Publications by authors named "Rodney Long"

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MEDICATION EXPOSURE AND NEURODEGENERATIVE DISEASE RISK ACROSS NATIONAL BIOBANKS.
Kristin S Levine, Lana Sargent, Emma N Somerville, Vanessa Pitz, Elvin T Price, Rodney Alan Long

medRxiv· July 2025

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A new AI-assisted data standard accelerates interoperability in biomedical research.
Rodney Alan Long, Shannon Ballard, Syed Shah, Owen Bianchi, Lietsel Jones

medRxiv· November 2024

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Spatio-functional parcellation of resting state fMRI.
Harshit Parmar, Brian Nutter, Sunanda Mitra, Rodney Long, Sameer Antani

Proc IEEE Southwest Symp Image Anal Interpret· March 2024

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Deep multiple-instance learning for abnormal cell detection in cervical histopathology images.
Anabik Pal, Zhiyun Xue, Kanan Desai, Adekunbiola Aina F Banjo, Clement Akinfolarin Adepiti, L Rodney Long

Comput Biol Med· November 2021

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Visualizing temporal brain-state changes for fMRI using t-distributed stochastic neighbor embedding.
Harshit Parmar, Brian Nutter, Rodney Long, Sameer Antani, Sunanda Mitra

J Med Imaging (Bellingham)· July 2021

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Automated Cervical Digitized Histology Whole-Slide Image Analysis Toolbox.
Sudhir Sornapudi, Ravitej Addanki, R Joe Stanley, William V Stoecker, Rodney Long

J Pathol Inform· June 2021

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A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices.
Zhiyun Xue, Peng Guo, Kanan T Desai, Anabik Pal, Kayode O Ajenifuja, L Rodney Long

Proc IEEE Int Symp Comput Based Med Syst· June 2021

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Network Visualization and Pyramidal Feature Comparison for Ablative Treatability Classification Using Digitized Cervix Images.
Peng Guo, Zhiyun Xue, Jose Jeronimo, Julia C Gage, Kanan T Desai, L Rodney Long

J Clin Med· March 2021

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Deep Metric Learning for Cervical Image Classification.
Anabik Pal, Zhiyun Xue, Brian Befano, Ana Cecilia Rodriguez, L Rodney Long

IEEE Access· March 2021

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Selective synthetic augmentation with HistoGAN for improved histopathology image classification.
Yuan Xue, Jiarong Ye, Qianying Zhou, L Rodney Long, Sameer Antani

Med Image Anal· January 2021

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DeepCIN: Attention-Based Cervical histology Image Classification with Sequential Feature Modeling for Pathologist-Level Accuracy.
Sudhir Sornapudi, R Joe Stanley, William V Stoecker, Rodney Long, Zhiyun Xue

J Pathol Inform· December 2020

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Comparing Deep Learning Models for Multi-cell Classification in Liquid- based Cervical Cytology Image.
Sudhir Sornapudi, Gregory T Brown, Zhiyun Xue, Rodney Long, Lisa Allen

AMIA Annu Symp Proc· September 2020

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Spatiotemporal feature extraction and classification of Alzheimer's disease using deep learning 3D-CNN for fMRI data.
Harshit Parmar, Brian Nutter, Rodney Long, Sameer Antani, Sunanda Mitra

J Med Imaging (Bellingham)· September 2020

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Ensemble Deep Learning for Cervix Image Selection toward Improving Reliability in Automated Cervical Precancer Screening.
Peng Guo, Zhiyun Xue, Zac Mtema, Karen Yeates, Ophira Ginsburg, L Rodney Long

Diagnostics (Basel)· July 2020

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EpithNet: Deep Regression for Epithelium Segmentation in Cervical Histology Images.
Sudhir Sornapudi, Jason Hagerty, R Joe Stanley, William V Stoecker, Rodney Long

J Pathol Inform· March 2020

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Cross-Dataset Evaluation of Deep Learning Networks for Uterine Cervix Segmentation.
Peng Guo, Zhiyun Xue, L Rodney Long, Sameer Antani

Diagnostics (Basel)· January 2020

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An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening.
Liming Hu, David Bell, Sameer Antani, Zhiyun Xue, Kai Yu, L Rodney Long

J Natl Cancer Inst· September 2019

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Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs.
Prasanth Ganesan, Sivaramakrishnan Rajaraman, Rodney Long, Behnaz Ghoraani, Sameer Antani

Annu Int Conf IEEE Eng Med Biol Soc· July 2019

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Performance Evaluation of a Generative Adversarial Network for Deblurring Mobile-phone Cervical Images.
Prasanth Ganesan, Zhiyun Xue, Sanjana Singh, Rodney Long, Behnaz Ghoraani

Annu Int Conf IEEE Eng Med Biol Soc· July 2019

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SegAN: Adversarial Network with Multi-scale L Loss for Medical Image Segmentation.
Yuan Xue, Tao Xu, Han Zhang, L Rodney Long, Xiaolei Huang

Neuroinformatics· October 2018

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Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning.
Zhiyun Xue, Rodney Long, Stefan Jaeger, Les Folio, R George Thoma

Annu Int Conf IEEE Eng Med Biol Soc· July 2018

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Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels.
Sudhir Sornapudi, Ronald Joe Stanley, William V Stoecker, Haidar Almubarak, Rodney Long

J Pathol Inform· March 2018

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Multi-feature based Benchmark for Cervical Dysplasia Classification Evaluation.
Tao Xu, Han Zhang, Cheng Xin, Edward Kim, L Rodney Long

Pattern Recognit· March 2017

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Enhancements in localized classification for uterine cervical cancer digital histology image assessment.
Peng Guo, Haidar Almubarak, Koyel Banerjee, R Joe Stanley, Rodney Long

J Pathol Inform· December 2016

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Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis With Fusion-Based Classification.
Peng Guo, Koyel Banerjee, R Joe Stanley, Rodney Long, Sameer Antani

IEEE J Biomed Health Inform· November 2016

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