Search Results - "LONG, L. Rodney"

An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening by 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

“…Human papillomavirus vaccination and cervical screening are lacking in most lower resource settings, where approximately 80% of more than 500 000 cancer cases…”
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Histology image analysis for carcinoma detection and grading by He, Lei, Long, L. Rodney, Antani, Sameer, Thoma, George R

“…Abstract This paper presents an overview of the image analysis techniques in the domain of histopathology, specifically, for the objective of automated…”
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Ensemble Deep Learning for Cervix Image Selection toward Improving Reliability in Automated Cervical Precancer Screening by Guo, Peng, Xue, Zhiyun, Mtema, Zac, Yeates, Karen, Ginsburg, Ophira, Demarco, Maria, Long, L. Rodney, Schiffman, Mark, Antani, Sameer

“…Automated Visual Examination (AVE) is a deep learning algorithm that aims to improve the effectiveness of cervical precancer screening, particularly in low-…”
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Cross-Dataset Evaluation of Deep Learning Networks for Uterine Cervix Segmentation by Guo, Peng, Xue, Zhiyun, Long, L Rodney, Antani, Sameer

“…Evidence from recent research shows that automatic visual evaluation (AVE) of photographic images of the uterine cervix using deep learning-based algorithms…”
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Deep Metric Learning for Cervical Image Classification by Pal, Anabik, Xue, Zhiyun, Befano, Brian, Rodriguez, Ana Cecilia, Long, L. Rodney, Schiffman, Mark, Antani, Sameer

“…Cervical cancer is caused by the persistent infection of certain types of the Human Papillomavirus (HPV) and is a leading cause of female mortality…”
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SegAN: Adversarial Network with Multi-scale L 1 Loss for Medical Image Segmentation by Xue, Yuan, Xu, Tao, Zhang, Han, Long, L Rodney, Huang, Xiaolei

“…Inspired by classic Generative Adversarial Networks (GANs), we propose a novel end-to-end adversarial neural network, called SegAN, for the task of medical…”
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Selective synthetic augmentation with HistoGAN for improved histopathology image classification by Xue, Yuan, Ye, Jiarong, Zhou, Qianying, Long, L. Rodney, Antani, Sameer, Xue, Zhiyun, Cornwell, Carl, Zaino, Richard, Cheng, Keith C., Huang, Xiaolei

“…•A novel conditional GAN for synthesizing realistic histopathology images.•Selective synthetic data augmentation with model and image selection.•Extensive…”
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Multi-feature based benchmark for cervical dysplasia classification evaluation by Xu, Tao, Zhang, Han, Xin, Cheng, Kim, Edward, Long, L. Rodney, Xue, Zhiyun, Antani, Sameer, Huang, Xiaolei

“…Cervical cancer is one of the most common types of cancer in women worldwide. Most deaths due to the disease occur in less developed areas of the world. In…”
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Multimodal Entity Coreference for Cervical Dysplasia Diagnosis by Dezhao Song, Kim, Edward, Xiaolei Huang, Patruno, Joseph, Munoz-Avila, Hector, Heflin, Jeff, Long, L. Rodney, Antani, Sameer

“…Cervical cancer is the second most common type of cancer for women. Existing screening programs for cervical cancer, such as Pap Smear, suffer from low…”
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Deep multiple-instance learning for abnormal cell detection in cervical histopathology images by Pal, Anabik, Xue, Zhiyun, Desai, Kanan, Aina F Banjo, Adekunbiola, Adepiti, Clement Akinfolarin, Long, L. Rodney, Schiffman, Mark, Antani, Sameer

“…Cervical cancer is a disease of significant concern affecting women's health worldwide. Early detection of and treatment at the precancerous stage can help…”
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Content-based image retrieval for scientific literature access by Deserno, T M, Antani, S, Long, L Rodney

“…An increasing number of articles are published electronically in the scientific literature, but access is limited to alphanumerical search on title, author, or…”
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SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation by Xue, Yuan, Xu, Tao, Zhang, Han, Long, L. Rodney, Huang, Xiaolei

“…Inspired by classic Generative Adversarial Networks (GANs), we propose a novel end-to-end adversarial neural network, called SegAN, for the task of medical…”
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SPIRS: A Web-based image retrieval system for large biomedical databases by Hsu, William, Antani, Sameer, Long, L. Rodney, Neve, Leif, Thoma, George R

“…Abstract Purpose With the increasing use of images in disease research, education, and clinical medicine, the need for methods that effectively archive, query,…”
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An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening by 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

“…(Abstracted from J Natl Cancer Inst 2019; doi10.1093/jnci/djy225)Ninety-nine percent of cervical cancers cases are caused by infections with a human…”
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Network Visualization and Pyramidal Feature Comparison for Ablative Treatability Classification Using Digitized Cervix Images by Guo, Peng, Xue, Zhiyun, Jeronimo, Jose, Gage, Julia C, Desai, Kanan T, Befano, Brian, García, Francisco, Long, L Rodney, Schiffman, Mark, Antani, Sameer

“…Uterine cervical cancer is a leading cause of women's mortality worldwide. Cervical tissue ablation is an effective surgical excision of high grade lesions…”
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A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices by Xue, Zhiyun, Guo, Peng, Desai, Kanan T., Pal, Anabik, Ajenifuja, Kayode O., Adepiti, Clement A., Long, L. Rodney, Schiffman, Mark, Antani, Sameer

“…Visual inspection of the cervix with acetic acid (VIA), though error prone, has long been used for screening women and to guide management for cervical cancer…”
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Age-related changes of the cervix influence human papillomavirus type distribution by 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

“…Approximately 15 human papillomavirus (HPV) types cause virtually all cervical cancer whereas other HPV types are unrelated to cancer. We were interested in…”
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CBIR of spine X-ray images on inter-vertebral disc space and shape profiles using feature ranking and voting consensus by Lee, Dah-Jye, Antani, Sameer, Chang, Yuchou, Gledhill, Kent, Rodney Long, L., Christensen, Paul

“…Very limited research is published in the literature that applies content-based image retrieval (CBIR) techniques to retrieval of digitized spine X-ray images…”
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Using relevance feedback with short-term memory for content-based spine X-ray image retrieval by Xu, Xiaoqian, Lee, Dah-Jye, Antani, Sameer K., Rodney Long, L., Archibald, James K.

“…Managing large medical image databases has become a challenging task as more medical images are produced and stored in digital format. Computer-aided decision…”
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Digital tools for collecting data from cervigrams for research and training in colposcopy by Jeronimo, Jose, Long, L Rodney, Neve, Leif, Michael, Bopf, Antani, Sameer, Schiffman, Mark

“…Colposcopy is a critical part of gynecologic practice but has documented deficiencies, including lack of correlation between the colposcopic appearance and the…”
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