J Blaber, SM Damon, BD Boyd, S Bao, P Parvathaneni, ...
Journal of digital imaging 31, 304-314, 2018
282018
Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort
EJ Mortani Barbosa Jr, B Georgescu, S Chaganti, GB Aleman, JB Cabrero, ...
European radiology 31 (11), 8775-8785, 2021
25*2021
Quantification of tomographic patterns associated with COVID-19 from chest CT
S Chaganti, A Balachandran, G Chabin, S Cohen, T Flohr, B Georgescu, ...
arXiv preprint arXiv:2004.01279, 2020
202020
Electronic medical record context signatures improve diagnostic classification using medical image computing
S Chaganti, LA Mawn, H Kang, J Egan, SM Resnick, LL Beason-Held, ...
IEEE journal of biomedical and health informatics 23 (5), 2052-2062, 2018
192018
Prediction of patient management in COVID-19 using deep learning-based fully automated extraction of cardiothoracic CT metrics and laboratory findings
T Weikert, S Rapaka, S Grbic, T Re, S Chaganti, DJ Winkel, ...
Korean Journal of Radiology 22 (6), 994, 2021
182021
3d tomographic pattern synthesis for enhancing the quantification of covid-19
S Liu, B Georgescu, Z Xu, Y Yoo, G Chabin, S Chaganti, S Grbic, S Piat, ...
arXiv preprint arXiv:2005.01903, 2020
172020
Using phecode analysis to characterize co-occurring medical conditions in autism spectrum disorder
MD Failla, KL Schwartz, S Chaganti, LE Cutting, BA Landman, CJ Cascio
Autism 25 (3), 800-811, 2021
152021
Assessment of orbital computed tomography (CT) imaging biomarkers in patients with thyroid eye disease
S Chaganti, K Mundy, MP DeLisi, KM Nelson, RL Harrigan, RL Galloway, ...
Journal of Digital Imaging 32, 987-994, 2019
132019
Structural functional associations of the orbit in thyroid eye disease: Kalman filters to track extraocular rectal muscles
S Chaganti, K Nelson, K Mundy, Y Luo, RL Harrigan, S Damon, D Fabbri, ...
Medical Imaging 2016: Image Processing 9784, 391-397, 2016
122016
Discovering novel disease comorbidities using electronic medical records
S Chaganti, VF Welty, W Taylor, K Albert, MD Failla, C Cascio, S Smith, ...
PloS one 14 (11), e0225495, 2019
112019
Graph attention network based pruning for reconstructing 3D liver vessel morphology from contrasted CT images
D Zhang, S Liu, S Chaganti, E Gibson, Z Xu, S Grbic, W Cai, D Comaniciu
arXiv preprint arXiv:2003.07999, 2020
102020
A Bayesian framework for early risk prediction in traumatic brain injury
S Chaganti, AJ Plassard, L Wilson, MA Smith, MB Patel, BA Landman
Medical Imaging 2016: Image Processing 9784, 550-557, 2016
102016
pyPheWAS: a phenome-disease association tool for electronic medical record analysis
CI Kerley, S Chaganti, TQ Nguyen, C Bermudez, LE Cutting, ...
Neuroinformatics 20 (2), 483-505, 2022
82022
Phenotype analysis of early risk factors from electronic medical records improves image-derived diagnostic classifiers for optic nerve pathology
S Chaganti, KP Nabar, KM Nelson, LA Mawn, BA Landman
Medical Imaging 2017: Imaging Informatics for Healthcare, Research, and …, 2017
82017
Structural-functional relationships between eye orbital imaging biomarkers and clinical visual assessments
X Yao, S Chaganti, KP Nabar, K Nelson, A Plassard, RL Harrigan, ...
Medical Imaging 2017: Image Processing 10133, 413-419, 2017
82017
Quantification of tomographic patterns associated with COVID-19 from chest CT. ArXiv
S Chaganti, A Balachandran, G Chabin, S Cohen, T Flohr, S Liu, F Mellot, ...
arXiv preprint arXiv:2004.01279, 2020
72020
EMR-radiological phenotypes in diseases of the optic nerve and their association with visual function
S Chaganti, JR Robinson, C Bermudez, T Lasko, LA Mawn, BA Landman
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2017
62017
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Articles 1–20