Výsledky vyhledávání - "Gennadiy Guralnik"

Comparison of deep learning models for natural language processing-based classification of non-English head CT reports

Autor: Eyal Klang, Noam Tau, Eyal Zimlichman, Gennadiy Guralnik, Tal J. Levy, Yiftach Barash, Orit Shimon, Shelly Soffer, Eli Konen

Publikováno v: Neuroradiology. 62:1247-1256

Natural language processing (NLP) can be used for automatic flagging of radiology reports. We assessed deep learning models for classifying non-English head CT reports. We retrospectively collected head CT reports (2011–2018). Reports were signed i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3e57ad04b60a7f9de098929d653a473a
https://doi.org/10.1007/s00234-020-02420-0

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Promoting head CT exams in the emergency department triage using a machine learning model

Autor: Yiftach Barash, Eyal Klang, Moni Shahar, Eli Konen, Eyal Zimlichman, Gennadiy Guralnik, Yehezkel S. Resheff, Sigalit Bechler, Shelly Soffer, Talia Granot, Maximiliano Klug

Publikováno v: Neuroradiology. 62:153-160

In this study, we aimed to develop a novel prediction model to identify patients in need of a non-contrast head CT exam during emergency department (ED) triage. We collected data of all adult ED visits in our institution for five consecutive years (1

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7bd3bed15fd9c3e506565ed52417a740
https://doi.org/10.1007/s00234-019-02293-y

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