An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening
Hu, Liming, Bell, David, Antani, Sameer, Xue, Zhiyun, Yu, Kai, Horning, Matthew P, Gachuhi, Noni, Wilson, Benjamin, Jaiswal, Mayoore S, Befano, Brian, Long, L Rodney, Herrero, Rolando, Einstein, Mark H, Burk, Robert D, Demarco, Maria, Gage, Julia C, Rodriguez, Ana Cecilia, Wentzensen, Nicolas, Schiffman, Mark
Published in JNCI : Journal of the National Cancer Institute (01.09.2019)
Published in JNCI : Journal of the National Cancer Institute (01.09.2019)
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Journal Article
Histology image analysis for carcinoma detection and grading
He, Lei, Long, L. Rodney, Antani, Sameer, Thoma, George R
Published in Computer methods and programs in biomedicine (01.09.2012)
Published in Computer methods and programs in biomedicine (01.09.2012)
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Journal Article
Ensemble Deep Learning for Cervix Image Selection toward Improving Reliability in Automated Cervical Precancer Screening
Guo, Peng, Xue, Zhiyun, Mtema, Zac, Yeates, Karen, Ginsburg, Ophira, Demarco, Maria, Long, L. Rodney, Schiffman, Mark, Antani, Sameer
Published in Diagnostics (Basel) (03.07.2020)
Published in Diagnostics (Basel) (03.07.2020)
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Journal Article
Cross-Dataset Evaluation of Deep Learning Networks for Uterine Cervix Segmentation
Guo, Peng, Xue, Zhiyun, Long, L Rodney, Antani, Sameer
Published in Diagnostics (Basel) (14.01.2020)
Published in Diagnostics (Basel) (14.01.2020)
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Journal Article
Deep Metric Learning for Cervical Image Classification
Pal, Anabik, Xue, Zhiyun, Befano, Brian, Rodriguez, Ana Cecilia, Long, L. Rodney, Schiffman, Mark, Antani, Sameer
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
SegAN: Adversarial Network with Multi-scale L 1 Loss for Medical Image Segmentation
Xue, Yuan, Xu, Tao, Zhang, Han, Long, L Rodney, Huang, Xiaolei
Published in Neuroinformatics (Totowa, N.J.) (01.10.2018)
Published in Neuroinformatics (Totowa, N.J.) (01.10.2018)
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Journal Article
Selective synthetic augmentation with HistoGAN for improved histopathology image classification
Xue, Yuan, Ye, Jiarong, Zhou, Qianying, Long, L. Rodney, Antani, Sameer, Xue, Zhiyun, Cornwell, Carl, Zaino, Richard, Cheng, Keith C., Huang, Xiaolei
Published in Medical image analysis (01.01.2021)
Published in Medical image analysis (01.01.2021)
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Journal Article
Multi-feature based benchmark for cervical dysplasia classification evaluation
Xu, Tao, Zhang, Han, Xin, Cheng, Kim, Edward, Long, L. Rodney, Xue, Zhiyun, Antani, Sameer, Huang, Xiaolei
Published in Pattern recognition (01.03.2017)
Published in Pattern recognition (01.03.2017)
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Journal Article
Multimodal Entity Coreference for Cervical Dysplasia Diagnosis
Dezhao Song, Kim, Edward, Xiaolei Huang, Patruno, Joseph, Munoz-Avila, Hector, Heflin, Jeff, Long, L. Rodney, Antani, Sameer
Published in IEEE transactions on medical imaging (01.01.2015)
Published in IEEE transactions on medical imaging (01.01.2015)
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Journal Article
Deep multiple-instance learning for abnormal cell detection in cervical histopathology images
Pal, Anabik, Xue, Zhiyun, Desai, Kanan, Aina F Banjo, Adekunbiola, Adepiti, Clement Akinfolarin, Long, L. Rodney, Schiffman, Mark, Antani, Sameer
Published in Computers in biology and medicine (01.11.2021)
Published in Computers in biology and medicine (01.11.2021)
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Journal Article
Content-based image retrieval for scientific literature access
Deserno, T M, Antani, S, Long, L Rodney
Published in Methods of information in medicine (01.01.2009)
Published in Methods of information in medicine (01.01.2009)
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Journal Article
SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation
Xue, Yuan, Xu, Tao, Zhang, Han, Long, L. Rodney, Huang, Xiaolei
Published in Neuroinformatics (Totowa, N.J.) (01.10.2018)
Published in Neuroinformatics (Totowa, N.J.) (01.10.2018)
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Journal Article
Network Visualization and Pyramidal Feature Comparison for Ablative Treatability Classification Using Digitized Cervix Images
Guo, Peng, Xue, Zhiyun, Jeronimo, Jose, Gage, Julia C, Desai, Kanan T, Befano, Brian, García, Francisco, Long, L Rodney, Schiffman, Mark, Antani, Sameer
Published in Journal of clinical medicine (01.03.2021)
Published in Journal of clinical medicine (01.03.2021)
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Journal Article
A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices
Xue, Zhiyun, Guo, Peng, Desai, Kanan T., Pal, Anabik, Ajenifuja, Kayode O., Adepiti, Clement A., Long, L. Rodney, Schiffman, Mark, Antani, Sameer
Published in 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2021)
Published in 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2021)
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Conference Proceeding
Journal Article
Age-related changes of the cervix influence human papillomavirus type distribution
CASTLE, Philip E, JERONIMO, Jose, PFEIFFER, Ruth, BURK, Robert D, SCHIFFMAN, Mark, HERRERO, Rolando, RODRIGUEZ, Ana C, CONCEPCION BRATTI, M, HILDESHEIM, Allan, WACHOLDER, Sholom, LONG, L. Rodney, NEVE, Leif
Published in Cancer research (Chicago, Ill.) (15.01.2006)
Published in Cancer research (Chicago, Ill.) (15.01.2006)
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Journal Article
Using relevance feedback with short-term memory for content-based spine X-ray image retrieval
Xu, Xiaoqian, Lee, Dah-Jye, Antani, Sameer K., Rodney Long, L., Archibald, James K.
Published in Neurocomputing (Amsterdam) (01.06.2009)
Published in Neurocomputing (Amsterdam) (01.06.2009)
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Journal Article
Content-Based Image Retrieval in Medicine: Retrospective Assessment, State of the Art, and Future Directions
Long, L Rodney, Antani, Sameer, Deserno, Thomas M, Thoma, George R
Published in International journal of healthcare information systems and informatics (01.01.2009)
Published in International journal of healthcare information systems and informatics (01.01.2009)
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Journal Article