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Author Details

Shounak Datta
Duke University
2015
12
7
PMIDPaper TitleJournal TitlePublished Year
36410708Deep Learning-Assisted Detection of Glaucoma Progression in Spectral-Domain OCT.Ophthalmol Glaucoma2023
36590701Physiologic signatures within six hours of hospitalization identify acute illness phenotypes.PLOS Digit Health2022
35576007Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform.JAMA Netw Open2022
30998486Fuzzy Clustering to Identify Clusters at Different Levels of Fuzziness: An Evolutionary Multiobjective Optimization Approach.IEEE Trans Cybern2021
33648766Optimizing predictive strategies for acute kidney injury after major vascular surgery.Surgery2021
34131181RetiNerveNet: using recursive deep learning to estimate pointwise 24-2 visual field data based on retinal structure.Sci Rep2021
33436272Reinforcement learning in surgery.Surgery2021
32531520Added Value of Intraoperative Data for Predicting Postoperative Complications: The MySurgeryRisk PostOp Extension.J Surg Res2020
32818080Artificial Intelligence Mapping of Structure to Function in Glaucoma.Transl Vis Sci Technol2020
30281494Multiobjective Support Vector Machines: Handling Class Imbalance With Pareto Optimality.IEEE Trans Neural Netw Learn Syst2019
29993560Adaptive Learning-Based -Nearest Neighbor Classifiers With Resilience to Class Imbalance.IEEE Trans Neural Netw Learn Syst2018
26210983Near-Bayesian Support Vector Machines for imbalanced data classification with equal or unequal misclassification costs.Neural Netw2015
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Collaborators

Azra Bihorac
University of Florida, Univerzitet u Sarajevu Medicinski Fakultet
Co-authored papers 5
Tezcan Ozrazgat-Baslanti
University of Florida
Co-authored papers 5
Tyler J Loftus
University of Florida Health
Co-authored papers 4
Matthew M Ruppert
Intelligent Clinical Care Center, University of Florida
Co-authored papers 4
Benjamin Shickel
University of Florida
Co-authored papers 3
Parisa Rashidi
University of Florida, Washington State University
Co-authored papers 3
Yuanfang Ren
Intelligent Clinical Care Center, University of Florida
Co-authored papers 3
Gilbert R Upchurch
University of Florida
Co-authored papers 2
Zheng Feng
University of Florida
Co-authored papers 1
Ziyuan Guan
University of Florida
Co-authored papers 1
Ziyuan Guan
University of Florida
Co-authored papers 1
Michol A Cooper
University of Florida
Co-authored papers 1
Chris Giordano
University of Florida College of Medicine
Co-authored papers 1
Ying-Chih Peng
University of Florida
Co-authored papers 1
Yanjun Li
University of Florida
Co-authored papers 1
Shunshun Miao
University of Florida
Co-authored papers 1
Yanjun Li
University of Florida
Co-authored papers 1
Gilbert R Upchurch
University of Florida
Co-authored papers 1
Gilbert R Upchurch
University of Florida
Co-authored papers 1
Patrick J Tighe
University of Florida
Co-authored papers 1
Chris Giordano
University of Florida
Co-authored papers 1
Amanda C Filiberto
University of Florida
Co-authored papers 1
Philip A Efron
University of Florida Health
Co-authored papers 1
Parisa Rashidi
University of Florida
Co-authored papers 1
Release 1.2