Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort
Mortani Barbosa, Eduardo J., Georgescu, Bogdan, Chaganti, Shikha, Aleman, Gorka Bastarrika, Cabrero, Jordi Broncano, Chabin, Guillaume, Flohr, Thomas, Grenier, Philippe, Grbic, Sasa, Gupta, Nakul, Mellot, François, Nicolaou, Savvas, Re, Thomas, Sanelli, Pina, Sauter, Alexander W., Yoo, Youngjin, Ziebandt, Valentin, Comaniciu, Dorin
Published in European radiology (01.11.2021)
Published in European radiology (01.11.2021)
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Journal Article
Using phecode analysis to characterize co-occurring medical conditions in autism spectrum disorder
Failla, Michelle D, Schwartz, Kyle L, Chaganti, Shikha, Cutting, Laurie E, Landman, Bennett A, Cascio, Carissa J
Published in Autism : the international journal of research and practice (01.04.2021)
Published in Autism : the international journal of research and practice (01.04.2021)
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Journal Article
Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings
Weikert, Thomas, Rapaka, Saikiran, Grbic, Sasa, Re, Thomas, Chaganti, Shikha, Winkel, David J, Anastasopoulos, Constantin, Niemann, Tilo, Wiggli, Benedikt J, Bremerich, Jens, Twerenbold, Raphael, Sommer, Gregor, Comaniciu, Dorin, Sauter, Alexander W
Published in Korean journal of radiology (01.06.2021)
Published in Korean journal of radiology (01.06.2021)
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Journal Article
Discovering novel disease comorbidities using electronic medical records
Chaganti, Shikha, Welty, Valerie F, Taylor, Warren, Albert, Kimberly, Failla, Michelle D, Cascio, Carissa, Smith, Seth, Mawn, Louise, Resnick, Susan M, Beason-Held, Lori L, Bagnato, Francesca, Lasko, Thomas, Blume, Jeffrey D, Landman, Bennett A
Published in PloS one (27.11.2019)
Published in PloS one (27.11.2019)
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Journal Article
Assessment of Orbital Computed Tomography (CT) Imaging Biomarkers in Patients with Thyroid Eye Disease
Chaganti, Shikha, Mundy, Kevin, DeLisi, Michael P., Nelson, Katrina M., Harrigan, Robert L., Galloway, Robert L., Landman, Bennett A., Mawn, Louise A.
Published in Journal of digital imaging (01.12.2019)
Published in Journal of digital imaging (01.12.2019)
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Journal Article
4420 Characterizing medical comorbidity prior to autism diagnosis in children before age two
Failla, Michelle D, Schwartz, Kyle, Chaganti, Shikha, Woynaroski, Tiffany G, Cutting, Laurie, Landman, Bennett, Cascio, Carissa
Published in Journal of clinical and translational science (01.06.2020)
Published in Journal of clinical and translational science (01.06.2020)
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Journal Article
Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings
Thomas Weikert, Saikiran Rapaka, Sasa Grbic, Thomas Re, Shikha Chaganti, David J. Winkel, Constantin Anastasopoulos, Tilo Niemann, Benedikt J. Wiggli, Jens Bremerich, Raphael Twerenbold, Gregor Sommer, Dorin Comaniciu, Alexander W. Sauter
Published in Korean journal of radiology (2021)
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Published in Korean journal of radiology (2021)
Journal Article
QUADRATIC: Quality of Dice in Registration Circuits
Chaganti, Shikha, Landman, Bennett A
Published in Proceedings of SPIE, the international society for optical engineering (01.03.2018)
Published in Proceedings of SPIE, the international society for optical engineering (01.03.2018)
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Journal Article
Anatomical context improves deep learning on the brain age estimation task
Bermudez, Camilo, Plassard, Andrew J., Chaganti, Shikha, Huo, Yuankai, Aboud, Katherine S., Cutting, Laurie E., Resnick, Susan M., Landman, Bennett A.
Published in Magnetic resonance imaging (01.10.2019)
Published in Magnetic resonance imaging (01.10.2019)
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Journal Article
Health conditions that predict Alzheimer’s disease and vascular dementia: A phenome‐disease association study
Beason‐Held, Lori L, Kerley, Cailey I, Chaganti, Shikha, Moghekar, Abhay, Thambisetty, Madhav, Resnick, Susan M, Landman, Bennett A
Published in Alzheimer's & dementia (01.12.2021)
Published in Alzheimer's & dementia (01.12.2021)
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Journal Article
Health Conditions Associated with Alzheimer's Disease and Vascular Dementia
Beason‐Held, Lori L., Kerley, Cailey I., Chaganti, Shikha, Moghekar, Abhay, Thambisetty, Madhav, Ferrucci, Luigi, Resnick, Susan M., Landman, Bennett A.
Published in Annals of neurology (01.04.2023)
Published in Annals of neurology (01.04.2023)
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Journal Article
Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT
Chaganti, Shikha, Grenier, Philippe, Balachandran, Abishek, Chabin, Guillaume, Cohen, Stuart, Flohr, Thomas, Georgescu, Bogdan, Grbic, Sasa, Liu, Siqi, Mellot, François, Murray, Nicolas, Nicolaou, Savvas, Parker, William, Re, Thomas, Sanelli, Pina, Sauter, Alexander W, Xu, Zhoubing, Yoo, Youngjin, Ziebandt, Valentin, Comaniciu, Dorin
Published in Radiology. Artificial intelligence (01.07.2020)
Published in Radiology. Artificial intelligence (01.07.2020)
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Journal Article
Using phecode analysis to characterize co-occurring medical conditions in autism spectrum disorders
Failla, Michelle D., Schwartz, Kyle L., Chaganti, Shikha, Cutting, Laurie E., Landman, Bennett A., Cascio, Carissa J.
Published in Autism : the international journal of research and practice (14.07.2020)
Published in Autism : the international journal of research and practice (14.07.2020)
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Journal Article
pyPheWAS: A Phenome-Disease Association Tool for Electronic Medical Record Analysis
Kerley, Cailey I., Chaganti, Shikha, Nguyen, Tin Q., Bermudez, Camilo, Cutting, Laurie E., Beason-Held, Lori L., Lasko, Thomas, Landman, Bennett A.
Published in Neuroinformatics (Totowa, N.J.) (01.04.2022)
Published in Neuroinformatics (Totowa, N.J.) (01.04.2022)
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Journal Article
Montage based 3D Medical Image Retrieval from Traumatic Brain Injury Cohort using Deep Convolutional Neural Network
Kerley, Cailey I, Huo, Yuankai, Chaganti, Shikha, Bao, Shunxing, Patel, Mayur B, Landman, Bennett A
Published in Proceedings of SPIE, the international society for optical engineering (01.02.2019)
Published in Proceedings of SPIE, the international society for optical engineering (01.02.2019)
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Journal Article
Electronic Medical Record Context Signatures Improve Diagnostic Classification Using Medical Image Computing
Chaganti, Shikha, Mawn, Louise A., Kang, Hakmook, Egan, Josephine, Resnick, Susan M., Beason-Held, Lori L., Landman, Bennett A., Lasko, Thomas A.
Published in IEEE journal of biomedical and health informatics (01.09.2019)
Published in IEEE journal of biomedical and health informatics (01.09.2019)
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Journal Article
Phenotype Analysis of Early Risk Factors from Electronic Medical Records Improves Image-Derived Diagnostic Classifiers for Optic Nerve Pathology
Chaganti, Shikha, Nabar, Kunal P, Nelson, Katrina M, Mawn, Louise A, Landman, Bennett A
Published in Proceedings of SPIE, the international society for optical engineering (11.02.2017)
Published in Proceedings of SPIE, the international society for optical engineering (11.02.2017)
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Journal Article
Structural Functional Associations of the Orbit in Thyroid Eye Disease: Kalman Filters to Track Extraocular Rectal Muscles
Chaganti, Shikha, Nelson, Katrina, Mundy, Kevin, Luo, Yifu, Harrigan, Robert L, Damon, Steve, Fabbri, Daniel, Mawn, Louise, Landman, Bennett
Published in Proceedings of SPIE, the international society for optical engineering (27.02.2016)
Published in Proceedings of SPIE, the international society for optical engineering (27.02.2016)
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Journal Article
Towards Portable Large-Scale Image Processing with High-Performance Computing
Huo, Yuankai, Blaber, Justin, Damon, Stephen M., Boyd, Brian D., Bao, Shunxing, Parvathaneni, Prasanna, Noguera, Camilo Bermudez, Chaganti, Shikha, Nath, Vishwesh, Greer, Jasmine M., Lyu, Ilwoo, French, William R., Newton, Allen T., Rogers, Baxter P., Landman, Bennett A.
Published in Journal of digital imaging (01.06.2018)
Published in Journal of digital imaging (01.06.2018)
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Journal Article