Výsledky vyhledávání - "Soans, Rajath E."

Report

A Pathology Deep Learning System Capable of Triage of Melanoma Specimens Utilizing Dermatopathologist Consensus as Ground Truth

Autor: Sankarapandian, Sivaramakrishnan, Kohn, Saul, Spurrier, Vaughn, Grullon, Sean, Soans, Rajath E., Ayyagari, Kameswari D., Chamarthi, Ramachandra V., Motaparthi, Kiran, Lee, Jason B., Shon, Wonwoo, Bonham, Michael, Ianni, Julianna D.

Although melanoma occurs more rarely than several other skin cancers, patients' long term survival rate is extremely low if the diagnosis is missed. Diagnosis is complicated by a high discordance rate among pathologists when distinguishing between me

Externí odkaz: http://arxiv.org/abs/2109.07554

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Report

Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World

Autor: 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.

Publikováno v: Sci Rep 10, 3217 (2020)

Standard of care diagnostic procedure for suspected skin cancer is microscopic examination of hematoxylin \& eosin stained tissue by a pathologist. Areas of high inter-pathologist discordance and rising biopsy rates necessitate higher efficiency and

Externí odkaz: http://arxiv.org/abs/1909.11212

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