Sudhir Sornapudi

Publications

355

Citations

H-Index

2018

Active since

Affiliations

Missouri University of Science and Technology(Current)

National Center for Biotechnology Information

University of Missouri Hospital

National Institutes of Health

University of Oklahoma Health Sciences Center

Sudhir Sornapudi is an author at Missouri University of Science and Technology specializing in machine learning, medical image computing, and deep learning.

ORCID

Top concepts

RadiologyEngineeringDeep LearningImage AnalysisMachine LearningMedical Image ComputingComputer-aided DiagnosisMedical ImagingHealthMedicine

Publications per year

2018–2021

Publications

Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels

Sudhir Sornapudi, Ronald J Stanley, William V. Stoecker et al. · Journal of Pathology Informatics · 2018 · 105 citations · Full text

Region-Based Automated Localization of Colonoscopy and Wireless Capsule Endoscopy Polyps

Sudhir Sornapudi, Frank Meng, Steven Yi · Applied Sciences · 2019 · 78 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Analyzing inter-reader variability affecting deep ensemble learning for COVID-19 detection in chest radiographs

Sivaramakrishnan Rajaraman, Sudhir Sornapudi, Philip O. Alderson et al. · PLoS ONE · 2020 · 61 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +25

Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs

Sivaramakrishnan Rajaraman, Sudhir Sornapudi, Marc Kohli et al. · 2019 · 25 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +21

EpithNet: Deep Regression for Epithelium Segmentation in Cervical Histology Images

Sudhir Sornapudi, Jason Hagerty, R. Joe Stanley et al. · Journal of Pathology Informatics · 2020 · 24 citations · Full text

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