Tailored for Real-World: A Whole Slide Image Classification System Validated on Uncurated Multi-Site Data Emulating the Prospective Pathology Workload
Ianni, Julianna D., Soans, Rajath E., Sankarapandian, Sivaramakrishnan, Chamarthi, Ramachandra Vikas, Ayyagari, Devi, Olsen, Thomas G., Bonham, Michael J., Stavish, Coleman C., Motaparthi, Kiran, Cockerell, Clay J., Feeser, Theresa A., Lee, Jason B.
Published in Scientific reports (21.02.2020)
Published in Scientific reports (21.02.2020)
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Journal Article
Toward low-cost automated monitoring of life below water with deep learning
Ayyagari, Devi, Morris, Corey, Barnes, Joshua, Whidden, Christopher
Published in Environmental Data Science (2023)
Published in Environmental Data Science (2023)
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Journal Article
Low SARS-CoV-2 viral load among vaccinated individuals infected with Delta B.1.617.2 and Omicron BA.1.1.529 but not with Omicron BA.1.1 and BA.2 variants
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Published in Frontiers in public health (20.09.2022)
Published in Frontiers in public health (20.09.2022)
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Journal Article
Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World
Ianni, Julianna D, Soans, Rajath E, Sivaramakrishnan Sankarapandian, Ramachandra, Vikas Chamarthi, Ayyagari, Devi, Olsen, Thomas G, Bonham, Michael J, Stavish, Coleman C, Motaparthi, Kiran, Cockerell, Clay J, Feeser, Theresa A, Lee, Jason B
Published in arXiv.org (24.09.2019)
Published in arXiv.org (24.09.2019)
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Journal Article
CRITICAL COMPONENT DETECTION USING DEEP LEARNING AND ATTENTION
SOANS, Rajath, Elias, AYYAGARI, Kameswari, Devi, KOHN, Saul, IANNI, Julianna
Year of Publication 20.03.2024
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Year of Publication 20.03.2024
Patent
Critical component detection using deep learning and attention
Ayyagari, Kameswari Devi, Ianni, Julianna, Kohn, Saul, Soans, Rajath Elias
Year of Publication 02.01.2024
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Year of Publication 02.01.2024
Patent
CRITICAL COMPONENT DETECTION USING DEEP LEARNING AND ATTENTION
AYYAGARI, KAMESWARI DEVI, IANNI, JULIANNA, KOHN, SAUL, SOANS, RAJATH ELIAS
Year of Publication 14.11.2023
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Year of Publication 14.11.2023
Patent
CRITICAL COMPONENT DETECTION USING DEEP LEARNING AND ATTENTION
Ayyagari, Kameswari Devi, Ianni, Julianna, Kohn, Saul, Soans, Rajath Elias
Year of Publication 03.08.2023
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Year of Publication 03.08.2023
Patent
CRITICAL COMPONENT DETECTION USING DEEP LEARNING AND ATTENTION
SOANS, Rajath, Elias, AYYAGARI, Kameswari, Devi, KOHN, Saul, IANNI, Julianna
Year of Publication 28.06.2023
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Year of Publication 28.06.2023
Patent
CRITICAL COMPONENT DETECTION USING DEEP LEARNING AND ATTENTION
AYYAGARI, KAMESWARI DEVI, IANNI, JULIANNA, KOHN, SAUL, SOANS, RAJATH ELIAS
Year of Publication 31.03.2022
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Year of Publication 31.03.2022
Patent