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Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels.
J Pathol Inform. 2018 Mar 5;9:5. doi: 10.4103/jpi.jpi_74_17. eCollection 2018.
J Pathol Inform. 2018.
PMID: 29619277
Free PMC article.
EpithNet: Deep Regression for Epithelium Segmentation in Cervical Histology Images.
Sornapudi S, Hagerty J, Stanley RJ, Stoecker WV, Long R, Antani S, Thoma G, Zuna R, Frazier SR.
Sornapudi S, et al.
J Pathol Inform. 2020 Mar 30;11:10. doi: 10.4103/jpi.jpi_53_19. eCollection 2020.
J Pathol Inform. 2020.
PMID: 32477616
Free PMC article.
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DeepCIN: Attention-Based Cervical histology Image Classification with Sequential Feature Modeling for Pathologist-Level Accuracy.
Sornapudi S, Stanley RJ, Stoecker WV, Long R, Xue Z, Zuna R, Frazier SR, Antani S.
Sornapudi S, et al.
J Pathol Inform. 2020 Dec 24;11:40. doi: 10.4103/jpi.jpi_50_20. eCollection 2020.
J Pathol Inform. 2020.
PMID: 33828898
Free PMC article.
Item in Clipboard
Automated Cervical Digitized Histology Whole-Slide Image Analysis Toolbox.
Sornapudi S, Addanki R, Stanley RJ, Stoecker WV, Long R, Zuna R, Frazier SR, Antani S.
Sornapudi S, et al.
J Pathol Inform. 2021 Jun 9;12:26. doi: 10.4103/jpi.jpi_52_20. eCollection 2021.
J Pathol Inform. 2021.
PMID: 34447606
Free PMC article.
Item in Clipboard
Comparing Deep Learning Models for Multi-cell Classification in Liquid- based Cervical Cytology Image.
Sornapudi S, Brown GT, Xue Z, Long R, Allen L, Antani S.
Sornapudi S, et al.
AMIA Annu Symp Proc. 2020 Mar 4;2019:820-827. eCollection 2019.
AMIA Annu Symp Proc. 2020.
PMID: 32308878
Free PMC article.
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Analyzing inter-reader variability affecting deep ensemble learning for COVID-19 detection in chest radiographs.
Rajaraman S, Sornapudi S, Alderson PO, Folio LR, Antani SK.
Rajaraman S, et al. Among authors: sornapudi s.
PLoS One. 2020 Nov 12;15(11):e0242301. doi: 10.1371/journal.pone.0242301. eCollection 2020.
PLoS One. 2020.
PMID: 33180877
Free PMC article.
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Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs.
Rajaraman S, Sornapudi S, Kohli M, Antani S.
Rajaraman S, et al. Among authors: sornapudi s.
Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:3689-3692. doi: 10.1109/EMBC.2019.8856715.
Annu Int Conf IEEE Eng Med Biol Soc. 2019.
PMID: 31946676
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