MapperPlus: Agnostic clustering of high-dimension data for precision medicine
Datta, Esha, Ballal, Aditya, López, Javier E, Izu, Leighton T
Published in PLOS digital health (01.08.2023)
Published in PLOS digital health (01.08.2023)
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Journal Article
Can Online Learning Increase the Reliability of Extreme Mobility Management?
Li, Yuanjie, Datta, Esha, Ding, Jiaxin, Shroff, Ness B., Liu, Xin
Published in 2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS) (25.06.2021)
Published in 2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS) (25.06.2021)
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Conference Proceeding
Abstract 14875: Topological Data Analysis of Electronic Health Record Features Predicts Major Cardiovascular Outcomes After Revascularization for Acute Myocardial Infarction
Lopez, Javier E, Datta, Esha, Ballal, Aditya, Izu, Leighton T
Published in Circulation (New York, N.Y.) (08.11.2022)
Published in Circulation (New York, N.Y.) (08.11.2022)
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Journal Article
Abstract 14554: Novel Upstream Targets for Atrial Fibrillation
Sirish, Padmini, Yang, Jun, Datta, Esha, Ballal, Aditya, Srivatsa, Uma N, Kiaii, Bob, Izu, Leighton, Hammock, Bruce D, Chiamvimonvat, Nipavan
Published in Circulation (New York, N.Y.) (08.11.2022)
Published in Circulation (New York, N.Y.) (08.11.2022)
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Journal Article
Abstract 16360: Myocardial Injury and Rapid Unsupervised Topological Clustering of Electronic Health Record Features Predict Death and Length of Stay During a COVID-19 Hospitalization
Zarate Jarquin, Juan C, Vazquez, Eliseo T, Datta, Esha, Ballal, Aditya, Izu, Leighton T, Haczku, Angela, Whistler, Jennifer L, Lopez, Javier E
Published in Circulation (New York, N.Y.) (07.11.2023)
Published in Circulation (New York, N.Y.) (07.11.2023)
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Journal Article
Enhancing precision medicine using topological data analysis: a study on myocardial infarction patients
Datta, Esha, López, Javier E., Atsina, Kwame, Cortez-Toledo, Elizabeth, Pandal, Perman, Bernal-Fausto, Alejandra G., Izu, Leighton T.
Published in Biophysical journal (11.02.2022)
Published in Biophysical journal (11.02.2022)
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Journal Article
Spinal cord grey matter segmentation challenge
Prados, Ferran, Ashburner, John, Blaiotta, Claudia, Brosch, Tom, Carballido-Gamio, Julio, Cardoso, Manuel Jorge, Conrad, Benjamin N., Datta, Esha, Dávid, Gergely, Leener, Benjamin De, Dupont, Sara M., Freund, Patrick, Wheeler-Kingshott, Claudia A.M. Gandini, Grussu, Francesco, Henry, Roland, Landman, Bennett A., Ljungberg, Emil, Lyttle, Bailey, Ourselin, Sebastien, Papinutto, Nico, Saporito, Salvatore, Schlaeger, Regina, Smith, Seth A., Summers, Paul, Tam, Roger, Yiannakas, Marios C., Zhu, Alyssa, Cohen-Adad, Julien
Published in NeuroImage (Orlando, Fla.) (15.05.2017)
Published in NeuroImage (Orlando, Fla.) (15.05.2017)
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Journal Article
Functional connectomics and the multiscale view of acute myocardial infarction (MI)
Izu, Leighton T., Datta, Esha, Ballal, Aditya, Izu, Miki R., Cortez-Toledo, Elizabeth, Awolope, Anna, López, Javier E.
Published in Biophysical journal (10.02.2023)
Published in Biophysical journal (10.02.2023)
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Journal Article
Mindcontrol: A web application for brain segmentation quality control
Keshavan, Anisha, Datta, Esha, M. McDonough, Ian, Madan, Christopher R., Jordan, Kesshi, Henry, Roland G.
Published in NeuroImage (Orlando, Fla.) (15.04.2018)
Published in NeuroImage (Orlando, Fla.) (15.04.2018)
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Journal Article
Gray matter segmentation of the spinal cord with active contours in MR images
Datta, Esha, Papinutto, Nico, Schlaeger, Regina, Zhu, Alyssa, Carballido-Gamio, Julio, Henry, Roland G.
Published in NeuroImage (Orlando, Fla.) (15.02.2017)
Published in NeuroImage (Orlando, Fla.) (15.02.2017)
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Journal Article
Association of HLA Genetic Risk Burden With Disease Phenotypes in Multiple Sclerosis
Isobe, Noriko, Keshavan, Anisha, Gourraud, Pierre-Antoine, Zhu, Alyssa H, Datta, Esha, Schlaeger, Regina, Caillier, Stacy J, Santaniello, Adam, Lizée, Antoine, Himmelstein, Daniel S, Baranzini, Sergio E, Hollenbach, Jill, Cree, Bruce A C, Hauser, Stephen L, Oksenberg, Jorge R, Henry, Roland G
Published in JAMA neurology (01.07.2016)
Published in JAMA neurology (01.07.2016)
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Journal Article
Gradient nonlinearity effects on upper cervical spinal cord area measurement from 3D T1‐weighted brain MRI acquisitions
Papinutto, Nico, Bakshi, Rohit, Bischof, Antje, Calabresi, Peter A., Caverzasi, Eduardo, Constable, R. Todd, Datta, Esha, Kirkish, Gina, Nair, Govind, Oh, Jiwon, Pelletier, Daniel, Pham, Dzung L., Reich, Daniel S., Rooney, William, Roy, Snehashis, Schwartz, Daniel, Shinohara, Russell T., Sicotte, Nancy L., Stern, William A., Tagge, Ian, Tauhid, Shahamat, Tummala, Subhash, Henry, Roland G.
Published in Magnetic resonance in medicine (01.03.2018)
Published in Magnetic resonance in medicine (01.03.2018)
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Journal Article